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Detecting Key Features in Popular Music: Case Study - Singing Voice Detection

Detecting Key Features in Popular Music: Case Study - Singing Voice Detection

This video was recorded at European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML PKDD), Bled 2009. Detecting distinct features in modern pop music is an important problem that can have significant applications in areas such as multimedia entertainment. They can be used, for example, to give a visually coherent representation of the sound. We propose to integrate a singing voice detector with a multimedia, multi-touch game where the user has to perform simple tasks at certain key points in the music. While the ultimate goal is to automatically create visual content in response to features extracted from the music, here we give special focus to the detection of voice segments in music songs. The solution presented extracts the... Show More
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