Speaker Clustering

Speaker Clustering is the computational process of partitioning an audio signal into homogeneous segments based on speaker identity, where each cluster corresponds to a distinct individual, distinguishing it from general clustering by its specific focus on diarizing speakers in unsegmented speech.

237

Publications

11.5K

Citations

510

Authors

152

Institutions

Publications per year

2017–2026

Variants

Speaker Diarization

Parents

Speaker Identification

Publications

237

Multi-view clustering via canonical correlation analysis

Kamalika Chaudhuri, Sham M. Kakade, Karen Livescu et al. · 2009 · 824 citations · Full text

Computing, Computer Science, Data Science +17

Speaker, Environment and Channel Change Detection and Clustering via the Bayesian Information Criterion

Song M Chen · 1998 · 680 citations

Engineering, Electrical Engineering, Acoustics +12

Cluster adaptive training of hidden Markov models

Mark Gales · IEEE Transactions on Speech and Audio Processing · 2000 · 255 citations

Computing, Linguistics, Natural Language Processing +9

A robust speaker clustering algorithm

Jitendra Ajmera, Chuck Wooters · 2004 · 242 citations · Full text

Language Studies, Linguistics, Acoustics +13

End-to-End Neural Speaker Diarization with Permutation-Free Objectives

Yusuke Fujita, Naoyuki Kanda, Shota Horiguchi et al. · 2019 · 231 citations

Computing, Computer Science, Computer Vision +11

1–5 of 237

Authors

510

SM
Sylvain Meignier
Le Mans Université, France
11 publications · 659 citations
11
h-index
IL
Itshak Lapidot
Ben-Gurion University of the Negev, Israel
8 publications · 291 citations
8
h-index
CW
Chuck Wooters
International Computer Science Institute, United States
8 publications · 465 citations
8
h-index
SH
Shota Horiguchi
Hitachi (Japan), Japan
8 publications · 699 citations
8
h-index
SW
Shinji Watanabe
Johns Hopkins University, United States
8 publications · 699 citations
8
h-index

1–5 of 510

Institutions

152

1–8 of 152

Venues

IEEE Transactions on Audio Speech and Language Processing
13 publications · 698 citations
12
h-index
IEEE/ACM Transactions on Audio Speech and Language Processing
TASLP · 9 publications · 605 citations
9
h-index
arXiv (Cornell University)
Repository · 8 publications · 160 citations
8
h-index
IEEE Transactions on Speech and Audio Processing
4 publications · 387 citations
4
h-index
2003 IEEE International Conference on Acoustics, Speech, and Signal Processing, 2003. Proceedings. (ICASSP '03).
Conference · 4 publications · 191 citations
4
h-index

1–5