Difference between revisions of "2011:Audio Classification (Train/Test) Tasks"

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Many tasks in music classification can be characterized into a two-stage process: training classification models using labeled data and testing the models using new/unseen data. Therefore, we propose this "meta" task which includes various audio classification tasks that follow this Train/Test process. For MIREX 2011, five classification sub-tasks are included:  
 
Many tasks in music classification can be characterized into a two-stage process: training classification models using labeled data and testing the models using new/unseen data. Therefore, we propose this "meta" task which includes various audio classification tasks that follow this Train/Test process. For MIREX 2011, five classification sub-tasks are included:  
  
 
* Audio Artist Identification
 
 
* Audio Classical Composer Identification
 
* Audio Classical Composer Identification
 
* Audio US Pop Music Genre Classification  
 
* Audio US Pop Music Genre Classification  

Revision as of 14:40, 8 July 2011

Audio Classification (Test/Train) tasks

Description

Many tasks in music classification can be characterized into a two-stage process: training classification models using labeled data and testing the models using new/unseen data. Therefore, we propose this "meta" task which includes various audio classification tasks that follow this Train/Test process. For MIREX 2011, five classification sub-tasks are included:

  • Audio Classical Composer Identification
  • Audio US Pop Music Genre Classification
  • Audio Latin Music Genre Classification
  • Audio Mood Classification

All five classification tasks were conducted in previous MIREX runs (please see ). This page presents the evaluation of these tasks, including the datasets as well as the submission rules and formats.

Participation in previous years

Year

Participating Algorithms

URL

2009

30

https://www.music-ir.org/mirex/wiki/2009:Audio_Classical_Composer_Identification_Results

33

https://www.music-ir.org/mirex/wiki/2009:Audio_Genre_Classification_%28Latin_Set%29_Results

31

https://www.music-ir.org/mirex/wiki/2009:Audio_Genre_Classification_%28Mixed_Set%29_Results

33

https://www.music-ir.org/mirex/wiki/2009:Audio_Music_Mood_Classification_Results

2008

11

https://www.music-ir.org/mirex/wiki/2008:Audio_Artist_Identification_Results

11

https://www.music-ir.org/mirex/wiki/2008:Audio_Classical_Composer_Identification_Results

13

https://www.music-ir.org/mirex/wiki/2008:Audio_Genre_Classification_Results

13

https://www.music-ir.org/mirex/wiki/2008:Audio_Music_Mood_Classification_Results

2007

7

https://www.music-ir.org/mirex/wiki/2007:Audio_Artist_Identification_Results

7

https://www.music-ir.org/mirex/wiki/2007:Audio_Classical_Composer_Identification_Results

7

https://www.music-ir.org/mirex/wiki/2007:Audio_Genre_Classification_Results

9

https://www.music-ir.org/mirex/wiki/2007:Audio_Music_Mood_Classification_Results

2005

7

https://www.music-ir.org/evaluation/mirex-results/audio-artist/index.html

13

https://www.music-ir.org/evaluation/mirex-results/audio-genre/index.html