Audio Test/Train tasks - Revision history

Singh14 at 19:12, 3 June 2010

2010-06-03T19:12:45Z

Singh14 at 19:12, 3 June 2010

2010-06-03T19:12:00Z

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 us…'

2010-06-03T19:10:59Z

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 us…'

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 [https://www.music-ir.org/mirex/wiki/2010:Audio_Classification_(Test/Train)_tasks#Links_to_Previous_MIREX_Runs_of_These_Classification_Tasks #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_(Latin_Set)_Results 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_(Mixed_Set)_Results 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
|}

← Older revision		Revision as of 19:12, 3 June 2010
Line 1:		Line 1:
−	~~= Audio Classification (Test/Train) tasks =~~
	== Description ==		== 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:		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:

@@ Line 2: / Line 2: @@
 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 Artist Identification
-* :Audio Classical Composer Identification
+* Audio Classical Composer Identification
-* :Audio US Pop Music Genre Classification
+* Audio US Pop Music Genre Classification
-* :Audio Latin Music Genre Classification
+* Audio Latin Music Genre Classification
-* :Audio Mood Classification
+* Audio Mood Classification
 All five classification tasks were conducted in previous MIREX runs (please see [https://www.music-ir.org/mirex/wiki/2010:Audio_Classification_(Test/Train)_tasks#Links_to_Previous_MIREX_Runs_of_These_Classification_Tasks #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 ==
+== Participation in previous years ==
 {|