2005:Audio Onset Detection Results - Revision history

Singh14: /* Introduction */

2010-07-30T00:25:25Z

‎Introduction

Singh14 at 00:23, 30 July 2010

2010-07-30T00:23:28Z

Singh14 at 00:20, 30 July 2010

2010-07-30T00:20:35Z

Show changes

Singh14 at 00:11, 30 July 2010

2010-07-30T00:11:34Z

Singh14: /* Introduction */

2010-07-30T00:07:33Z

‎Introduction

Singh14: Created page with '==Introduction== {| border="1" |- style="background: yellow; text-align: center;" ! colspan="15" |OVERALL |-style="background: yellow;" |---- |Rank |Participant |Overall Averag…'

2010-07-29T23:59:02Z

Created page with '==Introduction== {| border="1" |- style="background: yellow; text-align: center;" ! colspan="15" |OVERALL |-style="background: yellow;" |---- |Rank |Participant |Overall Averag…'

New page

==Introduction==

{| border="1"
|- style="background: yellow; text-align: center;"
! colspan="15" |OVERALL
|-style="background: yellow;"
|----
|Rank
|Participant
|Overall Average F-measure
|Overall Average Precision
|Overall Average Recall
|Total Correct
|Total False Positives
|Total False Negatives
|Total Merged
|Total Doubled
|Average Correct
|Average False Positives
|Average False Negatives
|Average Merged
|Average Doubled
|Mean Absolute Distance
|Mean Distance
|Runtime (s)
|Machine
|----
|1
|Lacoste & Eck 2
|80.07%
|79.27%
|83.70%
|7974
|1776
|1525
|210
|53
|26.82
|6.05
|4.85
|0.65
|0.17
|0.0115
|0.00613
|4713
|G
|----
|2
|Lacoste & Eck 1
|78.35%
|77.69%
|83.27%
|7884
|2317
|1615
|202
|60
|26.55
|7.91
|5.12
|0.62
|0.19
|0.0115
|0.00572
|1022
|G
|----
|3
|Ricard, J.
|74.80%
|81.36%
|73.70%
|7099
|1581
|2400
|200
|3
|23.97
|5.18
|7.70
|0.63
|0.01
|0.0138
|0.00593
|154
|R
|----
|4
|Brossier, P.
|74.72%
|74.07%
|81.95%
|7699
|3101
|1800
|204
|54
|25.81
|10.71
|5.86
|0.62
|0.15
|0.0111
|-0.00384
|50
|B0
|----
|5
|Röbel, A. 2
|74.64%
|83.93%
|71.00%
|6555
|1026
|2944
|163
|169
|22.62
|3.46
|9.05
|0.51
|0.52
|0.0084
|0.00380
|159
|L
|----
|6
|Collins, N.
|72.10%
|87.96%
|68.26%
|6174
|629
|3325
|168
|35
|21.27
|2.13
|10.40
|0.52
|0.12
|0.0069
|-0.00120
|12
|I
|----
|7
|Röbel, A. 1
|69.57%
|79.16%
|68.60%
|6215
|1419
|3284
|154
|253
|21.40
|5.05
|10.27
|0.48
|0.88
|0.0087
|0.00525
|158
|L
|----
|8
|Pertusa, Klapuri, & Iñesta
|58.92%
|60.01%
|61.62%
|5704
|4548
|3795
|217
|61
|19.41
|15.08
|12.25
|0.73
|0.18
|0.0276
|-0.02209
|56
|F
|----
|9
|West, K.
|48.77%
|48.50%
|56.29%
|5424
|7119
|4075
|146
|0
|18.46
|24.05
|13.21
|0.46
|0.0
|0.0138
|-0.00499
|179
|F
|----
|}

'''''Note:''' Overall Average F-Measure, Overall Average Precision and Overall Average Recall are weighted by number of files in each class;
Total Correct, Total False Positive, Total False Negative, Total Merged, and Total Doubled are over ground-truths and classes;
Average Correct, Average False Positive, Average False Negative, Average Merged, and Average Doubled are averaged over ground-truths, then weighted average across classes;

For the following tables: Average F-Measure, Average Precision and Average Recall are across all Ground-truths and Files in each class;
Total Correct, Total False Positive, Total False Negative, Total Merged, and Total Doubled are across all Ground-truths and Files in each class;
Average Correct, Average False Positive, Average False Negative, Average Merged, and Average Doubled are across all Ground-truths, total over Files in each class;''

{| border="1"
|- style="background: yellow; text-align: center;"
! colspan="15" |COMPLEX (15 files)
|-style="background: yellow;"
|----
|Rank
|Participant
|Average F-measure
|Average Precision
|Average Recall
|Total Correct
|Total False Positives
|Total False Negatives
|Total Merged
|Total Doubled
|Average Correct
|Average False Positives
|Average False Negatives
|Average Merged
|Average Doubled
|----
|1
|Lacoste & Eck 2
|78.85%
|81.37%
|77.82%
|2836
|584
|723
|109
|23
|567.20
|116.80
|144.60
|21.80
|4.60
|----
|2
|Lacoste & Eck 1
|77.02%
|78.92%
|77.46%
|2786
|749
|773
|107
|32
|557.20
|149.80
|154.60
|21.40
|6.40
|----
|3
|Brossier, P.
|76.16%
|77.55%
|77.89%
|2793
|927
|766
|115
|42
|558.60
|185.40
|153.20
|23.00
|8.40
|----
|4
|Ricard, J.
|71.90%
|77.51%
|68.20%
|2465
|650
|1094
|97
|3
|493.60
|130.00
|218.80
|19.40
|0.60
|----
|5
|Röbel, A. 2
|62.84%
|82.39%
|53.58%
|1968
|357
|1591
|85
|92
|393.60
|71.40
|318.20
|17.00
|18.40
|----
|6
|Collins, N.
|60.25%
|86.14%
|51.77%
|1878
|212
|1681
|87
|13
|375.60
|42.40
|336.20
|17.40
|2.60
|----
|7
|Röbel, A. 1
|59.76%
|79.58%
|52.66%
|1897
|328
|1662
|80
|70
|379.40
|65.60
|332.40
|16.00
|14.00
|----
|8
|Pertusa, Klapuri, & Iñesta
|50.16%
|51.69%
|51.22%
|1884
|1756
|1675
|80
|40
|376.80
|351.20
|355.30
|16.00
|8.00
|----
|9
|West, K.
|47.13%
|47.45%
|51.52%
|1794
|2466
|1765
|72
|0
|358.80
|493.20
|353.00
|14.40
|0.00
|----
|}

{| border="1"
|- style="background: yellow; text-align: center;"
! colspan="15" |POLY-PITCHED (10 files)
|-style="background: yellow;"
|----
|Rank
|Participant
|Average F-measure
|Average Precision
|Average Recall
|Total Correct
|Total False Positives
|Total False Negatives
|Total Merged
|Total Doubled
|Average Correct
|Average False Positives
|Average False Negatives
|Average Merged
|Average Doubled
|----
|1
|Lacoste & Eck 2
|86.31%
|86.71%
|88.73%
|764
|100
|95
|26
|2
|254.67
|33.33
|31.67
|8.67
|0.67
|----
|2
|Lacoste & Eck 1
|85.93%
|85.65%
|88.94%
|764
|115
|95
|28
|5
|254.67
|38.33
|31.67
|9.33
|1.67
|----
|3
|Ricard, J.
|83.26%
|90.12%
|80.11%
|677
|82
|182
|27
|0
|225.67
|27.33
|60.67
|9.00
|0.00
|----
|4
|Brossier, P.
|80.88%
|76.95%
|89.41%
|759
|192
|100
|27
|4
|253.00
|64.00
|33.33
|9.00
|1.33
|----
|5
|Röbel, A. 2
|76.24%
|88.93%
|69.02%
|593
|58
|266
|19
|4
|197.67
|19.33
|88.67
|6.33
|1.33
|----
|6
|Collins, N.
|75.70%
|89.95%
|69.98%
|570
|54
|289
|19
|0
|190.00
|18.00
|96.33
|6.33
|0.00
|----
|7
|Röbel, A. 1
|69.29%
|75.00%
|72.87%
|616
|281
|243
|19
|23
|205.33
|93.67
|81.00
|6.33
|7.67
|----
|8
|Pertusa, Klapuri, & Iñesta
|59.37%
|60.03%
|58.30%
|479
|328
|380
|15
|3
|159.67
|109.33
|126.67
|5.00
|1.00
|----
|9
|West, K.
|39.98%
|34.71%
|54.01%
|483
|906
|376
|18
|0
|161.00
|302.00
|125.33
|6.00
|0.00
|----
|}

{| border="1"
|- style="background: yellow; text-align: center;"
! colspan="15" | SOLO-BARS-AND-BELLS (4 files)
|-style="background: yellow;"
|----
|Rank
|Participant
|Average F-measure
|Average Precision
|Average Recall
|Total Correct
|Total False Positives
|Total False Negatives
|Total Merged
|Total Doubled
|Average Correct
|Average False Positives
|Average False Negatives
|Average Merged
|Average Doubled
|----
|1
|Collins, N.
|99.28%
|98.91%
|99.67%
|321
|3
|3
|0
|0
|107.00
|1.00
|1.00
|0.00
|0.00
|----
|2
|Röbel, A. 1
|97.92%
|96.15%
|100.00%
|324
|12
|0
|0
|0
|108.00
|4.00
|0.00
|0.00
|0.00
|----
|3
|Röbel, A. 2.
|90.34%
|100.00%
|84.07%
|297
|0
|27
|0
|0
|99.00
|0.00
|9.00
|0.00
|0.00
|----
|4
|Ricard, J.
|87.17%
|81.79%
|97.00%
|297
|18
|27
|6
|0
|99.00
|6.00
|9.00
|2.00
|0.00
|----
|5
|Lacoste & Eck 2
|86.55%
|82.66%
|98.33%
|309
|42
|15
|3
|0
|103.00
|14.00
|5.00
|1.00
|0.00
|----
|6
|Lacoste & Eck 1
|86.37%
|81.67%
|99.00%
|315
|45
|9
|0
|0
|105.00
|15.00
|3.00
|0.00
|0.00
|----
|7
|Brossier, P.
|73.97%
|66.08%
|99.33%
|318
|198
|6
|1
|0
|106.00
|66.00
|2.00
|0.33
|0.00
|----
|8
|Pertusa, Klapuri, & Iñesta
|60.22%
|60.98%
|68.39%
|231
|78
|93
|18
|0
|77.00
|26.00
|31.00
|6.00
|0.00
|----
|9
|West, K.
|34.58%
|36.49%
|51.89%
|189
|324
|135
|1
|0
|63.00
|108.00
|45.00
|0.33
|0.00
|----
|}

← Older revision		Revision as of 00:25, 30 July 2010
Line 1:		Line 1:
	==Introduction==		==Introduction==
		+
		+	''' Goal:''' The evaluation and comparison of onset detection algorithms applied to audio music recordings
		+
		+	'''Dataset:''' 85 audio files (14.8 minutes total) from 9 classes: complex, poly pitched, solo bars and bells, solo brass, solo drum, solo plucked strings, solo singing voice, solo sustained strings, solo winds

	{\| border="1" cellspacing="0"		{\| border="1" cellspacing="0"

@@ Line 1,218: / Line 1,218: @@
 {| border="1" cellspacing="0"
 |- style="background: yellow; text-align: center;"
-! colspan="19" |SOLO-SUSTAINED-STRINGS (5 files)
+! colspan="19" |SOLO-SINGING-VOICES (5 files)
 |-style="background: yellow;"
 !Rank
@@ Line 1,546: / Line 1,546: @@
 |0.00
 |----
-|SOLO-WIND (4 files)
+|}
+<br>
-−
+{| border="1" cellspacing="0"
+|- style="background: yellow; text-align: center;"
+! colspan="19" |SOLO-WIND (4 files)
+|-style="background: yellow;"
+!Rank
+!Participant
+!Average F-measure
+!Average Precision
+!Average Recall
+!Total Correct
+!Total False Positives
+!Total False Negatives
-|----
+!Total Merged
-|Rank
+!Total Doubled
-|Participant
+!Average Correct
-|Average F-measure
+!Average False Positives
-|Average Precision
+!Average False Negatives
-|Average Recall
+!Average Merged
-|Total Correct
+!Average Doubled
 |----
 |1

@@ Line 3: / Line 3: @@
 {| border="1"
 |- style="background: yellow; text-align: center;"
-! colspan="15" |OVERALL
+! colspan="19" |OVERALL
 |-style="background: yellow;"
-|----
+!Rank
-|Rank
+!Participant
-|Participant
+!Overall Average F-measure
-|Overall Average F-measure
+!Overall Average Precision
-|Overall Average Precision
+!Overall Average Recall
-|Overall Average Recall
+!Total Correct
-|Total Correct
+!Total False Positives
-|Total False Positives
+!Total False Negatives
-|Total False Negatives
+!Total Merged
-|Total Merged
+!Total Doubled
-|Total Doubled
+!Average Correct
-|Average Correct
+!Average False Positives
-|Average False Positives
+!Average False Negatives
-|Average False Negatives
+!Average Merged
-|Average Merged
+!Average Doubled
-|Average Doubled
+!Mean Absolute Distance
-|Mean Absolute Distance
+!Mean Distance
-|Mean Distance
+!Runtime (s)
-|Runtime (s)
+!Machine
 |----
 |1
@@ Line 102: / Line 101: @@
 |0.15
 |0.0111
-|-0.00384
+|<math>-</math>0.00384
 |50
 |B0
@@ Line 142: / Line 141: @@
 |0.12
 |0.0069
-|-0.00120
+|<math>-</math>0.00120
 |12
 |I
@@ Line 182: / Line 181: @@
 |0.18
 |0.0276
-|-0.02209
+|<math>-</math>0.02209
 |56
 |F
@@ Line 202: / Line 201: @@
 |0.0
 |0.0138
-|-0.00499
+|<math>-</math>0.00499
 |179
 |F
@@ Line 221: / Line 220: @@
 ! colspan="15" |COMPLEX (15 files)
 |-style="background: yellow;"
-|----
+!Rank
-|Rank
+!Participant
-|Participant
+!Average F-measure
-|Average F-measure
+!Average Precision
-|Average Precision
+!Average Recall
-|Average Recall
+!Total Correct
-|Total Correct
+!Total False Positives
-|Total False Positives
+!Total False Negatives
-|Total False Negatives
+!Total Merged
-|Total Merged
+!Total Doubled
-|Total Doubled
+!Average Correct
-|Average Correct
+!Average False Positives
-|Average False Positives
+!Average False Negatives
-|Average False Negatives
+!Average Merged
-|Average Merged
+!Average Doubled
 |----
 |1
@@ Line 388: / Line 386: @@
 ! colspan="15" |POLY-PITCHED (10 files)
 |-style="background: yellow;"
-|----
+!Rank
-|Rank
+!Participant
-|Participant
+!Average F-measure
-|Average F-measure
+!Average Precision
-|Average Precision
+!Average Recall
-|Average Recall
+!Total Correct
-|Total Correct
+!Total False Positives
-|Total False Positives
+!Total False Negatives
-|Total False Negatives
+!Total Merged
-|Total Merged
+!Total Doubled
-|Total Doubled
+!Average Correct
-|Average Correct
+!Average False Positives
-|Average False Positives
+!Average False Negatives
-|Average False Negatives
+!Average Merged
-|Average Merged
+!Average Doubled
 |----
 |1
@@ Line 555: / Line 552: @@
 ! colspan="15" | SOLO-BARS-AND-BELLS (4 files)
 |-style="background: yellow;"
-|----
+!Rank
-|Rank
+!Participant
-|Participant
+!Average F-measure
-|Average F-measure
+!Average Precision
-|Average Precision
+!Average Recall
-|Average Recall
+!Total Correct
-|Total Correct
+!Total False Positives
-|Total False Positives
+!Total False Negatives
-|Total False Negatives
+!Total Merged
-|Total Merged
+!Total Doubled
-|Total Doubled
+!Average Correct
-|Average Correct
+!Average False Positives
-|Average False Positives
+!Average False Negatives
-|Average False Negatives
+!Average Merged
-|Average Merged
+!Average Doubled
 |----
 |1