Audio Test/Train tasks

From MIREX Wiki
Revision as of 13:12, 3 June 2010 by Singh14 (talk | contribs)

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 2010, five classification sub-tasks are included:

  •  :Audio Artist Identification
  •  :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 #Links to Previous MIREX Runs of These Classification Tasks). This page presents the evaluation of these tasks, including the datasets as well as the submission rules and formats.

Participationinpreviousyears

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