Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks

29 December 2020

Papers citing "Bayesian HMM clustering of x-vector sequences (VBx) in speaker diarization: theory, implementation and analysis on standard tasks"

27 / 27 papers shown

Title
ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings Théo Mariotte Anthony Larcher Silvio Montrésor Jean-Hugh Thomas 27 0 0 05 Jun 2024
Continuous Target Speech Extraction: Enhancing Personalized Diarization and Extraction on Complex Recordings He Zhao Hangting Chen Jianwei Yu Yuehai Wang 41 0 0 29 Jan 2024
Uncertainty Quantification in Machine Learning for Joint Speaker Diarization and Identification Simon W. McKnight Aidan O. T. Hogg Vincent W. Neo Patrick A. Naylor 11 1 0 28 Dec 2023
An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings L. Serafini Samuele Cornell Giovanni Morrone Enrico Zovato A. Brutti S. Squartini 37 9 0 29 May 2023
Supervised Hierarchical Clustering using Graph Neural Networks for Speaker Diarization Prachi Singh Amrit Kaul Sriram Ganapathy BDL 25 8 0 24 Feb 2023
Probabilistic Back-ends for Online Speaker Recognition and Clustering A. Sholokhov Nikita Kuzmin Kong Aik Lee Chng Eng Siong 24 1 0 19 Feb 2023
The Newsbridge -Telecom SudParis VoxCeleb Speaker Recognition Challenge 2022 System Description Yannis Tevissen Jérôme Boudy Frédéric Petitpont 22 1 0 17 Jan 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
Multi-Speaker and Wide-Band Simulated Conversations as Training Data for End-to-End Neural Diarization Federico Landini Mireia Díez Alicia Lozano-Diez L. Burget 19 15 0 12 Nov 2022
ATCO2 corpus: A Large-Scale Dataset for Research on Automatic Speech Recognition and Natural Language Understanding of Air Traffic Control Communications Juan Pablo Zuluaga Karel Veselý Igor Szöke Alexander Blatt P. Motlícek ... Claudia Cevenini Pavel Kolcárek Allan Tart J. Černocký Dietrich Klakow 32 23 0 08 Nov 2022
DiaCorrect: End-to-end error correction for speaker diarization Jiangyu Han Yuhang Cao Heng Lu Yanhua Long 34 0 0 31 Oct 2022
In search of strong embedding extractors for speaker diarisation Jee-weon Jung Hee-Soo Heo Bong-Jin Lee Jaesung Huh A. Brown Youngki Kwon Shinji Watanabe Joon Son Chung 42 16 0 26 Oct 2022
Collar-aware Training for Streaming Speaker Change Detection in Broadcast Speech Joonas Kalda Tanel Alumäe 11 3 0 14 May 2022
Multi-scale Speaker Diarization with Dynamic Scale Weighting Tae Jin Park Nithin Rao Koluguri Jagadeesh Balam Boris Ginsburg 16 19 0 30 Mar 2022
Magnitude-aware Probabilistic Speaker Embeddings Nikita Kuzmin Igor Fedorov A. Sholokhov 27 7 0 28 Feb 2022
The USTC-Ximalaya system for the ICASSP 2022 multi-channel multi-party meeting transcription (M2MeT) challenge Maokui He Xiang Lv Weilin Zhou Jingjing Yin Xiaoqi Zhang ... Shutong Niu Yuhang Cao Heng Lu Jun Du Chin-Hui Lee 46 7 0 10 Feb 2022
Summary On The ICASSP 2022 Multi-Channel Multi-Party Meeting Transcription Grand Challenge Fan Yu Shiliang Zhang Pengcheng Guo Yihui Fu Zhihao Du ... Kong Aik Lee Zhijie Yan B. Ma Xin Xu Hui Bu 13 28 0 08 Feb 2022
End-to-end speaker diarization with transformer Yongquan Lai Xin Tang Yuanyuan Fu Rui Fang 21 1 0 14 Dec 2021
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
Ego4D: Around the World in 3,000 Hours of Egocentric Video Kristen Grauman Andrew Westbury Eugene Byrne Zachary Chavis Antonino Furnari ... Mike Zheng Shou Antonio Torralba Lorenzo Torresani Mingfei Yan Jitendra Malik EgoV 224 1,018 0 13 Oct 2021
Multi-Channel End-to-End Neural Diarization with Distributed Microphones Shota Horiguchi Yuki Takashima Leibny Paola García-Perera Shinji Watanabe Y. Kawaguchi 24 17 0 10 Oct 2021
Self-Supervised Metric Learning With Graph Clustering For Speaker Diarization Prachi Singh Sriram Ganapathy SSL 24 7 0 14 Sep 2021
BeamTransformer: Microphone Array-based Overlapping Speech Detection Siqi Zheng Shiliang Zhang Weilong Huang Qian Chen Hongbin Suo Ming Lei Jinwei Feng Zhijie Yan 27 7 0 09 Sep 2021
XMUSPEECH System for VoxCeleb Speaker Recognition Challenge 2021 Jie Wang Fuchuan Tong Zhi-Cong Chen Lin Li Q. Hong Haodong Zhou 24 1 0 06 Sep 2021
Encoder-Decoder Based Attractors for End-to-End Neural Diarization Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Leibny Paola García-Perera 29 64 0 20 Jun 2021
pyannote.audio: neural building blocks for speaker diarization H. Bredin Ruiqing Yin Juan Manuel Coria G. Gelly Pavel Korshunov Marvin Lavechin D. Fustes Hadrien Titeux Wassim Bouaziz Marie-Philippe Gill 191 312 0 04 Nov 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 216 2,233 0 14 Jun 2018