An Experimental Review of Speaker Diarization methods with application
to Two-Speaker Conversational Telephone Speech recordings

An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings

29 May 2023

Samuele Cornell

Giovanni Morrone

Papers citing "An Experimental Review of Speaker Diarization methods with application to Two-Speaker Conversational Telephone Speech recordings"

15 / 15 papers shown

Title
LS-EEND: Long-Form Streaming End-to-End Neural Diarization with Online Attractor Extraction Di Liang Xiaofei Li 19 0 0 09 Oct 2024
Leveraging Speaker Embeddings in End-to-End Neural Diarization for Two-Speaker Scenarios Juan Ignacio Alvarez-Trejos Beltrán Labrador Alicia Lozano-Diez 25 1 0 01 Jul 2024
LLM-based speaker diarization correction: A generalizable approach Georgios Efstathiadis Vijay Yadav Anzar Abbas 34 3 0 07 Jun 2024
EmoDiarize: Speaker Diarization and Emotion Identification from Speech Signals using Convolutional Neural Networks Hanan Hamza Fiza Gafoor Fathima Sithara Gayathri Anil V. Anoop 17 1 0 19 Oct 2023
End-to-End Integration of Speech Separation and Voice Activity Detection for Low-Latency Diarization of Telephone Conversations Giovanni Morrone Samuele Cornell L. Serafini Enrico Zovato A. Brutti S. Squartini 11 3 0 21 Mar 2023
Target-Speaker Voice Activity Detection via Sequence-to-Sequence Prediction Ming Cheng Weiqing Wang Yucong Zhang Xiaoyi Qin Ming Li VLM 42 32 0 28 Oct 2022
Turn-to-Diarize: Online Speaker Diarization Constrained by Transformer Transducer Speaker Turn Detection Wei Xia Han Lu Quan Wang Anshuman Tripathi Yiling Huang Ignacio López Moreno Hasim Sak 38 51 0 23 Sep 2021
Overlap-aware low-latency online speaker diarization based on end-to-end local segmentation Juan Manuel Coria H. Bredin Sahar Ghannay Sophie Rosset 36 30 0 14 Sep 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 175 307 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 166 237 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
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 214 2,224 0 14 Jun 2018