Mercurial > hg > silvet
changeset 231:d9b688700819 norm eval-norm-todate
Merge from default branch
| author | Chris Cannam |
|---|---|
| date | Wed, 16 Jul 2014 17:46:15 +0100 |
| parents | 5ba328aae5be (current diff) 9fa02a1c9bb6 (diff) |
| children | aec03b944a5e |
| files | testdata/TRIOS-groundtruth/convert_midifileout.yeti testdata/TRIOS-groundtruth/convert_svout.yeti testdata/evaluation/batchProcessingEvaluate.m testdata/evaluation/computeNoteLevelAccuracy.m testdata/evaluation/convertMIDIToPianoRoll.m |
| diffstat | 32 files changed, 12274 insertions(+), 234 deletions(-) [+] |
line wrap: on
line diff
--- a/.hgsubstate Tue Jul 15 13:32:27 2014 +0100 +++ b/.hgsubstate Wed Jul 16 17:46:15 2014 +0100 @@ -1,2 +1,2 @@ a2621605a8c2119bb063c59e83f4fe792a58e4ac bqvec -c7d17fcd215cd2ab66b66c5b89651932cd22d355 constant-q-cpp +e6b00b4788bedadb1ca855ea4f67a765fbe52034 constant-q-cpp
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/data/include/pianorwc.h Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,97 @@ +/* Do not edit: this file was automatically generated by generateTemplatesC */ + +{ + "pianorwc", + 16, + 72, + { + { 0.0, 0.0, 0.0020475, 0.0017849, 9.1967E-4, 3.201E-4, 2.3981E-4, 1.6378E-4, 1.8318E-4, 1.7028E-4, 2.239E-4, 3.0345E-4, 2.8028E-4, 2.3822E-4, 2.8083E-4, 2.9009E-4, 2.774E-4, 3.2318E-4, 3.1838E-4, 2.7477E-4, 2.4179E-4, 2.0002E-4, 1.8252E-4, 2.5878E-4, 2.9982E-4, 2.6609E-4, 2.7522E-4, 2.586E-4, 2.3664E-4, 2.908E-4, 2.9658E-4, 2.5496E-4, 2.5436E-4, 2.3947E-4, 1.8138E-4, 1.3457E-4, 1.3672E-4, 1.3518E-4, 1.4047E-4, 1.4981E-4, 1.9287E-4, 2.0112E-4, 1.8586E-4, 1.8338E-4, 1.9885E-4, 2.3789E-4, 2.0281E-4, 2.1922E-4, 2.6021E-4, 3.487E-4, 4.7426E-4, 9.9496E-4, 0.0014982, 0.0014667, 8.5621E-4, 3.9976E-4, 3.3582E-4, 3.0712E-4, 3.3094E-4, 3.6317E-4, 5.8137E-4, 0.0020281, 0.0034359, 0.0030371, 0.0014098, 4.512E-4, 3.3863E-4, 2.7125E-4, 2.2943E-4, 1.8389E-4, 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--- a/data/include/templates.h Tue Jul 15 13:32:27 2014 +0100 +++ b/data/include/templates.h Wed Jul 16 17:46:15 2014 +0100 @@ -5,7 +5,7 @@ /* note: intended to parse as both C and C++ */ -#define SILVET_TEMPLATE_COUNT 12 /* Number of instruments */ +#define SILVET_TEMPLATE_COUNT 14 /* Number of instruments */ #define SILVET_TEMPLATE_NOTE_COUNT 88 /* Number of notes per instrument */ #define SILVET_TEMPLATE_HEIGHT 545 /* Frequency bins per template */ #define SILVET_TEMPLATE_MAX_SHIFT 2 /* Zeros at either end of template */ @@ -31,9 +31,11 @@ #include "oboe.h" #include "tenorsax.h" #include "violin.h" +#include "viola.h" #include "piano1.h" #include "piano2.h" #include "piano3.h" +#include "pianorwc.h" }; #endif
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/data/include/viola.h Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,97 @@ +/* Do not edit: this file was automatically generated by generateTemplatesC */ + +{ + "viola", + 27, + 69, + { + { 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 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--- a/silvet.n3 Tue Jul 15 13:32:27 2014 +0100 +++ b/silvet.n3 Wed Jul 16 17:46:15 2014 +0100 @@ -80,7 +80,7 @@ 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"); + vamp:value_names ( "Multiple or unknown instruments" "Piano" "Guitar" "Violin" "Viola" "Cello" "Horn" "Flute" "Oboe" "Clarinet" "Tenor Sax" "Bassoon" "String quartet" "Wind ensemble"); . plugbase:silvet_param_finetune a vamp:QuantizedParameter ; vamp:identifier "finetune" ;
--- a/src/Instruments.cpp Tue Jul 15 13:32:27 2014 +0100 +++ b/src/Instruments.cpp Wed Jul 16 17:46:15 2014 +0100 @@ -34,6 +34,7 @@ // name and one for the template to look up "Guitar", "guitar", "Violin", "violin", + "Viola", "viola", "Cello", "cello", "Horn", "horn", "Flute", "flute", @@ -44,10 +45,11 @@ }; static bool -isString(int i) +isBowedString(int i) { string tname(simpleInstruments[i+1]); return tname == "violin" + || tname == "viola" || tname == "cello" ; } @@ -124,11 +126,13 @@ allTemplates.push_back(templatesFor("piano1")); allTemplates.push_back(templatesFor("piano2")); allTemplates.push_back(templatesFor("piano3")); + allTemplates.push_back(templatesFor("pianorwc")); vector<Templates> pianoTemplates; pianoTemplates.push_back(templatesFor("piano1")); pianoTemplates.push_back(templatesFor("piano2")); pianoTemplates.push_back(templatesFor("piano3")); + pianoTemplates.push_back(templatesFor("pianorwc")); InstrumentPack piano(silvet_templates_lowest_note, silvet_templates_highest_note, "Piano", @@ -161,7 +165,7 @@ // instr.pitchSparsity = 1.5; instr.maxPolyphony = 5; instr.levelThreshold = 6; - if (isString(i)) { + if (isBowedString(i)) { // instr.maxPolyphony = 2; // instr.levelThreshold = 3; stringTemplates.push_back(t); @@ -188,7 +192,7 @@ InstrumentPack strings(silvet_templates_lowest_note, // cello silvet_templates_highest_note, // violin - "String ensemble", + "String quartet", stringTemplates); strings.maxPolyphony = 5; strings.levelThreshold = 3;
--- a/testdata/TRIOS-groundtruth/convert_midifileout.yeti Tue Jul 15 13:32:27 2014 +0100 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,73 +0,0 @@ - -// 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; -
--- a/testdata/TRIOS-groundtruth/convert_svout.yeti Tue Jul 15 13:32:27 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_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; -
--- a/testdata/evaluation/batchProcessingEvaluate.m Tue Jul 15 13:32:27 2014 +0100 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,33 +0,0 @@ -function [Pre,Rec,F] = batchProcessingEvaluate(folder) - -% Evaluate transcription output, using onset-only note-based metrics -% e.g. [Pre,Rec,F] = batchProcessingEvaluate('TRIOS-mirex2012-matlab'); - - -fileList = dir(folder); -fileCount = 0; - -for i=3:length(fileList) - - if(isdir([folder '/' fileList(i).name])) - - fileCount = fileCount + 1; - - - % Load ground truth - [pianoRollGT,nmatGT] = convertMIDIToPianoRoll([fileList(i).name '.mid'],10,1.0); - - - % Load transcripton nmat - nmat = load([folder '/' fileList(i).name '/' 'mix.lab']); - - - % Convert 3rd nmat column to MIDI scale - nmat(:,3) = round(12.*log2(nmat(:,3)./27.5) + 1); - - - % Compute onset-based note-level accuracy - [Pre(fileCount),Rec(fileCount),F(fileCount)] = computeNoteLevelAccuracy(nmat,nmatGT); - - end; -end; \ No newline at end of file
--- a/testdata/evaluation/computeNoteLevelAccuracy.m Tue Jul 15 13:32:27 2014 +0100 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,48 +0,0 @@ -function [Pre,Rec,F,Acc,PreOff,RecOff,FOff,AccOff] = computeNoteLevelAccuracy(nmat1,nmat2) - -% Compute note-level onset-only and onset-offset accuracy (Bay09) - - -% Initialize -if (isempty(nmat1)) Pre=0; Rec=0; F=0; Acc=0; return; end; - -% Total number of transcribed notes -Ntot = size(nmat1,1); - -% Number of reference notes -Nref = size(nmat2,1); - -% Number of correctly transcribed notes, onset within a +/-50 ms range -Ncorr = 0; -NcorrOff = 0; -for j=1:size(nmat2,1) - for i=1:size(nmat1,1) - if( (nmat1(i,3) == nmat2(j,3)) && (abs(nmat2(j,1)-nmat1(i,1))<=0.05) ) - Ncorr = Ncorr+1; - - % If offset within a +/-50 ms range or within 20% of ground-truth note's duration - if abs(nmat2(j,2) - nmat1(i,2)) <= max(0.05, 0.2 * (nmat2(j,2) - nmat2(j,1))) - NcorrOff = NcorrOff +1; - end; - - break; % In order to consider duplicates as false alarms - - end; - end; -end; - -% Number of onset-only P-R-F-Acc -Nfp = Ntot-Ncorr; -Nfn = Nref-Ncorr; -Rec = Ncorr/Nref; -Pre = Ncorr/Ntot; -F = 2*((Pre*Rec)/(Pre+Rec)); -Acc= Ncorr/(Ncorr+Nfp+Nfn); - -% Number of onset-offset P-R-F-Acc -NfpOff = Ntot-NcorrOff; -NfnOff = Nref-NcorrOff; -RecOff = NcorrOff/Nref; -PreOff = NcorrOff/Ntot; -FOff = 2*((PreOff*RecOff)/(PreOff+RecOff)); -AccOff= NcorrOff/(NcorrOff+NfpOff+NfnOff); \ No newline at end of file
--- a/testdata/evaluation/convertMIDIToPianoRoll.m Tue Jul 15 13:32:27 2014 +0100 +++ /dev/null Thu Jan 01 00:00:00 1970 +0000 @@ -1,31 +0,0 @@ -function [pianoRoll,newnmat] = convertMIDIToPianoRoll(filename,timeResolution,dur) - -% Time resolution is in msec -% eg. pianoRoll = convertMIDIToPianoRoll('bach_847MINp_align.mid',10); - -% Read MIDI file -nmat = readmidi(filename); - - -% Gather MIDI information -[n1 n2] = size(nmat); -lenthInSec = nmat(n1,6) + nmat(n1,7); -pianoRoll = zeros(88,round(lenthInSec*(1000/timeResolution))); - - -% Fill piano roll -for i=1:n1 - pianoRoll(round(nmat(i,4)-20),round(nmat(i,6)*(1000/timeResolution))+1:round(nmat(i,6)*(1000/timeResolution)+dur*nmat(i,7)*(1000/timeResolution))+1) = 1; -end; - -pianoRoll = pianoRoll'; - -% Plot piano roll -%figure; imagesc(imrotate(pianoRoll,0)); axis xy -%colormap('gray'); xlabel('time frame'); ylabel('Pitch'); - - -% Convert to non-MIDI nmat -newnmat(:,1) = nmat(:,6); -newnmat(:,2) = nmat(:,6)+nmat(:,7); -newnmat(:,3) = nmat(:,4)-20; \ No newline at end of file
--- a/testdata/evaluation/evaluate_lab.yeti Tue Jul 15 13:32:27 2014 +0100 +++ b/testdata/evaluation/evaluate_lab.yeti Wed Jul 16 17:46:15 2014 +0100 @@ -51,11 +51,17 @@ report { ntot, nref, ncorr } = (nfp = ntot - ncorr; nfn = nref - ncorr; - rec = ncorr / nref; - pre = ncorr / ntot; - f = 2 * ((pre * rec) / (pre + rec)); - acc = ncorr / (ncorr + nfp + nfn); - println "precision \(pc pre), recall \(pc rec), accuracy \(pc acc), F \(pc f)"); + if nref == 0 then + println "ERROR: no events in reference!" + elif ntot == 0 then + println "WARNING: no events transcribed!" + else + rec = ncorr / nref; + pre = ncorr / ntot; + f = if pre + rec == 0 then 0 else 2 * ((pre * rec) / (pre + rec)) fi; + acc = ncorr / (ncorr + nfp + nfn); + println "precision \(pc pre), recall \(pc rec), accuracy \(pc acc), F \(pc f)"; + fi); case (list _argv) of reqd::ref::trans::[]: report (evaluate (number reqd / 1000) ref trans);
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/evaluation/outputs/piano-d721a17f3e14-default.txt Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,907 @@ +Yeti 0.9.9+ +1.0 +make -C constant-q-cpp -f Makefile.linux libcq.a +make[1]: Entering directory '/home/cannam/code/silvet/constant-q-cpp' +make[1]: 'libcq.a' is up to date. +make[1]: Leaving directory '/home/cannam/code/silvet/constant-q-cpp' + +Input files are: +/home/cannam/Music/piano_small_dataset/MAPS_MUS-bach_846_AkPnBcht.wav +/home/cannam/Music/piano_small_dataset/31.wav +/home/cannam/Music/piano_small_dataset/MAPS_MUS-scn15_7_SptkBGAm.wav +/home/cannam/Music/piano_small_dataset/mz_333_1MINp_align.wav +/home/cannam/Music/piano_small_dataset/MAPS_MUS-chpn_op7_1_ENSTDkAm.wav + +Evaluating for file /home/cannam/Music/piano_small_dataset/MAPS_MUS-bach_846_AkPnBcht.wav... + +For file MAPS_MUS-bach_846_AkPnBcht, instrument 1, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 92.3, recall 8, accuracy 8, F 14.8 <-- main piano preset for MAPS_MUS-bach_846_AkPnBcht (norm = no) + +Validating against ground truth at 100 ms: +precision 100, recall 8.7, accuracy 8.7, F 16 + +Validating against ground truth at 150 ms: +precision 100, recall 8.7, accuracy 8.7, F 16 + + +For file MAPS_MUS-bach_846_AkPnBcht, instrument 1, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 98.3, recall 78.5, accuracy 77.4, F 87.3 <-- main piano preset for MAPS_MUS-bach_846_AkPnBcht (norm = yes) + +Validating against ground truth at 100 ms: +precision 100, recall 79.8, accuracy 79.8, F 88.8 + +Validating against ground truth at 150 ms: +precision 100, recall 79.8, accuracy 79.8, F 88.8 + + +For file MAPS_MUS-bach_846_AkPnBcht, instrument 0, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 96.8, recall 20.8, accuracy 20.6, F 34.2 <-- main generic preset for MAPS_MUS-bach_846_AkPnBcht (norm = no) + +Validating against ground truth at 100 ms: +precision 100, recall 21.4, accuracy 21.4, F 35.3 + +Validating against ground truth at 150 ms: +precision 100, recall 21.4, accuracy 21.4, F 35.3 + + +For file MAPS_MUS-bach_846_AkPnBcht, instrument 0, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 87.8, recall 72.4, accuracy 65.8, F 79.4 <-- main generic preset for MAPS_MUS-bach_846_AkPnBcht (norm = yes) + +Validating against ground truth at 100 ms: +precision 93.4, recall 77.1, accuracy 73.2, F 84.5 + +Validating against ground truth at 150 ms: +precision 93.4, recall 77.1, accuracy 73.2, F 84.5 + + +Evaluating for file /home/cannam/Music/piano_small_dataset/31.wav... + +For file 31, instrument 1, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 93.3, recall 20.1, accuracy 19.8, F 33.1 <-- main piano preset for 31 (norm = no) + +Validating against ground truth at 100 ms: +precision 100, recall 21.5, accuracy 21.5, F 35.5 + +Validating against ground truth at 150 ms: +precision 100, recall 21.5, accuracy 21.5, F 35.5 + + +For file 31, instrument 1, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 58.8, recall 43.1, accuracy 33.1, F 49.7 <-- main piano preset for 31 (norm = yes) + +Validating against ground truth at 100 ms: +precision 72.5, recall 53.2, accuracy 44.3, F 61.4 + +Validating against ground truth at 150 ms: +precision 78.4, recall 57.5, accuracy 49.6, F 66.3 + + +For file 31, instrument 0, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 82.5, recall 23.7, accuracy 22.6, F 36.8 <-- main generic preset for 31 (norm = no) + +Validating against ground truth at 100 ms: +precision 92.5, recall 26.6, accuracy 26, F 41.3 + +Validating against ground truth at 150 ms: +precision 92.5, recall 26.6, accuracy 26, F 41.3 + + +For file 31, instrument 0, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 57.6, recall 43.1, accuracy 32.7, F 49.3 <-- main generic preset for 31 (norm = yes) + +Validating against ground truth at 100 ms: +precision 65.3, recall 48.9, accuracy 38.8, F 55.9 + +Validating against ground truth at 150 ms: +precision 76.9, recall 57.5, accuracy 49, F 65.8 + + +Evaluating for file /home/cannam/Music/piano_small_dataset/MAPS_MUS-scn15_7_SptkBGAm.wav... + +For file MAPS_MUS-scn15_7_SptkBGAm, instrument 1, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 60, recall 9, accuracy 8.4, F 15.6 <-- main piano preset for MAPS_MUS-scn15_7_SptkBGAm (norm = no) + +Validating against ground truth at 100 ms: +precision 86.6, recall 13, accuracy 12.7, F 22.6 + +Validating against ground truth at 150 ms: +precision 86.6, recall 13, accuracy 12.7, F 22.6 + + +For file MAPS_MUS-scn15_7_SptkBGAm, instrument 1, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 67.7, recall 80, accuracy 57.9, F 73.3 <-- main piano preset for MAPS_MUS-scn15_7_SptkBGAm (norm = yes) + +Validating against ground truth at 100 ms: +precision 72.8, recall 86, accuracy 65.1, F 78.8 + +Validating against ground truth at 150 ms: +precision 74.5, recall 88, accuracy 67.6, F 80.7 + + +For file MAPS_MUS-scn15_7_SptkBGAm, instrument 0, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 41.6, recall 10, accuracy 8.7, F 16.1 <-- main generic preset for MAPS_MUS-scn15_7_SptkBGAm (norm = no) + +Validating against ground truth at 100 ms: +precision 75, recall 18, accuracy 16.9, F 29 + +Validating against ground truth at 150 ms: +precision 75, recall 18, accuracy 16.9, F 29 + + +For file MAPS_MUS-scn15_7_SptkBGAm, instrument 0, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 57.6, recall 79, accuracy 50, F 66.6 <-- main generic preset for MAPS_MUS-scn15_7_SptkBGAm (norm = yes) + +Validating against ground truth at 100 ms: +precision 62.7, recall 86, accuracy 56.9, F 72.5 + +Validating against ground truth at 150 ms: +precision 64.9, recall 89, accuracy 60.1, F 75.1 + + +Evaluating for file /home/cannam/Music/piano_small_dataset/mz_333_1MINp_align.wav... + +For file mz_333_1MINp_align, instrument 1, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 8000Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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 8000 +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/14988.wav" +Audio file "/tmp/14988.wav": 1ch at 8000Hz + Extracting and writing features... 6% Extracting and writing features... 13% Extracting and writing features... 20% Extracting and writing features... 27% Extracting and writing features... 34% Extracting and writing features... 41% Extracting and writing features... 47% Extracting and writing features... 54% Extracting and writing features... 61% Extracting and writing features... 68% Extracting and writing features... 75% Extracting and writing features... 82% Extracting and writing features... 88% Extracting and writing features... 95% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 28.5, recall 1.3, accuracy 1.2, F 2.5 <-- main piano preset for mz_333_1MINp_align (norm = no) + +Validating against ground truth at 100 ms: +precision 85.7, recall 3.9, accuracy 3.8, F 7.5 + +Validating against ground truth at 150 ms: +precision 85.7, recall 3.9, accuracy 3.8, F 7.5 + + +For file mz_333_1MINp_align, instrument 1, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 8000Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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 8000 +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/14988.wav" +Audio file "/tmp/14988.wav": 1ch at 8000Hz + Extracting and writing features... 6% Extracting and writing features... 13% Extracting and writing features... 20% Extracting and writing features... 27% Extracting and writing features... 34% Extracting and writing features... 41% Extracting and writing features... 47% Extracting and writing features... 54% Extracting and writing features... 61% Extracting and writing features... 68% Extracting and writing features... 75% Extracting and writing features... 82% Extracting and writing features... 88% Extracting and writing features... 95% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 63.4, recall 67.9, accuracy 48.8, F 65.6 <-- main piano preset for mz_333_1MINp_align (norm = yes) + +Validating against ground truth at 100 ms: +precision 73.1, recall 78.4, accuracy 60.9, F 75.7 + +Validating against ground truth at 150 ms: +precision 75.6, recall 81, accuracy 64.2, F 78.2 + + +For file mz_333_1MINp_align, instrument 0, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 8000Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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 8000 +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/14988.wav" +Audio file "/tmp/14988.wav": 1ch at 8000Hz + Extracting and writing features... 6% Extracting and writing features... 13% Extracting and writing features... 20% Extracting and writing features... 27% Extracting and writing features... 34% Extracting and writing features... 41% Extracting and writing features... 47% Extracting and writing features... 54% Extracting and writing features... 61% Extracting and writing features... 68% Extracting and writing features... 75% Extracting and writing features... 82% Extracting and writing features... 88% Extracting and writing features... 95% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 28.5, recall 2.6, accuracy 2.4, F 4.7 <-- main generic preset for mz_333_1MINp_align (norm = no) + +Validating against ground truth at 100 ms: +precision 71.4, recall 6.5, accuracy 6.3, F 11.9 + +Validating against ground truth at 150 ms: +precision 78.5, recall 7.1, accuracy 7, F 13.1 + + +For file mz_333_1MINp_align, instrument 0, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 1 from file +Taking default sample rate of 8000Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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 8000 +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/14988.wav" +Audio file "/tmp/14988.wav": 1ch at 8000Hz + Extracting and writing features... 6% Extracting and writing features... 13% Extracting and writing features... 20% Extracting and writing features... 27% Extracting and writing features... 34% Extracting and writing features... 41% Extracting and writing features... 47% Extracting and writing features... 54% Extracting and writing features... 61% Extracting and writing features... 68% Extracting and writing features... 75% Extracting and writing features... 82% Extracting and writing features... 88% Extracting and writing features... 95% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 64.6, recall 62, accuracy 46.3, F 63.3 <-- main generic preset for mz_333_1MINp_align (norm = yes) + +Validating against ground truth at 100 ms: +precision 78.9, recall 75.8, accuracy 63, F 77.3 + +Validating against ground truth at 150 ms: +precision 82.3, recall 79, accuracy 67.5, F 80.6 + + +Evaluating for file /home/cannam/Music/piano_small_dataset/MAPS_MUS-chpn_op7_1_ENSTDkAm.wav... + +For file MAPS_MUS-chpn_op7_1_ENSTDkAm, instrument 1, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 45.7, recall 22.9, accuracy 18, F 30.5 <-- main piano preset for MAPS_MUS-chpn_op7_1_ENSTDkAm (norm = no) + +Validating against ground truth at 100 ms: +precision 78.8, recall 39.5, accuracy 35.7, F 52.7 + +Validating against ground truth at 150 ms: +precision 83.8, recall 42, accuracy 38.8, F 56 + + +For file MAPS_MUS-chpn_op7_1_ENSTDkAm, instrument 1, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 41.2, recall 27.5, accuracy 19.7, F 33 <-- main piano preset for MAPS_MUS-chpn_op7_1_ENSTDkAm (norm = yes) + +Validating against ground truth at 100 ms: +precision 65.6, recall 43.8, accuracy 35.6, F 52.5 + +Validating against ground truth at 150 ms: +precision 72.4, recall 48.4, accuracy 40.8, F 58 + + +For file MAPS_MUS-chpn_op7_1_ENSTDkAm, instrument 0, norm no... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 40.9, recall 21.5, accuracy 16.4, F 28.2 <-- main generic preset for MAPS_MUS-chpn_op7_1_ENSTDkAm (norm = no) + +Validating against ground truth at 100 ms: +precision 73.8, recall 38.8, accuracy 34.1, F 50.9 + +Validating against ground truth at 150 ms: +precision 77.1, recall 40.6, accuracy 36.2, F 53.2 + + +For file MAPS_MUS-chpn_op7_1_ENSTDkAm, instrument 0, norm yes... +force -> +one-file -> /tmp/14988 +Have audio source: "/tmp/14988.wav" + Determining default rate and channel count from first input file... Done +File or URL "/tmp/14988.wav" opened successfully +Taking default channel count of 2 from file +Taking default sample rate of 44100Hz from file +(Note: Default may be overridden by transforms) +Duplicate statement encountered on import in ImportFailOnDuplicates mode [with triple <( <http://vamp-plugins.org/rdf/plugins/silvet#library> <http://purl.org/ontology/vamp/available_plugin> <http://vamp-plugins.org/rdf/plugins/silvet#silvet> )>] +PluginRDFIndexer::pullURL: Document at file:///home/cannam/code/silvet/silvet2.n3 duplicates triples found in earlier loaded document -- skipping it +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/14988.wav" +Audio file "/tmp/14988.wav": 2ch at 44100Hz + Extracting and writing features... 1% Extracting and writing features... 2% Extracting and writing features... 3% 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... 16% Extracting and writing features... 17% Extracting and writing features... 18% Extracting and writing features... 19% Extracting and writing features... 21% Extracting and writing features... 22% Extracting and writing features... 23% Extracting and writing features... 24% Extracting and writing features... 26% Extracting and writing features... 27% Extracting and writing features... 28% Extracting and writing features... 29% Extracting and writing features... 31% Extracting and writing features... 32% Extracting and writing features... 33% Extracting and writing features... 34% 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... 42% Extracting and writing features... 43% Extracting and writing features... 44% Extracting and writing features... 45% Extracting and writing features... 47% Extracting and writing features... 48% Extracting and writing features... 49% Extracting and writing features... 50% Extracting and writing features... 52% Extracting and writing features... 53% Extracting and writing features... 54% Extracting and writing features... 55% Extracting and writing features... 57% Extracting and writing features... 58% Extracting and writing features... 59% Extracting and writing features... 60% 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... 68% Extracting and writing features... 69% Extracting and writing features... 70% Extracting and writing features... 71% Extracting and writing features... 73% Extracting and writing features... 74% Extracting and writing features... 75% Extracting and writing features... 76% Extracting and writing features... 78% Extracting and writing features... 79% Extracting and writing features... 80% Extracting and writing features... 81% Extracting and writing features... 83% Extracting and writing features... 84% Extracting and writing features... 85% Extracting and writing features... 86% 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... 94% Extracting and writing features... 95% Extracting and writing features... 96% Extracting and writing features... 97% Extracting and writing features... 99% Extracting and writing features... Done + + +Validating against ground truth at 50 ms: +precision 35.4, recall 27.2, accuracy 18.2, F 30.8 <-- main generic preset for MAPS_MUS-chpn_op7_1_ENSTDkAm (norm = yes) + +Validating against ground truth at 100 ms: +precision 56.6, recall 43.4, accuracy 32.6, F 49.2 + +Validating against ground truth at 150 ms: +precision 60.8, recall 46.6, accuracy 35.8, F 52.8 + + +real 36m28.019s +user 46m47.910s +sys 1m43.017s
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/evaluation/run-piano.sh Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,120 @@ +#!/bin/sh + +# Assumption: instrument parameter value 0 of the Silvet plugin is +# always "multiple or unknown instruments" and 1 is always "piano". + +piano_path="/home/cannam/Music/piano_small_dataset" +yc="/home/cannam/code/may/bin/yc" + +if [ ! -d "$piano_path" ]; then + echo "Piano dataset directory $piano_path not found, giving up" + exit 1 +fi + +if ! "$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 $rdffile, giving up" + exit 1 +fi + +case "$piano_path" in +*\ *) echo "Piano dataset path $piano_path has a space in it, this script won't handle that"; exit 1;; +esac + +( cd ../.. ; make -f Makefile.linux ) || exit 1 + +VAMP_PATH=../.. +export VAMP_PATH + +outfile="/tmp/$$" +reference="/tmp/$$ref" + +tmpwav="/tmp/$$.wav" + +transfile="/tmp/$$transform.ttl" + +trap 'rm -f "$outfile" "$tmpwav" "$instfile" "$transfile" "$outfile.lab"' 0 + +infiles=$(find "$piano_path" -name \*.wav) + +echo +echo "Input files are:" +echo $infiles | fmt -1 + +time for infile in $infiles; do + + echo + echo "Evaluating for file $infile..." + + intended_instrument=1 ## assumption: 1 == piano + + # We run this twice, once using the default instrument + # (i.e. "multiple or unknown") and once using the intended + # instrument preset (piano). + + filename=$(basename "$infile" .wav) + + duration=30 + + for instrument in $intended_instrument 0; do + + for norm in no yes; do + + echo + echo "For file $filename, instrument $instrument, norm $norm..." + + if [ "$norm" = "no" ]; then + # Don't normalise -- part of the point here is to make + # it work for various different levels + sox "$infile" "$tmpwav" trim 0 $duration + else + # Normalise as reference + sox "$infile" "$tmpwav" trim 0 $duration gain -n -6.020599913279624 + fi + + # generate the transform by interpolating the instrument parameter + cat transform.ttl | sed "s/INSTRUMENT_PARAMETER/$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 > "$outfile.lab" + + for ms in 50 100 150; do + mark="" + if [ "$ms" = "50" ]; then + if [ "$instrument" = "0" ]; then + mark=" <-- main generic preset for $filename (norm = $norm)"; + else + mark=" <-- main piano preset for $filename (norm = $norm)"; + fi + fi; + echo + echo "Validating against ground truth at $ms ms:" + egrep '(^[0-9]\.)|(^[012][0-9]\.)' "../piano-groundtruth/$filename.lab" > "$reference.lab" + "$yc" ./evaluate_lab.yeti "$ms" "$reference.lab" "$outfile.lab" | sed 's,$,'"$mark"',' + cp "$reference.lab" /tmp/reference.lab + cp "$outfile.lab" /tmp/detected.lab + done; + echo + done + done +done
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/piano-groundtruth/31.lab Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,1897 @@ +0.139433106 0.512380951 246.94165062806206 +0.916417233 1.947278911 329.6275569128699 +0.928072562 2.932585033 82.4068892282175 +0.941655328 1.845691609 207.65234878997256 +1.708571428 2.206303854 246.94165062806206 +1.708571428 2.125034013 123.47082531403103 +2.272335600 2.71419501 311.1269837220809 +2.292653061 2.6532426300000003 207.65234878997256 +2.739591836 3.1052607699999997 329.6275569128699 +2.790385487 3.338888888 123.47082531403103 +2.841156462 2.968140588 246.94165062806206 +3.328730158 5.96419501 369.9944227116344 +3.354126984 5.108072562 61.7354126570155 +3.359206349 5.649886621 311.1269837220809 +3.379523809 4.067505668 220.0 +4.003015873 4.501791383 246.94165062806206 +4.007301587 4.445895691 123.47082531403103 +4.501791383 5.030680271 220.0 +4.974784580 5.541995464 123.47082531403103 +4.974784580 5.426281178 246.94165062806206 +5.434875283 7.090090702 61.7354126570155 +5.443469387 5.729637187000001 220.0 +5.968888888 6.245668933 415.3046975799451 +5.982970521 6.583446711000001 123.47082531403103 +5.997029478 6.240975056 246.94165062806206 +6.475532879 7.1510657580000005 415.3046975799451 +6.508367346 6.719478457 220.0 +6.517755102 6.972811791 311.1269837220809 +7.029092970 7.291814058 369.9944227116344 +7.033786848 7.193287981 246.94165062806206 +7.066621315 7.898956914999999 123.47082531403103 +7.662403628 10.202607709 415.3046975799451 +7.695260770 8.408231291 207.65234878997256 +7.699501133 9.490408162 82.4068892282175 +7.707981859 9.831088434 329.6275569128699 +8.344557823 8.709546485 123.47082531403103 +8.344557823 8.862312925000001 246.94165062806206 +8.819886621 9.405532879 207.65234878997256 +9.257006802 9.859297050999999 123.47082531403103 +9.273968253 9.769931971 246.94165062806206 +9.715351473 11.453560089 82.4068892282175 +9.732312925 9.948639455 207.65234878997256 +10.230816326 10.484784579 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--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/scripts/convert_midifileout.yeti Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,79 @@ + +// 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, we don't parse time +// signatures, and we only handle the first tempo event. +// +// 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; + var tempoNowFixed = false; + 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 tempoNowFixed then + failWith "Can't handle variable-tempo file"; + fi; + if length bits < 3 then + failWith "Too few bits in tempo line: \(line)"; + fi; + tempo := number (bits[2]); + tempoNowFixed := true; + eprintln "Set tempo to \(tempo)"; + elif bits[1] == "Note" then + tempoNowFixed := true; + 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/scripts/convert_svout.yeti Wed Jul 16 17:46:15 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; +
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/scripts/matlab/batchProcessingEvaluate.m Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,33 @@ +function [Pre,Rec,F] = batchProcessingEvaluate(folder) + +% Evaluate transcription output, using onset-only note-based metrics +% e.g. [Pre,Rec,F] = batchProcessingEvaluate('TRIOS-mirex2012-matlab'); + + +fileList = dir(folder); +fileCount = 0; + +for i=3:length(fileList) + + if(isdir([folder '/' fileList(i).name])) + + fileCount = fileCount + 1; + + + % Load ground truth + [pianoRollGT,nmatGT] = convertMIDIToPianoRoll([fileList(i).name '.mid'],10,1.0); + + + % Load transcripton nmat + nmat = load([folder '/' fileList(i).name '/' 'mix.lab']); + + + % Convert 3rd nmat column to MIDI scale + nmat(:,3) = round(12.*log2(nmat(:,3)./27.5) + 1); + + + % Compute onset-based note-level accuracy + [Pre(fileCount),Rec(fileCount),F(fileCount)] = computeNoteLevelAccuracy(nmat,nmatGT); + + end; +end; \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/scripts/matlab/computeNoteLevelAccuracy.m Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,48 @@ +function [Pre,Rec,F,Acc,PreOff,RecOff,FOff,AccOff] = computeNoteLevelAccuracy(nmat1,nmat2) + +% Compute note-level onset-only and onset-offset accuracy (Bay09) + + +% Initialize +if (isempty(nmat1)) Pre=0; Rec=0; F=0; Acc=0; return; end; + +% Total number of transcribed notes +Ntot = size(nmat1,1); + +% Number of reference notes +Nref = size(nmat2,1); + +% Number of correctly transcribed notes, onset within a +/-50 ms range +Ncorr = 0; +NcorrOff = 0; +for j=1:size(nmat2,1) + for i=1:size(nmat1,1) + if( (nmat1(i,3) == nmat2(j,3)) && (abs(nmat2(j,1)-nmat1(i,1))<=0.05) ) + Ncorr = Ncorr+1; + + % If offset within a +/-50 ms range or within 20% of ground-truth note's duration + if abs(nmat2(j,2) - nmat1(i,2)) <= max(0.05, 0.2 * (nmat2(j,2) - nmat2(j,1))) + NcorrOff = NcorrOff +1; + end; + + break; % In order to consider duplicates as false alarms + + end; + end; +end; + +% Number of onset-only P-R-F-Acc +Nfp = Ntot-Ncorr; +Nfn = Nref-Ncorr; +Rec = Ncorr/Nref; +Pre = Ncorr/Ntot; +F = 2*((Pre*Rec)/(Pre+Rec)); +Acc= Ncorr/(Ncorr+Nfp+Nfn); + +% Number of onset-offset P-R-F-Acc +NfpOff = Ntot-NcorrOff; +NfnOff = Nref-NcorrOff; +RecOff = NcorrOff/Nref; +PreOff = NcorrOff/Ntot; +FOff = 2*((PreOff*RecOff)/(PreOff+RecOff)); +AccOff= NcorrOff/(NcorrOff+NfpOff+NfnOff); \ No newline at end of file
--- /dev/null Thu Jan 01 00:00:00 1970 +0000 +++ b/testdata/scripts/matlab/convertMIDIToPianoRoll.m Wed Jul 16 17:46:15 2014 +0100 @@ -0,0 +1,31 @@ +function [pianoRoll,newnmat] = convertMIDIToPianoRoll(filename,timeResolution,dur) + +% Time resolution is in msec +% eg. pianoRoll = convertMIDIToPianoRoll('bach_847MINp_align.mid',10); + +% Read MIDI file +nmat = readmidi(filename); + + +% Gather MIDI information +[n1 n2] = size(nmat); +lenthInSec = nmat(n1,6) + nmat(n1,7); +pianoRoll = zeros(88,round(lenthInSec*(1000/timeResolution))); + + +% Fill piano roll +for i=1:n1 + pianoRoll(round(nmat(i,4)-20),round(nmat(i,6)*(1000/timeResolution))+1:round(nmat(i,6)*(1000/timeResolution)+dur*nmat(i,7)*(1000/timeResolution))+1) = 1; +end; + +pianoRoll = pianoRoll'; + +% Plot piano roll +%figure; imagesc(imrotate(pianoRoll,0)); axis xy +%colormap('gray'); xlabel('time frame'); ylabel('Pitch'); + + +% Convert to non-MIDI nmat +newnmat(:,1) = nmat(:,6); +newnmat(:,2) = nmat(:,6)+nmat(:,7); +newnmat(:,3) = nmat(:,4)-20; \ No newline at end of file
--- a/yeti/scratch/generateTemplatesC.yeti Tue Jul 15 13:32:27 2014 +0100 +++ b/yeti/scratch/generateTemplatesC.yeti Wed Jul 16 17:46:15 2014 +0100 @@ -13,10 +13,12 @@ "oboe", "tenorsax", "violin", + "viola", // "piano-maps-SptkBGCl", "piano1", "piano2", "piano3", + "pianorwc", ]; hardcodedRanges = [ @@ -33,6 +35,7 @@ "piano1": { lowest = 16, highest = 72 }, "piano2": { lowest = 16, highest = 72 }, "piano3": { lowest = 16, highest = 72 }, + "pianorwc": { lowest = 16, highest = 72 }, ]; overallLowest = 15; @@ -60,10 +63,18 @@ fi done; levels = map vec.sum notes; -// first = length levels - length (find (>0) levels); -// last = length (find (>0) (reverse levels)) - 1; - first = hardcodedRanges[instrument].lowest; - last = hardcodedRanges[instrument].highest; + first = + if instrument in hardcodedRanges then + hardcodedRanges[instrument].lowest; + else + length levels - length (find (>0) levels); + fi; + last = + if instrument in hardcodedRanges then + hardcodedRanges[instrument].highest; + else + length (find (>0) (reverse levels)) - 1; + fi; ostr.writeln warning; ostr.writeln ""; ostr.writeln "{\n \"\(instrument)\",\n \(first),\n \(last),";