Talk:Audio Music Mood Classification - Revision history

XiaoHu at 03:43, 19 February 2007

2007-02-19T03:43:02Z

XiaoHu at 03:37, 19 February 2007

2007-02-19T03:37:44Z

Claurier: New page: Looking at the literature, we can conclude that there is no standard in mood taxonomy. Another conclusion is that using many categories gives bad results in the automatic classification, t...

2007-02-15T15:17:34Z

New page: Looking at the literature, we can conclude that there is no standard in mood taxonomy. Another conclusion is that using many categories gives bad results in the automatic classification, t...

New page

Looking at the literature, we can conclude that there is no standard in mood taxonomy.
Another conclusion is that using many categories gives bad results in the automatic classification, that might be because even humans between them don't have a good agreement. Many categories makes it too overlapped and subjective. But anyway psychological studies have some results about agreement (see Juslin for example).
A good solution might be a tradeoff between psychological studies and social context information we can grab from real applications and large online communities (music websites with mood tags from the users)
--[[User:Claurier|Claurier]] 09:17, 15 February 2007 (CST)

← Older revision		Revision as of 03:43, 19 February 2007
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	A good solution might be a tradeoff between psychological studies and social context information we can grab from real applications and large online communities (music websites with mood tags from the users)		A good solution might be a tradeoff between psychological studies and social context information we can grab from real applications and large online communities (music websites with mood tags from the users)
	--[[User:Claurier\|Claurier]] 09:17, 15 February 2007 (CST)		--[[User:Claurier\|Claurier]] 09:17, 15 February 2007 (CST)
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−	I agree this is a difficult task, and MIREX is the best place to handle difficult tasks because it gathers the attention and strength of the whole MIR community. As this is the first time for mood classification, I like your idea of making it simpler by setting up fewer mood categories.
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−	Juslin's categories have good musicpsychological roots, but he and Laukka confessed their model took a musican's stand and ignored the socical context of music listening. (Juslin, P. N., & Laukka, P. (2004). Expression, perception, and induction of musical emotions: A review and a questionnaire study of everyday listening. Journal of New Music Research, 33(3), 217-238. )
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−	Existing music websites like AMG are right in the social context. So this is their advantage. AMG is a mess indeed, so I like MoodLogic more. MoodLogic has only 6 categories, but we are not sure about it without knowing how they came up with the 6 labels.

← Older revision		Revision as of 03:37, 19 February 2007
Line 3:		Line 3:
	A good solution might be a tradeoff between psychological studies and social context information we can grab from real applications and large online communities (music websites with mood tags from the users)		A good solution might be a tradeoff between psychological studies and social context information we can grab from real applications and large online communities (music websites with mood tags from the users)
	--[[User:Claurier\|Claurier]] 09:17, 15 February 2007 (CST)		--[[User:Claurier\|Claurier]] 09:17, 15 February 2007 (CST)
		+
		+	I agree this is a difficult task, and MIREX is the best place to handle difficult tasks because it gathers the attention and strength of the whole MIR community. As this is the first time for mood classification, I like your idea of making it simpler by setting up fewer mood categories.
		+
		+	Juslin's categories have good musicpsychological roots, but he and Laukka confessed their model took a musican's stand and ignored the socical context of music listening. (Juslin, P. N., & Laukka, P. (2004). Expression, perception, and induction of musical emotions: A review and a questionnaire study of everyday listening. Journal of New Music Research, 33(3), 217-238. )
		+
		+	Existing music websites like AMG are right in the social context. So this is their advantage. AMG is a mess indeed, so I like MoodLogic more. MoodLogic has only 6 categories, but we are not sure about it without knowing how they came up with the 6 labels.