Audio Train/Test Tasks - Revision history

Singh14: /* Participation in previous years */

2010-06-04T18:09:35Z

‎Participation in previous years

Singh14: /* Year */

2010-06-04T18:00:53Z

‎Year

Singh14: /* Audio Classification (Test/Train) tasks */

2010-06-04T18:00:17Z

‎Audio Classification (Test/Train) tasks

Singh14: /* Participation in previous years */

2010-06-04T17:16:39Z

‎Participation in previous years

Singh14: Created page with '= Audio Classification (Test/Train) tasks = == Description == Many tasks in music classification can be characterized into a two-stage process: training classification models u…'

2010-06-04T17:13:02Z

Created page with '= Audio Classification (Test/Train) tasks = == Description == Many tasks in music classification can be characterized into a two-stage process: training classification models u…'

New page

= 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 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 ). This page presents the evaluation of these tasks, including the datasets as well as the submission rules and formats.

== Participation in previous years ==

{| border="1"
|-
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Year
|
Participating algorithms
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URL
|-
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2009
|
30
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https://www.music-ir.org/mirex/wiki/2009:Audio_Classical_Composer_Identification_Results
|-
|
|
33
|
|-
|
|
31
|
|-
|
|
33
|
|-
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2008
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11
|
|-
|
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11
|
|-
|
|
13
|-
|
|
13
|
|-
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2007
|
7
|
|-
|
|
7
|
|-
|
|
7
|
|-
|
|
9
|
|-
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2005
|
7
|
|-
|
|
13
|
|}

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