2011:Audio Cover Song Identification Results

Introduction

This year, we ran Audio Cover Song (ACS) Identfication with two datasets: Mixed Collection and Sapp's Mazurka Collection.

Mixed Collection Information

This is the "original" ACS collection. Within the 1000 pieces in the Audio Cover Song database, there are embedded 30 different "cover songs" each represented by 11 different "versions" for a total of 330 audio files (16bit, monophonic, 22.05khz, wav). The "cover songs" represent a variety of genres (e.g., classical, jazz, gospel, rock, folk-rock, etc.) and the variations span a variety of styles and orchestrations.

Using each of these cover song files in turn as as the "seed/query" file, we will examine the returned lists of items for the presence of the other 10 versions of the "seed/query" file.

Sapp's Mazurka Collection Information

In addition to our original ACS dataset, we used the Mazurka.org dataset put together by Craig Sapp. We randomly chose 11 versions from 49 mazurkas and ran it as a separate ACS subtask. Systems returned a distance matrix of 539x539 from which we located the ranks of each of the associated cover versions.

General Legend

Sub code	Submission name	Abstract	Contributors
ALL1	tonalspacecoversys.m	PDF	Teppo E. Ahonen, Kjell Lemström, Simo Linkola

Results

Mixed Collection

Summary Results

	ALL1	CWWJ1
Total number of covers identified in top 10	442.00	625.00
Mean number of covers identified in top 10 (average performance)	1.34	1.89
Mean (arithmetic) of Avg. Precisions	0.13	0.21
Mean rank of first correctly identified cover	23.92	29.99

download these results as csv

Number of Correct Covers at Rank X Returned in Top Ten

Rank	ALL1	CWWJ1
1	85	98
2	60	83
3	44	77
4	47	75
5	40	58
6	43	56
7	31	52
8	34	45
9	32	42
10	26	39
Total	442	625

download these results as csv

Average Performance per Query Group

Group	ALL1	CWWJ1
1	0.34	0.82
2	0.02	0.01
3	0.17	0.14
4	0.13	0.20
5	0.03	0.07
6	0.30	0.11
7	0.15	0.04
8	0.04	0.01
9	0.04	0.03
10	0.05	0.22
11	0.23	0.02
12	0.10	0.48
13	0.33	0.30
14	0.03	0.03
15	0.18	0.28
16	0.04	0.03
17	0.08	0.12
18	0.03	0.39
19	0.01	0.03
20	0.18	0.05
21	0.12	0.14
22	0.03	0.10
23	0.01	0.09
24	0.13	0.26
25	0.02	0.03
26	0.05	0.24
27	0.09	0.63
28	0.02	0.01
29	0.68	0.38
30	0.20	0.69

download these results as csv

Run Times

TBA

Sapp's Mazuraka Collection

Summary results

	ALL1	CWWJ1
Total number of covers identified in top 10	3462.00	4869.00
Mean number of covers identified in top 10 (average performance)	6.42	9.03
Mean (arithmetic) of Avg. Precisions	0.70	0.88
Mean rank of first correctly identified cover	1.76	1.82

download these results as csv

Number of Correct Covers at Rank X Returned in Top Ten

Rank	ALL1	CWWJ1
1	491	373
2	469	491
3	447	509
4	418	508
5	381	516
6	342	513
7	296	511
8	255	502
9	217	487
10	146	459
Total	3462	4869

download these results as csv

Average Performance per Query Group

Group	ALL1	CWWJ1
1	0.11	0.95
2	0.90	1
3	0.80	0.88
4	0.97	0.91
5	0.67	1
6	0.46	1
7	0.47	1
8	0.84	1
9	0.99	1
10	0.92	0.80
11	0.85	1
12	0.87	0.89
13	0.89	0.93
14	0.24	0.80
15	0.90	1
16	0.71	0.77
17	0.82	1
18	0.83	0.91
19	0.62	0.96
20	0.92	1
21	0.21	0.91
22	0.98	1
23	0.63	1
24	0.88	0.92
25	0.14	0.79
26	0.67	0.71
27	0.48	0.89
28	0.15	0.30
29	0.08	0.05
30	0.61	0.96
31	0.73	1.00
32	0.95	0.65
33	0.92	1
34	0.35	1
35	1.00	1
36	0.85	0.89
37	0.57	0.95
38	0.13	1
39	0.71	0.84
40	0.73	1
41	0.74	0.95
42	0.69	0.94
43	0.80	0.97
44	0.72	1
45	0.74	0.74
46	0.91	0.99
47	0.68	0.77
48	0.85	0.86
49	0.73	0.82

download these results as csv

Run Times

TBA

Individual Results Files

Mixed Collection

Average Precision by Query

ALL1 : Teppo E. Ahonen, Kjell Lemström, Simo Linkola

Rank Lists

ALL1 : Teppo E. Ahonen, Kjell Lemström, Simo Linkola

Sapp's Mazurka Collection

Average Precision by Query

MHRAF1 : Benjamin Martin et al.
MOD1 : Nicola Montecchio et al.
RMHAR1 : Thomas Rocher et al.

Rank Lists

MHRAF1 : Benjamin Martin et al.
MOD1 : Nicola Montecchio et al.
RMHAR1 : Thomas Rocher et al.