2011:Audio Classification (Train/Test) Tasks

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
2010	27	https://nema.lis.illinois.edu/nema_out/4ffcb482-b83c-4ba6-bc42-9b538b31143c/results/evaluation/
	24	https://nema.lis.illinois.edu/nema_out/6731c97a-240c-4d3d-8be9-90d715ea04e1/results/evaluation/
	24| https://nema.lis.illinois.edu/nema_out/2b5839b3-3012-4f76-8807-31823588ae25/results/evaluation/
	33	https://nema.lis.illinois.edu/nema_out/9b11a5c8-9fcf-4029-95eb-51ed561cfb5f/results/evaluation/
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