Towards Neural Diarization for Unlimited Numbers of Speakers Using
Global and Local Attractors

Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors

4 July 2021

Shota Horiguchi

Shinji Watanabe

Leibny Paola García-Perera

Papers citing "Towards Neural Diarization for Unlimited Numbers of Speakers Using Global and Local Attractors"

16 / 16 papers shown

Title
End-to-end Online Speaker Diarization with Target Speaker Tracking Weiqing Wang Ming Li 28 5 0 12 Oct 2023
Supervised Hierarchical Clustering using Graph Neural Networks for Speaker Diarization Prachi Singh Amrit Kaul Sriram Ganapathy BDL 22 8 0 24 Feb 2023
Towards Measuring and Scoring Speaker Diarization Fairness Yannis Tevissen Jérôme Boudy Gérard Chollet Frédéric Petitpont 15 2 0 20 Feb 2023
Speaker Overlap-aware Neural Diarization for Multi-party Meeting Analysis Zhihao Du Shiliang Zhang Siqi Zheng Zhijie Yan 11 14 0 18 Nov 2022
Utterance-by-utterance overlap-aware neural diarization with Graph-PIT K. Kinoshita Thilo von Neumann Marc Delcroix Christoph Boeddeker Reinhold Haeb-Umbach 36 4 0 28 Jul 2022
From Simulated Mixtures to Simulated Conversations as Training Data for End-to-End Neural Diarization Federico Landini Alicia Lozano-Diez Mireia Díez Lukávs Burget 25 34 0 02 Apr 2022
Tight integration of neural- and clustering-based diarization through deep unfolding of infinite Gaussian mixture model K. Kinoshita Marc Delcroix Tomoharu Iwata BDL 15 19 0 14 Feb 2022
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 75 1,698 0 26 Oct 2021
Joint speaker diarisation and tracking in switching state-space model J. H. M. Wong Yifan Gong 30 0 0 23 Sep 2021
Diarisation using location tracking with agglomerative clustering J. H. M. Wong Igor Abramovski Xiong Xiao Yifan Gong 21 1 0 22 Sep 2021
Encoder-Decoder Based Attractors for End-to-End Neural Diarization Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Leibny Paola García-Perera 27 64 0 20 Jun 2021
A Review of Speaker Diarization: Recent Advances with Deep Learning Tae Jin Park Naoyuki Kanda Dimitrios Dimitriadis Kyu Jeong Han Shinji Watanabe Shrikanth Narayanan VLM 269 326 0 24 Jan 2021
Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks Federico Landini Jan Profant Mireia Díez L. Burget 208 198 0 29 Dec 2020
Tackling real noisy reverberant meetings with all-neural source separation, counting, and diarization system K. Kinoshita Marc Delcroix S. Araki Tomohiro Nakatani 189 30 0 09 Mar 2020
Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap Tae Jin Park Kyu Jeong Han Manoj Kumar Shrikanth Narayanan 128 116 0 05 Mar 2020
End-to-End Neural Speaker Diarization with Self-attention Yusuke Fujita Naoyuki Kanda Shota Horiguchi Yawen Xue Kenji Nagamatsu Shinji Watanabe 182 237 0 13 Sep 2019