A sticky HDP-HMM with application to speaker diarization

15 May 2009Emily B. FoxErik B. SudderthMichael I. JordanAlan S. Willsky

We consider the problem of speaker diarization, the problem of segmenting an audio recording of a meeting into temporal segments corresponding to individual speakers. The problem is rendered particularly difficult by the fact that we are not allowed to assume knowledge of the number of people participating in the meeting... (read more)

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