A Review of Speaker Diarization: Recent Advances with Deep Learning

24 January 2021

Tae Jin Park

Naoyuki Kanda

Dimitrios Dimitriadis

Shrikanth Narayanan

Papers citing "A Review of Speaker Diarization: Recent Advances with Deep Learning"

27 / 27 papers shown

Title
Speaker Retrieval in the Wild: Challenges, Effectiveness and Robustness Erfan Loweimi Mengjie Qian Kate Knill Mark J. F. Gales 43 0 0 26 Apr 2025
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 52 0 0 23 Apr 2025
Pavlok-Nudge: A Feedback Mechanism for Atomic Behaviour Modification with Snoring Usecase Md Golam Moula Mehedi Hasan Rakibul Hasan Pradyumna Agrawal Zhixi Cai Susannah Soon Tom Gedeon 75 0 0 17 Feb 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 24 4 0 21 Jul 2024
Systematic Evaluation of Online Speaker Diarization Systems Regarding their Latency Roman Aperdannier Sigurd Schacht Alexander Piazza 36 0 0 05 Jul 2024
LLM-based speaker diarization correction: A generalizable approach Georgios Efstathiadis Vijay Yadav Anzar Abbas 34 3 0 07 Jun 2024
ASoBO: Attentive Beamformer Selection for Distant Speaker Diarization in Meetings Théo Mariotte Anthony Larcher Silvio Montrésor Jean-Hugh Thomas 18 0 0 05 Jun 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
End-to-end Online Speaker Diarization with Target Speaker Tracking Weiqing Wang Ming Li 13 5 0 12 Oct 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 21 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 11 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 17 4 0 22 May 2023
Neural Diarization with Non-autoregressive Intermediate Attractors Yusuke Fujita Tatsuya Komatsu Robin Scheibler Yusuke Kida Tetsuji Ogawa 20 11 0 13 Mar 2023
Towards Measuring and Scoring Speaker Diarization Fairness Yannis Tevissen Jérôme Boudy Gérard Chollet Frédéric Petitpont 13 2 0 20 Feb 2023
Privacy-preserving Automatic Speaker Diarization Francisco Teixeira A. Abad Bhiksha Raj Isabel Trancoso 6 3 0 26 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 27 16 0 26 Oct 2022
Highly Efficient Real-Time Streaming and Fully On-Device Speaker Diarization with Multi-Stage Clustering Quan Wang Yiling Huang Han Lu Guanlong Zhao Ignacio López Moreno 15 11 0 25 Oct 2022
Robust Acoustic Domain Identification with its Application to Speaker Diarization Kishore Kumar A Shefali Waldekar Md. Sahidullah G. Saha 10 0 0 05 Aug 2022
Royalflush Speaker Diarization System for ICASSP 2022 Multi-channel Multi-party Meeting Transcription Challenge Jingguang Tian Xinhui Hu Xinkang Xu 8 9 0 10 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 28 1,688 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 11 17 0 10 Oct 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 203 198 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 178 29 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 117 114 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 157 212 0 13 Sep 2019
End-to-End Neural Speaker Diarization with Permutation-Free Objectives Yusuke Fujita Naoyuki Kanda Shota Horiguchi Kenji Nagamatsu Shinji Watanabe 145 242 0 12 Sep 2019