A sticky HDP-HMM with application to speaker diarization

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 partic...

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Bibliographic Details
Main Authors: Fox, Emily Beth, Sudderth, Erik B., Jordan, Michael I., Willsky, Alan S.
Other Authors: Massachusetts Institute of Technology. Department of Electrical Engineering and Computer Science
Format: Article
Language:en_US
Published: Institute of Mathematical Statistics 2013
Online Access:http://hdl.handle.net/1721.1/79665
https://orcid.org/0000-0003-0149-5888