Mercurial > hg > silvet
changeset 198:28cbc7eaf415 noteagent
Merge from the default branch
| author | Chris Cannam |
|---|---|
| date | Wed, 04 Jun 2014 11:46:01 +0100 |
| parents | c02db1f4680a (current diff) ad706e771398 (diff) |
| children | 5326c5396aa2 |
| files | src/Silvet.cpp testdata/TRIOS-groundtruth/brahms.csv testdata/TRIOS-groundtruth/brahms.lab testdata/TRIOS-groundtruth/brahms.mid testdata/TRIOS-groundtruth/convert.yeti testdata/TRIOS-groundtruth/lussier.csv testdata/TRIOS-groundtruth/lussier.lab testdata/TRIOS-groundtruth/lussier.mid testdata/TRIOS-groundtruth/mozart.csv testdata/TRIOS-groundtruth/mozart.lab testdata/TRIOS-groundtruth/mozart.mid testdata/TRIOS-groundtruth/schubert.csv testdata/TRIOS-groundtruth/schubert.lab testdata/TRIOS-groundtruth/schubert.mid testdata/TRIOS-groundtruth/take_five.csv testdata/TRIOS-groundtruth/take_five.lab testdata/TRIOS-groundtruth/take_five.mid |
| diffstat | 76 files changed, 6264 insertions(+), 3119 deletions(-) [+] |
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/silvet.cat Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,1 @@ +vamp:silvet:silvet::Notes
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/silvet.n3 Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,99 @@ +@prefix rdfs: <http://www.w3.org/2000/01/rdf-schema#> . +@prefix xsd: <http://www.w3.org/2001/XMLSchema#> . +@prefix vamp: <http://purl.org/ontology/vamp/> . +@prefix plugbase: <http://vamp-plugins.org/rdf/plugins/silvet#> . +@prefix owl: <http://www.w3.org/2002/07/owl#> . +@prefix dc: <http://purl.org/dc/elements/1.1/> . +@prefix af: <http://purl.org/ontology/af/> . +@prefix foaf: <http://xmlns.com/foaf/0.1/> . +@prefix cc: <http://web.resource.org/cc/> . +@prefix : <#> . + +<> a vamp:PluginDescription ; + foaf:maker <http://www.vamp-plugins.org/doap.rdf#template-generator> ; + foaf:primaryTopic <http://vamp-plugins.org/rdf/plugins/silvet> . + +:silvet a vamp:PluginLibrary ; + vamp:identifier "silvet" ; + vamp:available_plugin plugbase:silvet ; + foaf:page <http://code.soundsoftware.ac.uk/projects/silvet> ; + . + +plugbase:silvet a vamp:Plugin ; + dc:title "Silvet Note Transcription" ; + vamp:name "Silvet Note Transcription" ; + dc:description """""" ; + foaf:maker [ foaf:name "Queen Mary, University of London" ] ; # FIXME could give plugin author's URI here + dc:rights """Method by Emmanouil Benetos and Simon Dixon; plugin by Chris Cannam and Emmanouil Benetos. GPL licence.""" ; +# cc:license <Place plugin license URI here and uncomment> ; + vamp:identifier "silvet" ; + vamp:vamp_API_version vamp:api_version_2 ; + owl:versionInfo "1" ; + vamp:input_domain vamp:TimeDomain ; + + vamp:parameter plugbase:silvet_param_mode ; + vamp:parameter plugbase:silvet_param_instrument ; + vamp:parameter plugbase:silvet_param_finetune ; + + vamp:output plugbase:silvet_output_notes ; + vamp:output plugbase:silvet_output_timefreq ; + . +plugbase:silvet_param_mode a vamp:QuantizedParameter ; + vamp:identifier "mode" ; + dc:title "Processing mode" ; + dc:format "" ; + vamp:min_value 0 ; + vamp:max_value 1 ; + vamp:unit "" ; + vamp:quantize_step 1 ; + vamp:default_value 1 ; + vamp:value_names ( "Draft (faster)" "Intensive (higher quality)"); + . +plugbase:silvet_param_instrument a vamp:QuantizedParameter ; + vamp:identifier "instrument" ; + dc:title "Instrument" ; + dc:format "" ; + vamp:min_value 0 ; + vamp:max_value 12 ; + vamp:unit "" ; + vamp:quantize_step 1 ; + vamp:default_value 0 ; + vamp:value_names ( "Multiple or unknown instruments" "Piano" "Guitar" "Violin" "Cello" "Horn" "Flute" "Oboe" "Clarinet" "Tenor Sax" "Bassoon" "String ensemble" "Wind ensemble"); + . +plugbase:silvet_param_finetune a vamp:QuantizedParameter ; + vamp:identifier "finetune" ; + dc:title "Return fine pitch estimates" ; + dc:format "" ; + vamp:min_value 0 ; + vamp:max_value 1 ; + vamp:unit "" ; + vamp:quantize_step 1 ; + vamp:default_value 0 ; + vamp:value_names (); + . +plugbase:silvet_output_notes a vamp:SparseOutput ; + vamp:identifier "notes" ; + dc:title "Note transcription" ; + dc:description """Overall note transcription across selected instruments""" ; + vamp:fixed_bin_count "true" ; + vamp:unit "Hz" ; + vamp:bin_count 2 ; + vamp:bin_names ( "Frequency" "Velocity"); + vamp:sample_type vamp:VariableSampleRate ; + vamp:sample_rate 711.29 ; +# vamp:computes_event_type <Place event type URI here and uncomment> ; +# vamp:computes_feature <Place feature attribute URI here and uncomment> ; +# vamp:computes_signal_type <Place signal type URI here and uncomment> ; + . +plugbase:silvet_output_timefreq a vamp:DenseOutput ; + vamp:identifier "timefreq" ; + dc:title "Time-frequency distribution" ; + dc:description """Filtered constant-Q time-frequency distribution used as input to the expectation-maximisation algorithm""" ; + vamp:fixed_bin_count "true" ; + vamp:unit "" ; + vamp:bin_count 545 ; +# vamp:computes_event_type <Place event type URI here and uncomment> ; +# vamp:computes_feature <Place feature attribute URI here and uncomment> ; +# vamp:computes_signal_type <Place signal type URI here and uncomment> ; + . +
--- a/src/Silvet.cpp Thu May 29 15:18:14 2014 +0100 +++ b/src/Silvet.cpp Wed Jun 04 11:46:01 2014 +0100 @@ -76,15 +76,13 @@ string Silvet::getDescription() const { - // Return something helpful here! - return ""; + return "Estimate the note onsets, pitches, and durations that make up a music recording."; } string Silvet::getMaker() const { - // Your name here - return ""; + return "Queen Mary, University of London"; } int @@ -96,11 +94,7 @@ string Silvet::getCopyright() const { - // This function is not ideally named. It does not necessarily - // need to say who made the plugin -- getMaker does that -- but it - // should indicate the terms under which it is distributed. For - // example, "Copyright (year). All Rights Reserved", or "GPL" - return ""; + return "Method by Emmanouil Benetos and Simon Dixon; plugin by Chris Cannam and Emmanouil Benetos. GPL licence."; } Silvet::InputDomain
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/TRIOS-groundtruth/brahms/violin.lab Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,49 @@ +3.75 5.189583333333333 622.2539674441618 +5.2 6.795833333333333 587.3295358348151 +7.053125 7.505208333333333 523.2511306011972 +7.510416666666667 7.813541666666667 523.2511306011972 +7.85625 8.248958333333333 622.2539674441618 +8.25 9.065625 698.4564628660078 +8.9875 9.93125 415.3046975799451 +10.179166666666667 10.915625 391.99543598174927 +10.840625 11.338541666666666 523.2511306011972 +11.342708333333333 12.163541666666667 523.2511306011972 +12.065625 12.841666666666667 369.9944227116344 +12.763541666666667 13.880208333333334 349.2282314330039 +15.8 17.258333333333333 1108.7305239074883 +17.195833333333333 18.717708333333334 987.7666025122483 +18.995833333333334 19.398958333333333 932.3275230361799 +19.404166666666665 19.802083333333332 932.3275230361799 +19.771875 20.183333333333334 1108.7305239074883 +20.1875 20.971875 1244.5079348883237 +20.971875 21.510416666666668 830.6093951598903 +22.073958333333334 22.505208333333332 739.9888454232688 +22.50625 22.801041666666666 739.9888454232688 +22.8125 23.159375 830.6093951598903 +23.163541666666667 23.584375 739.9888454232688 +23.575 23.95625 698.4564628660078 +23.975 24.31875 698.4564628660078 +24.31875 24.733333333333334 739.9888454232688 +24.751041666666666 25.586458333333333 698.4564628660078 +25.555208333333333 26.313541666666666 622.2539674441618 +27.710416666666667 30.057291666666668 369.9944227116344 +30.036458333333332 30.673958333333335 349.2282314330039 +31.167708333333334 31.541666666666668 311.1269837220809 +31.551041666666666 31.891666666666666 311.1269837220809 +31.875 32.23229166666667 349.2282314330039 +32.228125 32.684375 311.1269837220809 +32.628125 33.01770833333333 277.1826309768721 +33.020833333333336 33.36354166666667 277.1826309768721 +33.322916666666664 33.80833333333333 311.1269837220809 +33.71041666666667 34.5 277.1826309768721 +34.453125 35.971875 246.94165062806206 +35.95520833333333 36.71875 233.08188075904496 +37.125 37.52916666666667 207.65234878997256 +37.530208333333334 37.846875 207.65234878997256 +37.848958333333336 38.23229166666667 233.08188075904496 +38.225 38.6 207.65234878997256 +38.583333333333336 38.96041666666667 220.0 +38.975 39.34791666666667 220.0 +39.342708333333334 39.811458333333334 233.08188075904496 +39.7875 40.610416666666666 220.0 +40.55104166666667 41.71458333333333 233.08188075904496
--- a/testdata/TRIOS-groundtruth/convert.yeti Thu May 29 15:18:14 2014 +0100 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,34 +0,0 @@ - -// Convert CSV file exported by Sonic Visualiser: -// -// onset,midinote,duration,level,label -// -// into lab file like those output from the test scripts: -// -// onset offset frequency - -program convert; - -usage () = - eprintln "\nUsage: convert file.csv\n"; - -toFrequency m = - 440 * Math#pow(2.0, (m - 69) / 12.0); - -convert f = - (str = openInFile f "UTF-8"; - for (str.lines ()) do line: - case list (strSplit "," line) of - onset::midinote::duration::_: - println "\(onset)\t\((number onset) + (number duration))\t\(toFrequency (number midinote))"; - _: - failWith "badly formed line: \(line)"; - esac; - done; - str.close ()); - -case (list _argv) of -file::[]: convert file; -_: usage (); -esac; -
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/TRIOS-groundtruth/convert_midifileout.yeti Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,73 @@ + +// Convert the output of the midifile program +// (https://code.soundsoftware.ac.uk/projects/midifile) +// into lab file like those output from the test scripts. +// +// The midifile format contains lines looking like: +// +// <t>: Note: channel <c> duration <d> pitch <p> velocity <v> +// +// where t and d are defined in terms of the timebase and +// tempo, which are (usually) given in earlier lines: +// +// Timing division: <n> ppq +// <t>: Tempo: <n> +// +// Note that we assume 4 quarter-notes per bar and we +// don't parse time signatures. +// +// The output file format looks like: +// +// onset offset frequency +// +// with times in seconds. + +program convert_midifileout; + +usage () = + eprintln "\nUsage: convert_midifileout file.txt\n"; + +toFrequency m = + 440 * Math#pow(2.0, (m - 69) / 12.0); + +toTime timebase tempo t = + (t / timebase) * (60 / tempo); + +convert f = + (str = openInFile f "UTF-8"; + var timebase = 480; + var tempo = 120; + for (str.lines ()) do line: + bits = strSplit ": " line; + if length bits > 1 then + if bits[0] == "Timing division" then + timebase := number (strReplace " ppq" "" bits[1]); + eprintln "Set timing division to \(timebase)"; + elif bits[1] == "Tempo" then + if length bits < 3 then + failWith "Too few bits in tempo line: \(line)"; + fi; + tempo := number (bits[2]); + eprintln "Set tempo to \(tempo)"; + elif bits[1] == "Note" then + if length bits < 3 then + failWith "Too few bits in note line: \(line)"; + fi; + noteparts = strSplit " " bits[2]; + if length noteparts < 8 then + failWith "Too few note parameters in line: \(line)"; + fi; + onset = toTime timebase tempo (number bits[0]); + duration = toTime timebase tempo (number noteparts[3]); + frequency = toFrequency (number noteparts[5]); + println "\(onset)\t\(onset + duration)\t\(frequency)"; + fi; + fi; + done; + str.close ()); + +case (list _argv) of +file::[]: convert file; +_: usage (); +esac; +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/TRIOS-groundtruth/convert_svout.yeti Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,34 @@ + +// Convert CSV file exported by Sonic Visualiser: +// +// onset,midinote,duration,level,label +// +// into lab file like those output from the test scripts: +// +// onset offset frequency + +program convert_svout; + +usage () = + eprintln "\nUsage: convert_svout file.csv\n"; + +toFrequency m = + 440 * Math#pow(2.0, (m - 69) / 12.0); + +convert f = + (str = openInFile f "UTF-8"; + for (str.lines ()) do line: + case list (strSplit "," line) of + onset::midinote::duration::_: + println "\(onset)\t\((number onset) + (number duration))\t\(toFrequency (number midinote))"; + _: + failWith "badly formed line: \(line)"; + esac; + done; + str.close ()); + +case (list _argv) of +file::[]: convert file; +_: usage (); +esac; +
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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/TRIOS-groundtruth/take_five/snare.lab Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,103 @@ +1.1979166666666667 1.5104166666666667 73.41619197935188 +1.515625 1.6354166666666667 73.41619197935188 +1.640625 2.1614583333333335 73.41619197935188 +2.1666666666666665 2.2395833333333335 73.41619197935188 +2.2447916666666665 2.8489583333333335 73.41619197935188 +2.859375 3.1770833333333335 73.41619197935188 +3.1822916666666665 3.3229166666666665 73.41619197935188 +3.328125 3.8333333333333335 73.41619197935188 +3.8385416666666665 4.510416666666667 73.41619197935188 +4.515625 4.885416666666667 73.41619197935188 +4.890625 5.453125 73.41619197935188 +5.463541666666667 5.546875 73.41619197935188 +5.557291666666667 6.130208333333333 73.41619197935188 +6.135416666666667 6.479166666666667 73.41619197935188 +6.484375 6.630208333333333 73.41619197935188 +6.635416666666667 7.197916666666667 73.41619197935188 +7.203125 7.890625 73.41619197935188 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--- a/testdata/evaluation/README Thu May 29 15:18:14 2014 +0100 +++ b/testdata/evaluation/README Wed Jun 04 11:46:01 2014 +0100 @@ -1,9 +1,14 @@ -batchProcessingEvaluate.m evaluates a set of .lab output files against -MIDI "ground truth". + * run.sh is our basic Silvet evaluation script. It runs Silvet +against single- and multiple-instrument files from the TRIOS dataset +using the theoretically best settings for each file, and then +evaluates the results against the ground truth and MIREX 2012 +submission. -The MIDI files can be found in ../TRIOS-groundtruth, and some examples -of the .lab files in ../TRIOS-mirex2012-matlab and ../TRIOS-silvet. + * batchProcessingEvaluate.m evaluates a set of .lab output files +against MIDI. The MIDI can be found in ../TRIOS-groundtruth, and some +example .lab files in ../TRIOS-mirex2012-matlab and ../TRIOS-silvet. -evaluate_lab.yeti evaluates one lab file against another, onsets only, -to a given timing tolerance. + * evaluate_lab.yeti evaluates one lab file against another, onsets +only, to a given timing tolerance. +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/evaluation/outputs/72a9696f7caa-no-instrument-parameter.txt Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,423 @@ +Yeti 0.9.9+ +1.0 + +Input files are: +/home/cannam/Music/TRIOS_dataset/mozart/piano.wav +/home/cannam/Music/TRIOS_dataset/mozart/viola.wav +/home/cannam/Music/TRIOS_dataset/mozart/mix.wav +/home/cannam/Music/TRIOS_dataset/mozart/clarinet.wav +/home/cannam/Music/TRIOS_dataset/lussier/piano.wav +/home/cannam/Music/TRIOS_dataset/lussier/mix.wav +/home/cannam/Music/TRIOS_dataset/lussier/bassoon.wav +/home/cannam/Music/TRIOS_dataset/lussier/trumpet.wav +/home/cannam/Music/TRIOS_dataset/take_five/piano.wav +/home/cannam/Music/TRIOS_dataset/take_five/mix.wav +/home/cannam/Music/TRIOS_dataset/take_five/saxophone.wav + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/piano.wav... + +For piece mozart, arrangement piano, using instrument 1... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 65.6, recall 71.9, accuracy 52.2, F 68.6 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 69.3, recall 66.4, accuracy 51.3, F 67.8 + +Validating MIREX against ground truth at 50 ms: +precision 56.2, recall 64.3, accuracy 42.9, F 60 + +Validating against ground truth at 100 ms: +precision 76.8, recall 84.2, accuracy 67.2, F 80.3 + +Validating against MIREX submission at 100 ms: +precision 86.8, recall 83.2, accuracy 73.9, F 85 + +Validating MIREX against ground truth at 100 ms: +precision 69.4, recall 79.4, accuracy 58.8, F 74.1 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/viola.wav... + +For piece mozart, arrangement viola, using instrument 0... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 29, recall 78.1, accuracy 26.8, F 42.3 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 48.8, recall 33.8, accuracy 25, F 40 + +Validating MIREX against ground truth at 50 ms: +precision 20.9, recall 81.2, accuracy 20, F 33.3 + +Validating against ground truth at 100 ms: +precision 29, recall 78.1, accuracy 26.8, F 42.3 + +Validating against MIREX submission at 100 ms: +precision 67.4, recall 46.7, accuracy 38.1, F 55.2 + +Validating MIREX against ground truth at 100 ms: +precision 22.5, recall 87.5, accuracy 21.8, F 35.8 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/mix.wav... + +For piece mozart, arrangement mix, using instrument 0... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 58.8, recall 59.5, accuracy 42, F 59.1 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 61.6, recall 61.6, accuracy 44.5, F 61.6 + +Validating MIREX against ground truth at 50 ms: +precision 50.4, recall 51, accuracy 33.9, F 50.7 + +Validating against ground truth at 100 ms: +precision 70, recall 70.8, accuracy 54.3, F 70.4 + +Validating against MIREX submission at 100 ms: +precision 79.6, recall 79.6, accuracy 66.1, F 79.6 + +Validating MIREX against ground truth at 100 ms: +precision 67.2, recall 68, accuracy 51, F 67.6 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/clarinet.wav... + +For piece mozart, arrangement clarinet, using instrument 8... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 92.8, recall 75.3, accuracy 71.2, F 83.2 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 91, recall 70.8, accuracy 66.2, F 79.6 + +Validating MIREX against ground truth at 50 ms: +precision 72.2, recall 75.3, accuracy 58.4, F 73.7 + +Validating against ground truth at 100 ms: +precision 94.6, recall 76.8, accuracy 73.6, F 84.8 + +Validating against MIREX submission at 100 ms: +precision 96.4, recall 75, accuracy 72.9, F 84.3 + +Validating MIREX against ground truth at 100 ms: +precision 75, recall 78.2, accuracy 62, F 76.5 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/piano.wav... + +For piece lussier, arrangement piano, using instrument 1... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 56.1, recall 49.5, accuracy 35.7, F 52.6 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 54.2, recall 47.8, accuracy 34.1, F 50.8 + +Validating MIREX against ground truth at 50 ms: +precision 45.3, recall 45.3, accuracy 29.3, F 45.3 + +Validating against ground truth at 100 ms: +precision 68.5, recall 60.5, accuracy 47.3, F 64.2 + +Validating against MIREX submission at 100 ms: +precision 79, recall 69.7, accuracy 58.8, F 74.1 + +Validating MIREX against ground truth at 100 ms: +precision 62.1, recall 62.1, accuracy 45.1, F 62.1 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/mix.wav... + +For piece lussier, arrangement mix, using instrument 0... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 50, recall 37.5, accuracy 27.2, F 42.8 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 48, recall 46, accuracy 30.7, F 47 + +Validating MIREX against ground truth at 50 ms: +precision 40.4, recall 31.7, accuracy 21.6, F 35.5 + +Validating against ground truth at 100 ms: +precision 56.4, recall 42.3, accuracy 31.8, F 48.3 + +Validating against MIREX submission at 100 ms: +precision 73, recall 69.9, accuracy 55.6, F 71.4 + +Validating MIREX against ground truth at 100 ms: +precision 57.6, recall 45.1, accuracy 33.9, F 50.6 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/bassoon.wav... + +For piece lussier, arrangement bassoon, using instrument 10... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 39.6, recall 76.9, accuracy 35.4, F 52.3 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 65.8, recall 59.2, accuracy 45.3, F 62.4 + +Validating MIREX against ground truth at 50 ms: +precision 31.4, recall 67.6, accuracy 27.3, F 42.9 + +Validating against ground truth at 100 ms: +precision 40.4, recall 78.4, accuracy 36.4, F 53.4 + +Validating against MIREX submission at 100 ms: +precision 81.7, recall 73.5, accuracy 63.1, F 77.4 + +Validating MIREX against ground truth at 100 ms: +precision 37.1, recall 80, accuracy 33.9, F 50.7 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/trumpet.wav... + +For piece lussier, arrangement trumpet, using instrument 0... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 32.3, recall 91.6, accuracy 31.4, F 47.8 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 54.4, recall 53.6, accuracy 37, F 54 + +Validating MIREX against ground truth at 50 ms: +precision 28.9, recall 83.3, accuracy 27.3, F 43 + +Validating against ground truth at 100 ms: +precision 32.3, recall 91.6, accuracy 31.4, F 47.8 + +Validating against MIREX submission at 100 ms: +precision 72, recall 71, accuracy 55.6, F 71.5 + +Validating MIREX against ground truth at 100 ms: +precision 31.8, recall 91.6, accuracy 30.9, F 47.3 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/piano.wav... + +For piece take_five, arrangement piano, using instrument 1... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 9% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 39% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 90% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... 100% Extracting and writing features... Done + +Validating against ground truth at 50 ms: +precision 44.1, recall 61.2, accuracy 34.5, F 51.3 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 56.1, recall 51, accuracy 36.5, F 53.4 + +Validating MIREX against ground truth at 50 ms: +precision 50.1, recall 76.4, accuracy 43.4, F 60.5 + +Validating against ground truth at 100 ms: +precision 57.8, recall 80.1, accuracy 50.5, F 67.1 + +Validating against MIREX submission at 100 ms: +precision 82.7, recall 75.2, accuracy 65, F 78.7 + +Validating MIREX against ground truth at 100 ms: +precision 51.9, recall 79.2, accuracy 45.7, F 62.7 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/mix.wav... + +For piece take_five, arrangement mix, using instrument 0... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 9% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 39% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 90% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... 100% Extracting and writing features... Done + +Validating against ground truth at 50 ms: +precision 68.6, recall 75.4, accuracy 56.1, F 71.8 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 71.1, recall 64.7, accuracy 51.3, F 67.8 + +Validating MIREX against ground truth at 50 ms: +precision 56.5, recall 68.3, accuracy 44.8, F 61.8 + +Validating against ground truth at 100 ms: +precision 72, recall 79.1, accuracy 60.5, F 75.4 + +Validating against MIREX submission at 100 ms: +precision 90.1, recall 82, accuracy 75.2, F 85.8 + +Validating MIREX against ground truth at 100 ms: +precision 65.5, recall 79.1, accuracy 55.9, F 71.7 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/saxophone.wav... + +For piece take_five, arrangement saxophone, using instrument 0... +force -> +one-file -> /tmp/30755 +Have audio source: "/tmp/30755norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/30755norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +NOTE: Using default sample rate of 44100 for default transform +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/30755norm.wav" +Audio file "/tmp/30755norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 9% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 39% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 90% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... 100% Extracting and writing features... Done + +Validating against ground truth at 50 ms: +precision 79.1, recall 90.4, accuracy 73, F 84.4 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 77.5, recall 66.4, accuracy 55.6, F 71.5 + +Validating MIREX against ground truth at 50 ms: +precision 67.8, recall 90.4, accuracy 63.3, F 77.5 + +Validating against ground truth at 100 ms: +precision 80.8, recall 92.3, accuracy 75.7, F 86.2 + +Validating against MIREX submission at 100 ms: +precision 91.6, recall 78.5, accuracy 73.3, F 84.6 + +Validating MIREX against ground truth at 100 ms: +precision 70, recall 93.3, accuracy 66.6, F 80 + + +real 3m54.966s +user 9m52.200s +sys 0m3.710s
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/evaluation/outputs/72a9696f7caa.txt Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,599 @@ +Yeti 0.9.9+ +1.0 + +Input files are: +/home/cannam/Music/TRIOS_dataset/mozart/piano.wav +/home/cannam/Music/TRIOS_dataset/mozart/viola.wav +/home/cannam/Music/TRIOS_dataset/mozart/mix.wav +/home/cannam/Music/TRIOS_dataset/mozart/clarinet.wav +/home/cannam/Music/TRIOS_dataset/lussier/piano.wav +/home/cannam/Music/TRIOS_dataset/lussier/mix.wav +/home/cannam/Music/TRIOS_dataset/lussier/bassoon.wav +/home/cannam/Music/TRIOS_dataset/lussier/trumpet.wav +/home/cannam/Music/TRIOS_dataset/take_five/piano.wav +/home/cannam/Music/TRIOS_dataset/take_five/mix.wav +/home/cannam/Music/TRIOS_dataset/take_five/saxophone.wav + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/piano.wav... + +For piece mozart, arrangement piano, using instrument 1... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="1"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 43.1, recall 65, accuracy 35, F 51.9 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 30, recall 39.5, accuracy 20.5, F 34.1 + +Validating MIREX against ground truth at 50 ms: +precision 56.2, recall 64.3, accuracy 42.9, F 60 + +Validating against ground truth at 100 ms: +precision 53.1, recall 80.1, accuracy 46.9, F 63.9 + +Validating against MIREX submission at 100 ms: +precision 60, recall 79, accuracy 51.7, F 68.2 + +Validating MIREX against ground truth at 100 ms: +precision 69.4, recall 79.4, accuracy 58.8, F 74.1 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/viola.wav... + +For piece mozart, arrangement viola, using instrument 0... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="0"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 27.2, recall 75, accuracy 25, F 40 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 43.1, recall 30.6, accuracy 21.8, F 35.8 + +Validating MIREX against ground truth at 50 ms: +precision 20.9, recall 81.2, accuracy 20, F 33.3 + +Validating against ground truth at 100 ms: +precision 28.4, recall 78.1, accuracy 26.3, F 41.6 + +Validating against MIREX submission at 100 ms: +precision 63.6, recall 45.1, accuracy 35.8, F 52.8 + +Validating MIREX against ground truth at 100 ms: +precision 22.5, recall 87.5, accuracy 21.8, F 35.8 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/mix.wav... + +For piece mozart, arrangement mix, using instrument 0... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="0"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 56.8, recall 55.4, accuracy 39, F 56.1 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 60.9, recall 58.8, accuracy 42.7, F 59.8 + +Validating MIREX against ground truth at 50 ms: +precision 50.4, recall 51, accuracy 33.9, F 50.7 + +Validating against ground truth at 100 ms: +precision 68.4, recall 66.8, accuracy 51, F 67.6 + +Validating against MIREX submission at 100 ms: +precision 80, recall 77.2, accuracy 64.7, F 78.6 + +Validating MIREX against ground truth at 100 ms: +precision 67.2, recall 68, accuracy 51, F 67.6 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/clarinet.wav... + +For piece mozart, arrangement clarinet, using instrument 8... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="8"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 90.5, recall 69.5, accuracy 64.8, F 78.6 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 83, recall 61.1, accuracy 54.3, F 70.4 + +Validating MIREX against ground truth at 50 ms: +precision 72.2, recall 75.3, accuracy 58.4, F 73.7 + +Validating against ground truth at 100 ms: +precision 100, recall 76.8, accuracy 76.8, F 86.8 + +Validating against MIREX submission at 100 ms: +precision 98.1, recall 72.2, accuracy 71.2, F 83.2 + +Validating MIREX against ground truth at 100 ms: +precision 75, recall 78.2, accuracy 62, F 76.5 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/piano.wav... + +For piece lussier, arrangement piano, using instrument 1... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="1"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 38.3, recall 51.2, accuracy 28.1, F 43.8 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 22, recall 29.4, accuracy 14.4, F 25.1 + +Validating MIREX against ground truth at 50 ms: +precision 45.3, recall 45.3, accuracy 29.3, F 45.3 + +Validating against ground truth at 100 ms: +precision 47.7, recall 63.8, accuracy 37.6, F 54.6 + +Validating against MIREX submission at 100 ms: +precision 44.6, recall 59.6, accuracy 34.2, F 51 + +Validating MIREX against ground truth at 100 ms: +precision 62.1, recall 62.1, accuracy 45.1, F 62.1 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/mix.wav... + +For piece lussier, arrangement mix, using instrument 0... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="0"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 55.3, recall 37.5, accuracy 28.7, F 44.6 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 61.7, recall 53.3, accuracy 40, F 57.2 + +Validating MIREX against ground truth at 50 ms: +precision 40.4, recall 31.7, accuracy 21.6, F 35.5 + +Validating against ground truth at 100 ms: +precision 62.4, recall 42.3, accuracy 33.7, F 50.4 + +Validating against MIREX submission at 100 ms: +precision 78, recall 67.4, accuracy 56.7, F 72.3 + +Validating MIREX against ground truth at 100 ms: +precision 57.6, recall 45.1, accuracy 33.9, F 50.6 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/bassoon.wav... + +For piece lussier, arrangement bassoon, using instrument 10... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="10"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 78.6, recall 73.8, accuracy 61.5, F 76.1 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 44.2, recall 19.2, accuracy 15.5, F 26.8 + +Validating MIREX against ground truth at 50 ms: +precision 31.4, recall 67.6, accuracy 27.3, F 42.9 + +Validating against ground truth at 100 ms: +precision 88.5, recall 83, accuracy 75, F 85.7 + +Validating against MIREX submission at 100 ms: +precision 80.3, recall 35, accuracy 32.2, F 48.7 + +Validating MIREX against ground truth at 100 ms: +precision 37.1, recall 80, accuracy 33.9, F 50.7 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/trumpet.wav... + +For piece lussier, arrangement trumpet, using instrument 0... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="0"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 2% Extracting and writing features... 4% Extracting and writing features... 6% Extracting and writing features... 8% Extracting and writing features... 10% Extracting and writing features... 12% Extracting and writing features... 14% Extracting and writing features... 16% Extracting and writing features... 18% Extracting and writing features... 20% Extracting and writing features... 22% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 28% Extracting and writing features... 31% Extracting and writing features... 33% Extracting and writing features... 35% Extracting and writing features... 37% Extracting and writing features... 39% Extracting and writing features... 41% Extracting and writing features... 43% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 49% Extracting and writing features... 51% Extracting and writing features... 53% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 59% Extracting and writing features... 62% Extracting and writing features... 64% Extracting and writing features... 66% Extracting and writing features... 68% Extracting and writing features... 70% Extracting and writing features... 72% Extracting and writing features... 74% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 80% Extracting and writing features... 82% Extracting and writing features... 84% Extracting and writing features... 86% Extracting and writing features... 88% Extracting and writing features... 90% Extracting and writing features... 92% Extracting and writing features... 95% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 28, recall 87.5, accuracy 26.9, F 42.4 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 45.3, recall 49.2, accuracy 30.9, F 47.2 + +Validating MIREX against ground truth at 50 ms: +precision 28.9, recall 83.3, accuracy 27.3, F 43 + +Validating against ground truth at 100 ms: +precision 29.3, recall 91.6, accuracy 28.5, F 44.4 + +Validating against MIREX submission at 100 ms: +precision 64, recall 69.5, accuracy 50, F 66.6 + +Validating MIREX against ground truth at 100 ms: +precision 31.8, recall 91.6, accuracy 30.9, F 47.3 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/piano.wav... + +For piece take_five, arrangement piano, using instrument 1... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="1"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 9% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 39% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 90% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... 100% Extracting and writing features... Done + +Validating against ground truth at 50 ms: +precision 22.8, recall 38.7, accuracy 16.8, F 28.7 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 34.3, recall 38, accuracy 22, F 36.1 + +Validating MIREX against ground truth at 50 ms: +precision 50.1, recall 76.4, accuracy 43.4, F 60.5 + +Validating against ground truth at 100 ms: +precision 40.5, recall 68.6, accuracy 34.2, F 51 + +Validating against MIREX submission at 100 ms: +precision 70.8, recall 78.5, accuracy 59.3, F 74.4 + +Validating MIREX against ground truth at 100 ms: +precision 51.9, recall 79.2, accuracy 45.7, F 62.7 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/mix.wav... + +For piece take_five, arrangement mix, using instrument 0... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="0"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 9% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 39% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 90% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... 100% Extracting and writing features... Done + +Validating against ground truth at 50 ms: +precision 68.4, recall 75.4, accuracy 55.9, F 71.7 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 73.2, recall 66.8, accuracy 53.7, F 69.8 + +Validating MIREX against ground truth at 50 ms: +precision 56.5, recall 68.3, accuracy 44.8, F 61.8 + +Validating against ground truth at 100 ms: +precision 72.9, recall 80.4, accuracy 61.9, F 76.5 + +Validating against MIREX submission at 100 ms: +precision 87.8, recall 80.2, accuracy 72.2, F 83.8 + +Validating MIREX against ground truth at 100 ms: +precision 65.5, recall 79.1, accuracy 55.9, F 71.7 + + +Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/saxophone.wav... + +For piece take_five, arrangement saxophone, using instrument 0... +force -> +one-file -> /tmp/5389 +Have audio source: "/tmp/5389norm.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/5389norm.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +RDFTransformFactory: NOTE: Transform is: +<transform + id="vamp:silvet:silvet:" + pluginVersion="" + program="" + stepSize="1024" + blockSize="1024" + windowType="hanning" + startTime="0.000000000" + duration="0.000000000" + sampleRate="0"> + <parameter name="finetune" value="0"/> + <parameter name="instrument" value="0"/> + <parameter name="mode" value="1"/> +</transform> + +NOTE: Transform does not specify a sample rate, using default rate of 44100 +NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:" with plugin step size 1024 and block size 1024 (adapter step and block size 16384) +Extracting features for: "/tmp/5389norm.wav" +Audio file "/tmp/5389norm.wav": 1ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% Extracting and writing features... 4% Extracting and writing features... 5% Extracting and writing features... 6% Extracting and writing features... 7% Extracting and writing features... 8% Extracting and writing features... 9% Extracting and writing features... 10% Extracting and writing features... 11% Extracting and writing features... 12% Extracting and writing features... 13% Extracting and writing features... 14% Extracting and writing features... 15% Extracting and writing features... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 20% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 25% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 30% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% Extracting and writing features... 35% Extracting and writing features... 36% Extracting and writing features... 37% Extracting and writing features... 38% Extracting and writing features... 39% Extracting and writing features... 40% Extracting and writing features... 41% Extracting and writing features... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 46% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 51% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 56% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% Extracting and writing features... 61% Extracting and writing features... 62% Extracting and writing features... 63% Extracting and writing features... 64% Extracting and writing features... 65% Extracting and writing features... 66% Extracting and writing features... 67% Extracting and writing features... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 72% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 77% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 82% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% Extracting and writing features... 87% Extracting and writing features... 88% Extracting and writing features... 89% Extracting and writing features... 90% Extracting and writing features... 91% Extracting and writing features... 92% Extracting and writing features... 93% Extracting and writing features... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 98% Extracting and writing features... 99% Extracting and writing features... 100% Extracting and writing features... Done + +Validating against ground truth at 50 ms: +precision 78.3, recall 89.5, accuracy 71.7, F 83.5 <-- main measure + +Validating against MIREX submission at 50 ms: +precision 78.3, recall 67.1, accuracy 56.6, F 72.3 + +Validating MIREX against ground truth at 50 ms: +precision 67.8, recall 90.4, accuracy 63.3, F 77.5 + +Validating against ground truth at 100 ms: +precision 79.1, recall 90.4, accuracy 73, F 84.4 + +Validating against MIREX submission at 100 ms: +precision 90.8, recall 77.8, accuracy 72.1, F 83.8 + +Validating MIREX against ground truth at 100 ms: +precision 70, recall 93.3, accuracy 66.6, F 80 + + +real 3m19.938s +user 7m28.427s +sys 0m3.373s
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/evaluation/run.sh Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,117 @@ +#!/bin/sh + +trios_path="/home/cannam/Music/TRIOS_dataset" +yc="/home/cannam/code/may/bin/yc" + +if [ ! -d "$trios_path" ]; then + echo "TRIOS dataset directory $trios_path not found, giving up" + exit 1 +fi + +if ! "$yc" -v ; then + echo "Failed to run Yeti compiler yc at $yc_path, giving up"; +fi + +if ! sonic-annotator -v ; then + echo "Failed to run sonic-annotator (not in PATH?), giving up" + exit 1 +fi + +rdffile="../../silvet.n3" +if [ ! -f "$rdffile" ] ; then + echo "Failed to find plugin RDF file at $rdffile, giving up" + exit 1 +fi + +case "$trios_path" in +*\ *) echo "TRIOS dataset path $trios_path has a space in it, this script won't handle that"; exit 1;; +esac + +VAMP_PATH=../.. +export VAMP_PATH + +outfile="/tmp/$$" + +tmpwav="/tmp/$$norm.wav" + +instfile="/tmp/$$instruments.txt" + +transfile="/tmp/$$transform.ttl" + +trap 'rm -f "$outfile" "$tmpwav" "$instfile" "$transfile" "$outfile.lab"' 0 + +# Use the mix and single-instrument non-synthetic files for a (varied) +# subset of the TRIOS dataset. Omit percussion (but we still use the +# Take Five example, even though it's largely percussion, because it's +# a good test of how we do with other instruments in the presence of +# percussion). +infiles=`find "$trios_path" -name \*.wav -print | egrep '(mozart|lussier|take_five)' | grep -v _syn.wav | grep -v kick.wav | grep -v ride.wav | grep -v snare.wav` + +grep Piano "$rdffile" | sed 's/^.*( *//' | sed 's/ *).*$//' | sed 's/ "/\n/g' | sed 's/"//g' | tr '[A-Z]' '[a-z]' | tail -n +2 | cat -n > "$instfile" + +instrument_for() { + filename="$1" + base=`basename "$filename" .wav` + instrument_no=`grep "$base" "$instfile" | awk '{ print $1; }'` + if [ -z "$instrument_no" ] || [ -z "$base" ]; + then echo 0 + else echo "$instrument_no" + fi +} + +echo +echo "Input files are:" +echo $infiles | fmt -1 + +time for infile in $infiles; do + + echo + echo "Evaluating for file $infile..." + + instrument=`instrument_for "$infile"` + case "$instrument" in + [0-9]*) ;; + *) echo "Instrument extraction failed for infile $infile -- not even default multi-instrument setting returned?"; exit 1;; + esac + + piece=`basename \`dirname "$infile" \`` + arrangement=`basename "$infile" .wav` + + echo + echo "For piece $piece, arrangement $arrangement, using instrument $instrument..." + + sox "$infile" "$tmpwav" gain -n -6.020599913279624 + + # generate the transform by interpolating the instrument parameter + cat transform.ttl | sed "s/INSTRUMENT_PARAMETER/$instrument/" > "$transfile" + + sonic-annotator \ + --writer csv \ + --csv-one-file "$outfile" \ + --csv-force \ + --transform "$transfile" \ + "$tmpwav" + + cat "$outfile" | \ + sed 's/^[^,]*,//' | \ + while IFS=, read start duration frequency level label; do + end=`echo "$start $duration + p" | dc` + echo -e "$start\t$end\t$frequency" + done > "$outfile.lab" + + for ms in 50 100; do + mark="" + if [ "$ms" = "50" ]; then mark=" <-- main measure"; fi; + echo + echo "Validating against ground truth at $ms ms:" + "$yc" ./evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/$piece/$arrangement.lab" "$outfile.lab" | sed 's/$/'"$mark"'/' + echo + echo "Validating against MIREX submission at $ms ms:" + "$yc" ./evaluate_lab.yeti "$ms" "../TRIOS-mirex2012-matlab/$piece/$arrangement.lab" "$outfile.lab" + echo + echo "Validating MIREX against ground truth at $ms ms": + "$yc" ./evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/$piece/$arrangement.lab" "../TRIOS-mirex2012-matlab/$piece/$arrangement.lab" + done; + + echo +done
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/evaluation/transform.ttl Wed Jun 04 11:46:01 2014 +0100 @@ -0,0 +1,21 @@ +@prefix xsd: <http://www.w3.org/2001/XMLSchema#> . +@prefix vamp: <http://purl.org/ontology/vamp/> . +@prefix : <#> . + +:transform a vamp:Transform ; + vamp:plugin <http://vamp-plugins.org/rdf/plugins/silvet#silvet> ; + vamp:step_size "1024"^^xsd:int ; + vamp:block_size "1024"^^xsd:int ; + vamp:parameter_binding [ + vamp:parameter [ vamp:identifier "finetune" ] ; + vamp:value "0"^^xsd:float ; + ] ; + vamp:parameter_binding [ + vamp:parameter [ vamp:identifier "instrument" ] ; + vamp:value "INSTRUMENT_PARAMETER"^^xsd:float ; + ] ; + vamp:parameter_binding [ + vamp:parameter [ vamp:identifier "mode" ] ; + vamp:value "1"^^xsd:float ; + ] ; + .
--- a/testdata/timing/run.sh Thu May 29 15:18:14 2014 +0100 +++ b/testdata/timing/run.sh Wed Jun 04 11:46:01 2014 +0100 @@ -45,13 +45,13 @@ for ms in 50 100 150; do echo echo "Validating against ground truth at $ms ms:" - "$yc" ../evaluation/evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/take_five.lab" "$outfile.lab" + "$yc" ../evaluation/evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/take_five/mix.lab" "$outfile.lab" echo echo "Validating against MIREX submission at $ms ms:" "$yc" ../evaluation/evaluate_lab.yeti "$ms" "../TRIOS-mirex2012-matlab/take_five/mix.lab" "$outfile.lab" echo echo "Validating MIREX against ground truth at $ms ms": - "$yc" ../evaluation/evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/take_five.lab" "../TRIOS-mirex2012-matlab/take_five/mix.lab" + "$yc" ../evaluation/evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/take_five/mix.lab" "../TRIOS-mirex2012-matlab/take_five/mix.lab" done; echo