End-to-End Neural Diarization: Reformulating Speaker Diarization as
Simple Multi-label Classification

End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification

24 February 2020

Shinji Watanabe

Shota Horiguchi

Kenji Nagamatsu

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Papers citing "End-to-End Neural Diarization: Reformulating Speaker Diarization as Simple Multi-label Classification"

18 / 18 papers shown

Title
Improving Neural Diarization through Speaker Attribute Attractors and Local Dependency Modeling David Palzer Matthew Maciejewski Eric Fosler-Lussier 22 2 0 05 Jun 2025
End-to-End Target Speaker Speech Recognition Using Context-Aware Attention Mechanisms for Challenging Enrollment Scenario Mohsen Ghane Mohammad Sadegh Safari 146 0 0 28 Jan 2025
Online speaker diarization of meetings guided by speech separation Elio Gruttadauria Mathieu Fontaine S. Essid 37 6 0 30 Jan 2024
DiaCorrect: End-to-end error correction for speaker diarization Jiangyu Han Yuhang Cao Heng Lu Yanhua Long 89 0 0 31 Oct 2022
Self-supervised Speaker Diarization Yehoshua Dissen Felix Kreuk Joseph Keshet 103 4 0 08 Apr 2022
Generation of Speaker Representations Using Heterogeneous Training Batch Assembly Yu-Huai Peng Hung-Shin Lee Pin-Tuan Huang Hsin-Min Wang 42 0 0 30 Mar 2022
BeamTransformer: Microphone Array-based Overlapping Speech Detection Siqi Zheng Shiliang Zhang Weilong Huang Qian Chen Hongbin Suo Ming Lei Jinwei Feng Zhijie Yan 82 8 0 09 Sep 2021
The DKU-DukeECE-Lenovo System for the Diarization Task of the 2021 VoxCeleb Speaker Recognition Challenge Weiqing Wang Danwei Cai Qingjian Lin Lin Yang Junjie Wang Jin Wang Ming Li 91 27 0 05 Sep 2021
Encoder-Decoder Based Attractors for End-to-End Neural Diarization Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Leibny Paola García-Perera 88 68 0 20 Jun 2021
DIVE: End-to-end Speech Diarization via Iterative Speaker Embedding Neil Zeghidour O. Teboul David Grangier 63 13 0 28 May 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 72 22 0 05 May 2021
Online Streaming End-to-End Neural Diarization Handling Overlapping Speech and Flexible Numbers of Speakers Yawen Xue Shota Horiguchi Yusuke Fujita Yuki Takashima Shinji Watanabe Leibny Paola García-Perera Kenji Nagamatsu 62 6 0 21 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 287 209 0 29 Dec 2020
End-to-End Speaker Diarization as Post-Processing Shota Horiguchi Leibny Paola García-Perera Yusuke Fujita Shinji Watanabe Kenji Nagamatsu 100 42 0 18 Dec 2020
Multi-class Spectral Clustering with Overlaps for Speaker Diarization Desh Raj Zili Huang Sanjeev Khudanpur 105 31 0 05 Nov 2020
DOVER-Lap: A Method for Combining Overlap-aware Diarization Outputs Desh Raj Leibny Paola García-Perera Zili Huang Shinji Watanabe Daniel Povey A. Stolcke Sanjeev Khudanpur 117 68 0 03 Nov 2020
Online End-to-End Neural Diarization with Speaker-Tracing Buffer Yawen Xue Shota Horiguchi Yusuke Fujita Shinji Watanabe Kenji Nagamatsu 75 46 0 04 Jun 2020
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Kenji Nagamatsu 160 193 0 20 May 2020