2014:Audio Cover Song Identification Results
Contents
Introduction[edit]
Audio Cover Song (ACS) Identification was evaluated against two datasets: Mixed Collection and Sapp's Mazurka Collection.
Mixed Collection Information[edit]
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[edit]
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[edit]
| Sub code | Submission name | Abstract | Contributors |
|---|---|---|---|
| NC2 | NC2 | Ning Chen | |
| NC3 | NC3 | Ning Chen |
Results[edit]
Mixed Collection[edit]
Summary Results[edit]
| NC2 | NC3 | |
|---|---|---|
| Total number of covers identified in top 10 | 33.00 | 29.00 |
| Mean number of covers identified in top 10 (average performance) | 0 | 0 |
| Mean (arithmetic) of Avg. Precisions | 0.02 | 0.02 |
| Mean rank of first correctly identified cover | 77.96 | 76.26 |
Number of Correct Covers at Rank X Returned in Top Ten[edit]
| Rank | NC2 | NC3 |
|---|---|---|
| 1 | 9 | 9 |
| 2 | 2 | |
| 3 | 3 | 2 |
| 4 | ||
| 5 | 5 | 5 |
| 6 | 3 | 1 |
| 7 | 5 | 1 |
| 8 | 2 | 3 |
| 9 | 3 | 4 |
| 10 | 3 | 2 |
| Total | 33 | 29 |
Average Performance per Query Group[edit]
| Group | NC2 | NC3 |
|---|---|---|
| 1 | 0.01 | 0.01 |
| 2 | 0.02 | 0.01 |
| 3 | 0.12 | 0.12 |
| 4 | 0.01 | 0.01 |
| 5 | 0.01 | 0.01 |
| 6 | 0.04 | 0.03 |
| 7 | 0.02 | 0.01 |
| 8 | 0.01 | 0.01 |
| 9 | 0.01 | 0.01 |
| 10 | 0.04 | 0.04 |
| 11 | 0.02 | 0.02 |
| 12 | 0.03 | 0.04 |
| 13 | 0.01 | 0.01 |
| 14 | 0.01 | 0.01 |
| 15 | 0.01 | 0.01 |
| 16 | 0.02 | 0.01 |
| 17 | 0.01 | 0.01 |
| 18 | 0.01 | 0.01 |
| 19 | 0.01 | 0.01 |
| 20 | 0.01 | 0.01 |
| 21 | 0.02 | 0.02 |
| 22 | 0.02 | 0.01 |
| 23 | 0.01 | 0.01 |
| 24 | 0.01 | 0.03 |
| 25 | 0.01 | 0.01 |
| 26 | 0.12 | 0.12 |
| 27 | 0.02 | 0.01 |
| 28 | 0.01 | 0.01 |
| 29 | 0.01 | 0.01 |
| 30 | 0.01 | 0.02 |
Sapp's Mazuraka Collection[edit]
Summary results[edit]
| NC2 | NC3 | |
|---|---|---|
| Total number of covers identified in top 10 | 592.00 | 674.00 |
| Mean number of covers identified in top 10 (average performance) | 1.09 | 1.25 |
| Mean (arithmetic) of Avg. Precisions | 0.11 | 0.13 |
| Mean rank of first correctly identified cover | 19.51 | 18.09 |
Number of Correct Covers at Rank X Returned in Top Ten[edit]
| Rank | NC2 | NC3 |
|---|---|---|
| 1 | 67 | 73 |
| 2 | 57 | 70 |
| 3 | 51 | 64 |
| 4 | 61 | 66 |
| 5 | 57 | 71 |
| 6 | 53 | 65 |
| 7 | 58 | 66 |
| 8 | 59 | 59 |
| 9 | 70 | 64 |
| 10 | 59 | 76 |
| Total | 592 | 674 |
Average Performance per Query Group[edit]
| Group | NC2 | NC3 |
|---|---|---|
| 1 | 0.49 | 0.72 |
| 2 | 0.17 | 0.27 |
| 3 | 0.16 | 0.14 |
| 4 | 0.03 | 0.02 |
| 5 | 0.12 | 0.07 |
| 6 | 0.36 | 0.71 |
| 7 | 0.24 | 0.22 |
| 8 | 0.02 | 0.02 |
| 9 | 0.04 | 0.05 |
| 10 | 0.14 | 0.13 |
| 11 | 0.12 | 0.12 |
| 12 | 0.27 | 0.11 |
| 13 | 0.37 | 0.52 |
| 14 | 0.08 | 0.07 |
| 15 | 0.22 | 0.16 |
| 16 | 0.04 | 0.05 |
| 17 | 0.11 | 0.07 |
| 18 | 0.19 | 0.20 |
| 19 | 0.03 | 0.04 |
| 20 | 0.13 | 0.10 |
| 21 | 0.16 | 0.34 |
| 22 | 0.08 | 0.11 |
| 23 | 0.19 | 0.19 |
| 24 | 0.59 | 0.61 |
| 25 | 0.01 | 0.02 |
| 26 | 0.05 | 0.06 |
| 27 | 0.03 | 0.03 |
| 28 | 0.16 | 0.10 |
| 29 | 0.02 | 0.03 |
| 30 | 0.07 | 0.10 |
| 31 | 0.11 | 0.12 |
| 32 | 0.35 | 0.46 |
| 33 | 0.46 | 0.49 |
| 34 | 0.16 | 0.53 |
| 35 | 0.52 | 0.52 |
| 36 | 0.18 | 0.29 |
| 37 | 0.12 | 0.19 |
| 38 | 0.02 | 0.12 |
| 39 | 0.03 | 0.05 |
| 40 | 0.56 | 0.32 |
| 41 | 0.06 | 0.11 |
| 42 | 0.02 | 0.03 |
| 43 | 0.10 | 0.09 |
| 44 | 0.04 | 0.05 |
| 45 | 0.02 | 0.09 |
| 46 | 0.04 | 0.06 |
| 47 | 0.05 | 0.04 |
| 48 | 0.04 | 0.03 |
| 49 | 0.06 | 0.05 |
Individual Results Files[edit]
Mixed Collection[edit]
Average Precision by Query
NC2 : Ning Chen
NC3 : Ning Chen
Rank Lists
NC2 : Ning Chen
NC3 : Ning Chen
Mixed Collection[edit]
Average Precision by Query
NC2 : Ning Chen
NC3 : Ning Chen
Rank Lists
NC2 : Ning Chen
NC3 : Ning Chen