In search of strong embedding extractors for speaker diarisation

In search of strong embedding extractors for speaker diarisation

26 October 2022

Shinji Watanabe

Papers citing "In search of strong embedding extractors for speaker diarisation"

16 / 16 papers shown

Title
Joint Training of Speaker Embedding Extractor, Speech and Overlap Detection for Diarization Petr Pálka Federico Landini Dominik Klement Mireia Díez Anna Silnova Marc Delcroix L. Burget VLM 41 0 0 04 Nov 2024
The VoxCeleb Speaker Recognition Challenge: A Retrospective Jaesung Huh Joon Son Chung Arsha Nagrani A. Brown Jee-weon Jung Daniel Garcia-Romero Andrew Zisserman 25 3 0 27 Aug 2024
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
ESPnet-SPK: full pipeline speaker embedding toolkit with reproducible recipes, self-supervised front-ends, and off-the-shelf models Jee-weon Jung Wangyou Zhang Jiatong Shi Zakaria Aldeneh Takuya Higuchi B. Theobald Ahmed Hussen Abdelaziz Shinji Watanabe 50 21 0 30 Jan 2024
EEND-DEMUX: End-to-End Neural Speaker Diarization via Demultiplexed Speaker Embeddings Sung Hwan Mun Mingrui Han Canyeong Moon Nam Soo Kim 15 1 0 11 Dec 2023
Golden Gemini is All You Need: Finding the Sweet Spots for Speaker Verification Tianchi Liu Kong Aik Lee Qiongqiong Wang Haizhou Li VLM 52 13 0 06 Dec 2023
Rethinking Session Variability: Leveraging Session Embeddings for Session Robustness in Speaker Verification Hee-Soo Heo Ki-hyun Nam Bong-Jin Lee Youngki Kwon Min-Ji Lee You Jin Kim Joon Son Chung 19 1 0 26 Sep 2023
Encoder-decoder multimodal speaker change detection Jee-weon Jung Soonshin Seo Hee-Soo Heo Geon-min Kim You Jin Kim Youngki Kwon Min-Ji Lee Bong-Jin Lee 24 2 0 01 Jun 2023
VoxSRC 2022: The Fourth VoxCeleb Speaker Recognition Challenge Jaesung Huh A. Brown Jee-weon Jung Joon Son Chung Arsha Nagrani D. Garcia-Romero Andrew Zisserman 13 26 0 20 Feb 2023
Large-scale learning of generalised representations for speaker recognition Jee-weon Jung Hee-Soo Heo Bong-Jin Lee Jaesong Lee Hye-jin Shim Youngki Kwon Joon Son Chung Shinji Watanabe CVBM 12 6 0 20 Oct 2022
Multi-scale speaker embedding-based graph attention networks for speaker diarisation Youngki Kwon Hee-Soo Heo Jee-weon Jung You Jin Kim Bong-Jin Lee Joon Son Chung 20 17 0 07 Oct 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 269 323 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
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 175 307 0 04 Nov 2019
End-to-End Neural Speaker Diarization with Permutation-Free Objectives Yusuke Fujita Naoyuki Kanda Shota Horiguchi Kenji Nagamatsu Shinji Watanabe 148 242 0 12 Sep 2019
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,224 0 14 Jun 2018