Difference between revisions of "2007:Audio Cover Song Identification Results"

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(New page: Category: Results This is a placeholder template ==Introduction== These are the results for the 2006 running of the Audio Cover Song Identification task. For background information ab...)
 
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==Introduction==
 
==Introduction==
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These are the results for the 2006 running of the Audio Cover Song Identification task. For background information about this task set please refer to the [[Audio Cover Song]] page.
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These are the results for the 2007 running of the Audio Cover Song Identification task. For background information about this task set please refer to the [[Audio Cover Song]] page.
  
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Each system was given a collection of 1000 songs which included of 30 different classes (sets) of cover songs where each class/set was represented by 11 different versions of a particular song. Each of the 330 cover songs were used as queries and the systems were required to return 10 results for each query. Systems were evaluated on the number of the songs from the same class/set as the query that were returned in the list of 10 results for each query. '''Special note''': Some systems (e.g., KWL, KWT, LR and TP) participated as a by-product of the [[Audio Music Similarity and Retrieval]] task, that is, these systems were not specifically written to detect cover song variants. Other systems (e.g., CS, DE, KL1 and KL2) were specifically written to detect cover song variants. 
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Each system was given a collection of 1000 songs which included of 30 different classes (sets) of cover songs where each class/set was represented by 11 different versions of a particular song. Each of the 330 cover songs were used as queries and the systems were required to return 10 results for each query. Systems were evaluated on the number of the songs from the same class/set as the query that were returned in the list of 10 results for each query.
  
  
 
===General Legend===
 
===General Legend===
 
====Team ID====
 
====Team ID====
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'''CS''' = [https://www.music-ir.org/evaluation/MIREX/2006_abstracts/CS_sailer.pdf Christian Sailer and Karin Dressler<sup>(1)</sup>]<br />
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'''JB''' = Juan Bello<br />
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'''DE''' = [https://www.music-ir.org/evaluation/MIREX/2006_abstracts/CS_ellis.pdf Daniel P. W. Ellis <sup>(1)</sup>]<br />
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'''SG''' = Joan Serra & Emilia Gomez<br />
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'''KL1''' = [https://www.music-ir.org/evaluation/MIREX/2006_abstracts/CS_lee.pdf Kyogu Lee 1 <sup>(1)</sup>]<br />
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'''KP''' = Youngmoo Kim & Perelstein<br />
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'''KL2''' = [https://www.music-ir.org/evaluation/MIREX/2006_abstracts/CS_lee.pdf Kyogu Lee 2 <sup>(1)</sup>]<br />
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'''EC''' = Ellis & Cotton<br />
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'''KWL''' = Kris West (Likely) <sup>(2)</sup><br />
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'''KL1''' = Kyogu Lee 1<br />
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'''KWT''' = Kris West (Trans) <sup>(2)</sup><br />
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'''KL2''' = Kyogu Lee 2<br />
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'''LR''' = [https://www.music-ir.org/evaluation/MIREX/2006_abstracts/AS_lidy.pdf Thomas Lidy and Andreas Rauber] <sup>(2)</sup><br />
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'''JEC''' = Jensen, Ellis, Christiansen, & Jensen<br />
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'''TP''' = [https://www.music-ir.org/evaluation/MIREX/2006_abstracts/AS_pohle.pdf Tim Pohle] <sup>(2)</sup><br />
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'''M2K''' = IMIRSEL Lab's M2K Algo<br/>
  
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<sup>(1)</sup> Denotes submissions specifically designed to detect cover song variants.<br/>
 
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<sup>(2)</sup> Denotes submissions not-specifically designed to detect cover song variants (See [[Audio Music Similarity and Retrieval Results]]).
 
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===Calculating Summary Measures===
 
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'''MRR''' = Mean Reciprocal Rank. Reciprocal rank is the reciprocal of the rank of the first correctly identified cover for each query (1/rank). These values are averaged for each cover song group as well as overall.<br />
 
  
 
==Overall Summary Results==
 
==Overall Summary Results==
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<csv>coversong_overall.csv</csv>  
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<csv></csv>  
  
 
===Audio Cover Song Identification Runtime Data===
 
===Audio Cover Song Identification Runtime Data===
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<csv>cover_song_sum_friedman.csv</csv>
 
<csv>cover_song_sum_friedman.csv</csv>
 
<csv>audiocover_friedman_mrr.csv</csv>
 
<csv>audiocover_friedman_mrr.csv</csv>
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==Mean Reciprocal Rank (MRR) Results==
 
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<csv>coversong_mrr.csv</csv>
 
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==Raw Results==
 
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The total number of correctly identified covers for each query, and the maximum number of covers identified for each cover song group.
 
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<csv>coversong_results.csv</csv>
 

Revision as of 12:17, 14 September 2007

This is a placeholder template

Introduction

These are the results for the 2007 running of the Audio Cover Song Identification task. For background information about this task set please refer to the Audio Cover Song page.

Each system was given a collection of 1000 songs which included of 30 different classes (sets) of cover songs where each class/set was represented by 11 different versions of a particular song. Each of the 330 cover songs were used as queries and the systems were required to return 10 results for each query. Systems were evaluated on the number of the songs from the same class/set as the query that were returned in the list of 10 results for each query.


General Legend

Team ID

JB = Juan Bello
SG = Joan Serra & Emilia Gomez
KP = Youngmoo Kim & Perelstein
EC = Ellis & Cotton
KL1 = Kyogu Lee 1
KL2 = Kyogu Lee 2
JEC = Jensen, Ellis, Christiansen, & Jensen
M2K = IMIRSEL Lab's M2K Algo


Overall Summary Results

download these results as csv

Audio Cover Song Identification Runtime Data

file /nema-raid/www/mirex/results/ac06_runtime.csv not found

Friedman Test with Multiple Comparisons Results (p=0.05)

The Friedman test was run in MATLAB against the MRR summary data over the 30 song groups.
Command: [c,m,h,gnames] = multcompare(stats, 'ctype', 'tukey-kramer','estimate', 'friedman', 'alpha', 0.05);

file /nema-raid/www/mirex/results/cover_song_sum_friedman.csv not found file /nema-raid/www/mirex/results/audiocover_friedman_mrr.csv not found

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