End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors

20 May 2020

Papers citing "End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors"

39 / 39 papers shown

Title
Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning Abdulhady Abas Abdullah S. H. Karim Sara Azad Ahmed Kanar R. Tariq Tarik Ahmed Rashid 138 0 0 23 Apr 2025
USED: Universal Speaker Extraction and Diarization Junyi Ao Mehmet Sinan Yildirim Ruijie Tao Mengyao Ge Shuai Wang Yan-min Qian Haizhou Li 33 5 0 17 Jan 2025
Overview of Speaker Modeling and Its Applications: From the Lens of Deep Speaker Representation Learning Shuai Wang Zheng-Shou Chen Kong Aik Lee Yan-min Qian Haizhou Li 30 4 0 21 Jul 2024
Continuous Target Speech Extraction: Enhancing Personalized Diarization and Extraction on Complex Recordings He Zhao Hangting Chen Jianwei Yu Yuehai Wang 39 0 0 29 Jan 2024
End-to-end Online Speaker Diarization with Target Speaker Tracking Weiqing Wang Ming Li 28 5 0 12 Oct 2023
Frame-wise streaming end-to-end speaker diarization with non-autoregressive self-attention-based attractors Di Liang Nian Shao Xiaofei Li 30 4 0 25 Sep 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
Unified Modeling of Multi-Talker Overlapped Speech Recognition and Diarization with a Sidecar Separator Lingwei Meng Jiawen Kang Mingyu Cui Haibin Wu Xixin Wu Helen M. Meng 31 10 0 25 May 2023
Exploring Speaker-Related Information in Spoken Language Understanding for Better Speaker Diarization Luyao Cheng Siqi Zheng Zhang Qinglin Haibo Wang Yafeng Chen Qian Chen 33 4 0 22 May 2023
Attention-based Encoder-Decoder Network for End-to-End Neural Speaker Diarization with Target Speaker Attractor Zhengyang Chen Bing Han Shuai Wang Yan-min Qian 30 15 0 18 May 2023
Neural Diarization with Non-autoregressive Intermediate Attractors Yusuke Fujita Tatsuya Komatsu Robin Scheibler Yusuke Kida Tetsuji Ogawa 31 11 0 13 Mar 2023
Supervised Hierarchical Clustering using Graph Neural Networks for Speaker Diarization Prachi Singh Amrit Kaul Sriram Ganapathy BDL 22 8 0 24 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
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
High-resolution embedding extractor for speaker diarisation Hee-Soo Heo Youngki Kwon Bong-Jin Lee You Jin Kim Jee-weon Jung 22 5 0 08 Nov 2022
DiaCorrect: End-to-end error correction for speaker diarization Jiangyu Han Yuhang Cao Heng Lu Yanhua Long 29 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
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
PRISM: Pre-trained Indeterminate Speaker Representation Model for Speaker Diarization and Speaker Verification Siqi Zheng Hongbin Suo Qian Chen 27 4 0 16 May 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
EEND-SS: Joint End-to-End Neural Speaker Diarization and Speech Separation for Flexible Number of Speakers Soumi Maiti Yushi Ueda Shinji Watanabe Chunlei Zhang Meng Yu Shi-Xiong Zhang Yong-mei Xu 26 32 0 31 Mar 2022
Multi-scale Speaker Diarization with Dynamic Scale Weighting Tae Jin Park Nithin Rao Koluguri Jagadeesh Balam Boris Ginsburg 11 19 0 30 Mar 2022
TMS: A Temporal Multi-scale Backbone Design for Speaker Embedding Ruiteng Zhang Jianguo Wei Xugang Lu Wenhuan Lu Di Jin Junhai Xu Lin Zhang Y. Ji J. Dang 15 4 0 17 Mar 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
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 16 1 0 14 Dec 2021
Low-Latency Online Speaker Diarization with Graph-Based Label Generation Yucong Zhang Qinjian Lin Weiqing Wang Lin Yang Xuyang Wang Junjie Wang Ming Li 14 10 0 27 Nov 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
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
Advancing the dimensionality reduction of speaker embeddings for speaker diarisation: disentangling noise and informing speech activity You Jin Kim Hee-Soo Heo Jee-weon Jung Youngki Kwon Bong-Jin Lee Joon Son Chung 16 3 0 07 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 24 7 0 09 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
End-to-End Diarization for Variable Number of Speakers with Local-Global Networks and Discriminative Speaker Embeddings Soumi Maiti Hakan Erdogan K. Wilson Scott Wisdom Shinji Watanabe J. Hershey 27 21 0 05 May 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
BW-EDA-EEND: Streaming End-to-End Neural Speaker Diarization for a Variable Number of Speakers Eunjung Han Chul Lee A. Stolcke 13 42 0 05 Nov 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
End-to-End Neural Speaker Diarization with Permutation-Free Objectives Yusuke Fujita Naoyuki Kanda Shota Horiguchi Kenji Nagamatsu Shinji Watanabe 155 243 0 12 Sep 2019