Exploring Methods of Improving Speaker Accuracy for Speaker Diarization
Title | Exploring Methods of Improving Speaker Accuracy for Speaker Diarization |
Publication Type | Conference Paper |
Year of Publication | 2013 |
Authors | Knox, M. Tai, Mirghafori N., & Friedland G. |
Other Numbers | 3611 |
Abstract | The focus of this work is to improve the speaker diarizationerror rate, and more specifically the speaker error rate. Weinvestigate two methods of improving the speaker error rate:modifying the minimum duration constraint and incorporatingnovel purification techniques. First, in the final step of thespeaker diarization algorithm we replace the minimum duration constraint with a simple smoothing algorithm, which averages the log-likelihoods for each of the hypothesized speakers. |
URL | https://www.icsi.berkeley.edu/pubs/speech/exploringmethods13.pdf |
Bibliographic Notes | Proceedings of the 14th Annual Conference of the International Speech Communication Association (Interspeech 2013), Lyon, France |
Abbreviated Authors | M. Knox, N. Mirghafori, and G. Friedland |
ICSI Research Group | Speech |
ICSI Publication Type | Article in conference proceedings |