Difference between revisions of "Audio Test/Train 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 2010, 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 2010, five classification sub-tasks are included: | ||
Revision as of 13:12, 3 June 2010
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.
