2014:Audio Cover Song Identification Results

Introduction

Audio Cover Song (ACS) Identification was evaluated against 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 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
NC2	NC2	PDF	Ning Chen
NC3	NC3	PDF	Ning Chen

Results

Mixed Collection

Summary Results

	CYWW1	YCW1
Total number of covers identified in top 10	1714.00	925.00
Mean number of covers identified in top 10 (average performance)	1.71	0
Mean (arithmetic) of Avg. Precisions	0.52	0.28
Mean rank of first correctly identified cover	11.27	22.29

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Number of Correct Covers at Rank X Returned in Top Ten

Rank	CYWW1	YCW1
1	229	187
2	222	161
3	209	141
4	204	124
5	188	103
6	168	70
7	149	52
8	151	44
9	116	22
10	78	21
Total	1714	925

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Average Performance per Query Group

Group	YCW1	CYWW1
1	0.13	1
2	0.05	0.01
3	0.22	0.51
4	0.01	0.92
5	0.52	0.84
6	0.30	1
7	0.34	0.12
8	0.02	0.02
9	0.01	0.17
10	0.43	0.65
11	0.02	0.02
12	0.61	0.89
13	0.50	1
14	0.01	0.04
15	0.70	0.93
16	0.74	0.77
17	0.15	0.31
18	0.75	0.82
19	0.48	0.66
20	0.43	0.64
21	0.04	0.12
22	0.12	0.15
23	0.01	0.13
24	0.53	0.88
25	0.06	0.68
26	0.12	0.63
27	0.67	0.90
28	0.01	0.06
29	0.59	1
30	0.80	0.91

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Sapp's Mazuraka Collection

Summary results

	CYWW1	YCW1
Total number of covers identified in top 10	5129.00	1913.00
Mean number of covers identified in top 10 (average performance)	9.51	3.54
Mean (arithmetic) of Avg. Precisions	0.94	0.37
Mean rank of first correctly identified cover	1.86	5.65

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Number of Correct Covers at Rank X Returned in Top Ten

Rank	CYWW1	YCW1
1	520	415
2	521	339
3	519	273
4	521	221
5	520	167
6	523	151
7	517	125
8	509	88
9	506	71
10	473	63
Total	5129	1913

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Average Performance per Query Group

Group	YCW1	CYWW1
1	0.13	1
2	0.05	0.01
3	0.22	0.51
4	0.01	0.92
5	0.52	0.84
6	0.30	1
7	0.34	0.12
8	0.02	0.02
9	0.01	0.17
10	0.43	0.65
11	0.02	0.02
12	0.61	0.89
13	0.50	1
14	0.01	0.04
15	0.70	0.93
16	0.74	0.77
17	0.15	0.31
18	0.75	0.82
19	0.48	0.66
20	0.43	0.64
21	0.04	0.12
22	0.12	0.15
23	0.01	0.13
24	0.53	0.88
25	0.06	0.68
26	0.12	0.63
27	0.67	0.90
28	0.01	0.06
29	0.59	1
30	0.80	0.91

download these results as csv

Individual Results Files

Mixed Collection

Average Precision by Query

YCW1 : Ming-Chi Yen, Chuan-Yau Chan, Hsin-Min Wang

CYWW1 : Chuan-Yau Chan, Ming-Chi Yen, Ju-Chiang Wang, Hsin-Min Wang

Rank Lists

YCW1 : Ming-Chi Yen, Chuan-Yau Chan, Hsin-Min Wang

CYWW1 : Chuan-Yau Chan, Ming-Chi Yen, Ju-Chiang Wang, Hsin-Min Wang

Sapp's Mazurka Collection

Average Precision by Query

YCW1 : Ming-Chi Yen, Chuan-Yau Chan, Hsin-Min Wang

CYWW1 : Chuan-Yau Chan, Ming-Chi Yen, Ju-Chiang Wang, Hsin-Min Wang

Rank Lists

YCW1 : Ming-Chi Yen, Chuan-Yau Chan, Hsin-Min Wang

CYWW1 : Chuan-Yau Chan, Ming-Chi Yen, Ju-Chiang Wang, Hsin-Min Wang