DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors

DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors

7 December 2023

Federico Landini

Themos Stafylakis

Papers citing "DiaPer: End-to-End Neural Diarization with Perceiver-Based Attractors"

12 / 12 papers shown

Title
Do End-to-End Neural Diarization Attractors Need to Encode Speaker Characteristic Information? Lin Zhang Themos Stafylakis Federico Landini Mireia Díez Anna Silnova Lukávs Burget 14 1 0 29 Feb 2024
Powerset multi-class cross entropy loss for neural speaker diarization Alexis Plaquet H. Bredin 90 91 0 19 Oct 2023
Multi-Stream Extension of Variational Bayesian HMM Clustering (MS-VBx) for Combined End-to-End and Vector Clustering-based Diarization Marc Delcroix Naohiro Tawara Mireia Díez Federico Landini Anna Silnova A. Ogawa Tomohiro Nakatani L. Burget S. Araki 19 4 0 23 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
Mutual Learning of Single- and Multi-Channel End-to-End Neural Diarization Shota Horiguchi Yuki Takashima Shinji Watanabe Leibny Paola García-Perera 20 2 0 07 Oct 2022
Auxiliary Loss of Transformer with Residual Connection for End-to-End Speaker Diarization Yechan Yu Dongkeon Park H. Kim 21 19 0 14 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
Auto-Tuning Spectral Clustering for Speaker Diarization Using Normalized Maximum Eigengap Tae Jin Park Kyu Jeong Han Manoj Kumar Shrikanth Narayanan 122 114 0 05 Mar 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 172 307 0 04 Nov 2019
End-to-End Neural Speaker Diarization with Self-attention Yusuke Fujita Naoyuki Kanda Shota Horiguchi Yawen Xue Kenji Nagamatsu Shinji Watanabe 163 237 0 13 Sep 2019
End-to-End Neural Speaker Diarization with Permutation-Free Objectives Yusuke Fujita Naoyuki Kanda Shota Horiguchi Kenji Nagamatsu Shinji Watanabe 148 242 0 12 Sep 2019