changeset 195:4259005def86

More adjustments, and an output file

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/testdata/evaluation/outputs/72a9696f7caa-no-instrument-parameter.txt	Wed Jun 04 11:26:59 2014 +0100
@@ -0,0 +1,423 @@
+Yeti 0.9.9+
+1.0
+
+Input files are:
+/home/cannam/Music/TRIOS_dataset/mozart/piano.wav
+/home/cannam/Music/TRIOS_dataset/mozart/viola.wav
+/home/cannam/Music/TRIOS_dataset/mozart/mix.wav
+/home/cannam/Music/TRIOS_dataset/mozart/clarinet.wav
+/home/cannam/Music/TRIOS_dataset/lussier/piano.wav
+/home/cannam/Music/TRIOS_dataset/lussier/mix.wav
+/home/cannam/Music/TRIOS_dataset/lussier/bassoon.wav
+/home/cannam/Music/TRIOS_dataset/lussier/trumpet.wav
+/home/cannam/Music/TRIOS_dataset/take_five/piano.wav
+/home/cannam/Music/TRIOS_dataset/take_five/mix.wav
+/home/cannam/Music/TRIOS_dataset/take_five/saxophone.wav
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/piano.wav...
+
+For piece mozart, arrangement piano, using instrument 1...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
Extracting and writing features... 13%
Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 65.6, recall 71.9, accuracy 52.2, F 68.6  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 69.3, recall 66.4, accuracy 51.3, F 67.8
+
+Validating MIREX against ground truth at 50 ms:
+precision 56.2, recall 64.3, accuracy 42.9, F 60
+
+Validating against ground truth at 100 ms:
+precision 76.8, recall 84.2, accuracy 67.2, F 80.3
+
+Validating against MIREX submission at 100 ms:
+precision 86.8, recall 83.2, accuracy 73.9, F 85
+
+Validating MIREX against ground truth at 100 ms:
+precision 69.4, recall 79.4, accuracy 58.8, F 74.1
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/viola.wav...
+
+For piece mozart, arrangement viola, using instrument 0...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
Extracting and writing features... 13%
Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 29, recall 78.1, accuracy 26.8, F 42.3  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 48.8, recall 33.8, accuracy 25, F 40
+
+Validating MIREX against ground truth at 50 ms:
+precision 20.9, recall 81.2, accuracy 20, F 33.3
+
+Validating against ground truth at 100 ms:
+precision 29, recall 78.1, accuracy 26.8, F 42.3
+
+Validating against MIREX submission at 100 ms:
+precision 67.4, recall 46.7, accuracy 38.1, F 55.2
+
+Validating MIREX against ground truth at 100 ms:
+precision 22.5, recall 87.5, accuracy 21.8, F 35.8
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/mix.wav...
+
+For piece mozart, arrangement mix, using instrument 0...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
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Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 58.8, recall 59.5, accuracy 42, F 59.1  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 61.6, recall 61.6, accuracy 44.5, F 61.6
+
+Validating MIREX against ground truth at 50 ms:
+precision 50.4, recall 51, accuracy 33.9, F 50.7
+
+Validating against ground truth at 100 ms:
+precision 70, recall 70.8, accuracy 54.3, F 70.4
+
+Validating against MIREX submission at 100 ms:
+precision 79.6, recall 79.6, accuracy 66.1, F 79.6
+
+Validating MIREX against ground truth at 100 ms:
+precision 67.2, recall 68, accuracy 51, F 67.6
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/mozart/clarinet.wav...
+
+For piece mozart, arrangement clarinet, using instrument 8...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
Extracting and writing features... 13%
Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 92.8, recall 75.3, accuracy 71.2, F 83.2  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 91, recall 70.8, accuracy 66.2, F 79.6
+
+Validating MIREX against ground truth at 50 ms:
+precision 72.2, recall 75.3, accuracy 58.4, F 73.7
+
+Validating against ground truth at 100 ms:
+precision 94.6, recall 76.8, accuracy 73.6, F 84.8
+
+Validating against MIREX submission at 100 ms:
+precision 96.4, recall 75, accuracy 72.9, F 84.3
+
+Validating MIREX against ground truth at 100 ms:
+precision 75, recall 78.2, accuracy 62, F 76.5
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/piano.wav...
+
+For piece lussier, arrangement piano, using instrument 1...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 2%
Extracting and writing features... 4%
Extracting and writing features... 6%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 12%
Extracting and writing features... 14%
Extracting and writing features... 16%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 22%
Extracting and writing features... 24%
Extracting and writing features... 26%
Extracting and writing features... 28%
Extracting and writing features... 31%
Extracting and writing features... 33%
Extracting and writing features... 35%
Extracting and writing features... 37%
Extracting and writing features... 39%
Extracting and writing features... 41%
Extracting and writing features... 43%
Extracting and writing features... 45%
Extracting and writing features... 47%
Extracting and writing features... 49%
Extracting and writing features... 51%
Extracting and writing features... 53%
Extracting and writing features... 55%
Extracting and writing features... 57%
Extracting and writing features... 59%
Extracting and writing features... 62%
Extracting and writing features... 64%
Extracting and writing features... 66%
Extracting and writing features... 68%
Extracting and writing features... 70%
Extracting and writing features... 72%
Extracting and writing features... 74%
Extracting and writing features... 76%
Extracting and writing features... 78%
Extracting and writing features... 80%
Extracting and writing features... 82%
Extracting and writing features... 84%
Extracting and writing features... 86%
Extracting and writing features... 88%
Extracting and writing features... 90%
Extracting and writing features... 92%
Extracting and writing features... 95%
Extracting and writing features... 97%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 56.1, recall 49.5, accuracy 35.7, F 52.6  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 54.2, recall 47.8, accuracy 34.1, F 50.8
+
+Validating MIREX against ground truth at 50 ms:
+precision 45.3, recall 45.3, accuracy 29.3, F 45.3
+
+Validating against ground truth at 100 ms:
+precision 68.5, recall 60.5, accuracy 47.3, F 64.2
+
+Validating against MIREX submission at 100 ms:
+precision 79, recall 69.7, accuracy 58.8, F 74.1
+
+Validating MIREX against ground truth at 100 ms:
+precision 62.1, recall 62.1, accuracy 45.1, F 62.1
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/mix.wav...
+
+For piece lussier, arrangement mix, using instrument 0...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 2%
Extracting and writing features... 4%
Extracting and writing features... 6%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 12%
Extracting and writing features... 14%
Extracting and writing features... 16%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 22%
Extracting and writing features... 24%
Extracting and writing features... 26%
Extracting and writing features... 28%
Extracting and writing features... 31%
Extracting and writing features... 33%
Extracting and writing features... 35%
Extracting and writing features... 37%
Extracting and writing features... 39%
Extracting and writing features... 41%
Extracting and writing features... 43%
Extracting and writing features... 45%
Extracting and writing features... 47%
Extracting and writing features... 49%
Extracting and writing features... 51%
Extracting and writing features... 53%
Extracting and writing features... 55%
Extracting and writing features... 57%
Extracting and writing features... 59%
Extracting and writing features... 62%
Extracting and writing features... 64%
Extracting and writing features... 66%
Extracting and writing features... 68%
Extracting and writing features... 70%
Extracting and writing features... 72%
Extracting and writing features... 74%
Extracting and writing features... 76%
Extracting and writing features... 78%
Extracting and writing features... 80%
Extracting and writing features... 82%
Extracting and writing features... 84%
Extracting and writing features... 86%
Extracting and writing features... 88%
Extracting and writing features... 90%
Extracting and writing features... 92%
Extracting and writing features... 95%
Extracting and writing features... 97%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 50, recall 37.5, accuracy 27.2, F 42.8  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 48, recall 46, accuracy 30.7, F 47
+
+Validating MIREX against ground truth at 50 ms:
+precision 40.4, recall 31.7, accuracy 21.6, F 35.5
+
+Validating against ground truth at 100 ms:
+precision 56.4, recall 42.3, accuracy 31.8, F 48.3
+
+Validating against MIREX submission at 100 ms:
+precision 73, recall 69.9, accuracy 55.6, F 71.4
+
+Validating MIREX against ground truth at 100 ms:
+precision 57.6, recall 45.1, accuracy 33.9, F 50.6
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/bassoon.wav...
+
+For piece lussier, arrangement bassoon, using instrument 10...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 2%
Extracting and writing features... 4%
Extracting and writing features... 6%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 12%
Extracting and writing features... 14%
Extracting and writing features... 16%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 22%
Extracting and writing features... 24%
Extracting and writing features... 26%
Extracting and writing features... 28%
Extracting and writing features... 31%
Extracting and writing features... 33%
Extracting and writing features... 35%
Extracting and writing features... 37%
Extracting and writing features... 39%
Extracting and writing features... 41%
Extracting and writing features... 43%
Extracting and writing features... 45%
Extracting and writing features... 47%
Extracting and writing features... 49%
Extracting and writing features... 51%
Extracting and writing features... 53%
Extracting and writing features... 55%
Extracting and writing features... 57%
Extracting and writing features... 59%
Extracting and writing features... 62%
Extracting and writing features... 64%
Extracting and writing features... 66%
Extracting and writing features... 68%
Extracting and writing features... 70%
Extracting and writing features... 72%
Extracting and writing features... 74%
Extracting and writing features... 76%
Extracting and writing features... 78%
Extracting and writing features... 80%
Extracting and writing features... 82%
Extracting and writing features... 84%
Extracting and writing features... 86%
Extracting and writing features... 88%
Extracting and writing features... 90%
Extracting and writing features... 92%
Extracting and writing features... 95%
Extracting and writing features... 97%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 39.6, recall 76.9, accuracy 35.4, F 52.3  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 65.8, recall 59.2, accuracy 45.3, F 62.4
+
+Validating MIREX against ground truth at 50 ms:
+precision 31.4, recall 67.6, accuracy 27.3, F 42.9
+
+Validating against ground truth at 100 ms:
+precision 40.4, recall 78.4, accuracy 36.4, F 53.4
+
+Validating against MIREX submission at 100 ms:
+precision 81.7, recall 73.5, accuracy 63.1, F 77.4
+
+Validating MIREX against ground truth at 100 ms:
+precision 37.1, recall 80, accuracy 33.9, F 50.7
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/lussier/trumpet.wav...
+
+For piece lussier, arrangement trumpet, using instrument 0...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 2%
Extracting and writing features... 4%
Extracting and writing features... 6%
Extracting and writing features... 8%
Extracting and writing features... 10%
Extracting and writing features... 12%
Extracting and writing features... 14%
Extracting and writing features... 16%
Extracting and writing features... 18%
Extracting and writing features... 20%
Extracting and writing features... 22%
Extracting and writing features... 24%
Extracting and writing features... 26%
Extracting and writing features... 28%
Extracting and writing features... 31%
Extracting and writing features... 33%
Extracting and writing features... 35%
Extracting and writing features... 37%
Extracting and writing features... 39%
Extracting and writing features... 41%
Extracting and writing features... 43%
Extracting and writing features... 45%
Extracting and writing features... 47%
Extracting and writing features... 49%
Extracting and writing features... 51%
Extracting and writing features... 53%
Extracting and writing features... 55%
Extracting and writing features... 57%
Extracting and writing features... 59%
Extracting and writing features... 62%
Extracting and writing features... 64%
Extracting and writing features... 66%
Extracting and writing features... 68%
Extracting and writing features... 70%
Extracting and writing features... 72%
Extracting and writing features... 74%
Extracting and writing features... 76%
Extracting and writing features... 78%
Extracting and writing features... 80%
Extracting and writing features... 82%
Extracting and writing features... 84%
Extracting and writing features... 86%
Extracting and writing features... 88%
Extracting and writing features... 90%
Extracting and writing features... 92%
Extracting and writing features... 95%
Extracting and writing features... 97%
Extracting and writing features... 99%
Extracting and writing features... Done
+
+
+Validating against ground truth at 50 ms:
+precision 32.3, recall 91.6, accuracy 31.4, F 47.8  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 54.4, recall 53.6, accuracy 37, F 54
+
+Validating MIREX against ground truth at 50 ms:
+precision 28.9, recall 83.3, accuracy 27.3, F 43
+
+Validating against ground truth at 100 ms:
+precision 32.3, recall 91.6, accuracy 31.4, F 47.8
+
+Validating against MIREX submission at 100 ms:
+precision 72, recall 71, accuracy 55.6, F 71.5
+
+Validating MIREX against ground truth at 100 ms:
+precision 31.8, recall 91.6, accuracy 30.9, F 47.3
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/piano.wav...
+
+For piece take_five, arrangement piano, using instrument 1...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 9%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
Extracting and writing features... 13%
Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 19%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 29%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 39%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 49%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 60%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 70%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 80%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 90%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... 100%
Extracting and writing features... Done
+
+Validating against ground truth at 50 ms:
+precision 44.1, recall 61.2, accuracy 34.5, F 51.3  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 56.1, recall 51, accuracy 36.5, F 53.4
+
+Validating MIREX against ground truth at 50 ms:
+precision 50.1, recall 76.4, accuracy 43.4, F 60.5
+
+Validating against ground truth at 100 ms:
+precision 57.8, recall 80.1, accuracy 50.5, F 67.1
+
+Validating against MIREX submission at 100 ms:
+precision 82.7, recall 75.2, accuracy 65, F 78.7
+
+Validating MIREX against ground truth at 100 ms:
+precision 51.9, recall 79.2, accuracy 45.7, F 62.7
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/mix.wav...
+
+For piece take_five, arrangement mix, using instrument 0...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 9%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
Extracting and writing features... 13%
Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 19%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 29%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 39%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 49%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 60%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 70%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 80%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 90%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... 100%
Extracting and writing features... Done
+
+Validating against ground truth at 50 ms:
+precision 68.6, recall 75.4, accuracy 56.1, F 71.8  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 71.1, recall 64.7, accuracy 51.3, F 67.8
+
+Validating MIREX against ground truth at 50 ms:
+precision 56.5, recall 68.3, accuracy 44.8, F 61.8
+
+Validating against ground truth at 100 ms:
+precision 72, recall 79.1, accuracy 60.5, F 75.4
+
+Validating against MIREX submission at 100 ms:
+precision 90.1, recall 82, accuracy 75.2, F 85.8
+
+Validating MIREX against ground truth at 100 ms:
+precision 65.5, recall 79.1, accuracy 55.9, F 71.7
+
+
+Evaluating for file /home/cannam/Music/TRIOS_dataset/take_five/saxophone.wav...
+
+For piece take_five, arrangement saxophone, using instrument 0...
+force -> 
+one-file -> /tmp/30755
+Have audio source: "/tmp/30755norm.wav"
+
Determining default rate and channel count from first input file... Done
+File or URL "/tmp/30755norm.wav" opened successfully
+Taking default channel count of 1 from file
+Taking default sample rate of 44100Hz from file
+(Note: Default may be overridden by transforms)
+NOTE: Using default sample rate of 44100 for default transform
+NOTE: Loaded and initialised plugin for transform "vamp:silvet:silvet:notes" with plugin step size 1024 and block size 1024 (adapter step and block size 16384)
+Extracting features for: "/tmp/30755norm.wav"
+Audio file "/tmp/30755norm.wav": 1ch at 44100Hz
+
Extracting and writing features... 1%
Extracting and writing features... 2%
Extracting and writing features... 3%
Extracting and writing features... 4%
Extracting and writing features... 5%
Extracting and writing features... 6%
Extracting and writing features... 7%
Extracting and writing features... 8%
Extracting and writing features... 9%
Extracting and writing features... 10%
Extracting and writing features... 11%
Extracting and writing features... 12%
Extracting and writing features... 13%
Extracting and writing features... 14%
Extracting and writing features... 15%
Extracting and writing features... 16%
Extracting and writing features... 17%
Extracting and writing features... 18%
Extracting and writing features... 19%
Extracting and writing features... 20%
Extracting and writing features... 21%
Extracting and writing features... 22%
Extracting and writing features... 23%
Extracting and writing features... 24%
Extracting and writing features... 25%
Extracting and writing features... 26%
Extracting and writing features... 27%
Extracting and writing features... 28%
Extracting and writing features... 29%
Extracting and writing features... 30%
Extracting and writing features... 31%
Extracting and writing features... 32%
Extracting and writing features... 33%
Extracting and writing features... 34%
Extracting and writing features... 35%
Extracting and writing features... 36%
Extracting and writing features... 37%
Extracting and writing features... 38%
Extracting and writing features... 39%
Extracting and writing features... 40%
Extracting and writing features... 41%
Extracting and writing features... 42%
Extracting and writing features... 43%
Extracting and writing features... 44%
Extracting and writing features... 45%
Extracting and writing features... 46%
Extracting and writing features... 47%
Extracting and writing features... 48%
Extracting and writing features... 49%
Extracting and writing features... 50%
Extracting and writing features... 51%
Extracting and writing features... 52%
Extracting and writing features... 53%
Extracting and writing features... 54%
Extracting and writing features... 55%
Extracting and writing features... 56%
Extracting and writing features... 57%
Extracting and writing features... 58%
Extracting and writing features... 59%
Extracting and writing features... 60%
Extracting and writing features... 61%
Extracting and writing features... 62%
Extracting and writing features... 63%
Extracting and writing features... 64%
Extracting and writing features... 65%
Extracting and writing features... 66%
Extracting and writing features... 67%
Extracting and writing features... 68%
Extracting and writing features... 69%
Extracting and writing features... 70%
Extracting and writing features... 71%
Extracting and writing features... 72%
Extracting and writing features... 73%
Extracting and writing features... 74%
Extracting and writing features... 75%
Extracting and writing features... 76%
Extracting and writing features... 77%
Extracting and writing features... 78%
Extracting and writing features... 79%
Extracting and writing features... 80%
Extracting and writing features... 81%
Extracting and writing features... 82%
Extracting and writing features... 83%
Extracting and writing features... 84%
Extracting and writing features... 85%
Extracting and writing features... 86%
Extracting and writing features... 87%
Extracting and writing features... 88%
Extracting and writing features... 89%
Extracting and writing features... 90%
Extracting and writing features... 91%
Extracting and writing features... 92%
Extracting and writing features... 93%
Extracting and writing features... 94%
Extracting and writing features... 95%
Extracting and writing features... 96%
Extracting and writing features... 97%
Extracting and writing features... 98%
Extracting and writing features... 99%
Extracting and writing features... 100%
Extracting and writing features... Done
+
+Validating against ground truth at 50 ms:
+precision 79.1, recall 90.4, accuracy 73, F 84.4  <-- main measure
+
+Validating against MIREX submission at 50 ms:
+precision 77.5, recall 66.4, accuracy 55.6, F 71.5
+
+Validating MIREX against ground truth at 50 ms:
+precision 67.8, recall 90.4, accuracy 63.3, F 77.5
+
+Validating against ground truth at 100 ms:
+precision 80.8, recall 92.3, accuracy 75.7, F 86.2
+
+Validating against MIREX submission at 100 ms:
+precision 91.6, recall 78.5, accuracy 73.3, F 84.6
+
+Validating MIREX against ground truth at 100 ms:
+precision 70, recall 93.3, accuracy 66.6, F 80
+
+
+real	3m54.966s
+user	9m52.200s
+sys	0m3.710s

--- a/testdata/evaluation/run.sh	Wed Jun 04 11:07:34 2014 +0100
+++ b/testdata/evaluation/run.sh	Wed Jun 04 11:26:59 2014 +0100
@@ -39,8 +39,11 @@
 trap 'rm -f "$outfile" "$tmpwav" "$instfile" "$outfile.lab"' 0
 
 # Use the mix and single-instrument non-synthetic files for a (varied)
-# subset of the TRIOS dataset
-infiles=`find "$trios_path" -name \*.wav -print | egrep '(mozart|lussier|take_five)' | grep -v _syn`
+# subset of the TRIOS dataset. Omit percussion (but we still use the
+# Take Five example, even though it's largely percussion, because it's
+# a good test of how we do with other instruments in the presence of
+# percussion).
+infiles=`find "$trios_path" -name \*.wav -print | egrep '(mozart|lussier|take_five)' | grep -v _syn.wav | grep -v kick.wav | grep -v ride.wav | grep -v snare.wav`
 
 grep Piano "$rdffile" | sed 's/^.*( *//' | sed 's/ *).*$//' | sed 's/ "/\n/g' | sed 's/"//g' | tr '[A-Z]' '[a-z]' | tail -n +2 | cat -n > "$instfile"
 
@@ -58,7 +61,7 @@
 echo "Input files are:"
 echo $infiles | fmt -1
 
-for infile in $infiles; do
+time for infile in $infiles; do
 
     echo
     echo "Evaluating for file $infile..."
@@ -94,9 +97,11 @@
     done > "$outfile.lab"
 
     for ms in 50 100; do
+	mark=""
+	if [ "$ms" = "50" ]; then mark="  <-- main measure"; fi;
 	echo
 	echo "Validating against ground truth at $ms ms:"
-	"$yc" ./evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/$piece/$arrangement.lab" "$outfile.lab"
+	"$yc" ./evaluate_lab.yeti "$ms" "../TRIOS-groundtruth/$piece/$arrangement.lab" "$outfile.lab" | sed 's/$/'"$mark"'/'
 	echo
 	echo "Validating against MIREX submission at $ms ms:"
 	"$yc" ./evaluate_lab.yeti "$ms" "../TRIOS-mirex2012-matlab/$piece/$arrangement.lab" "$outfile.lab"