Lexical Speaker Error Correction: Leveraging Language Models for Speaker
Diarization Error Correction

Lexical Speaker Error Correction: Leveraging Language Models for Speaker Diarization Error Correction

15 June 2023

Xiang Li

Papers citing "Lexical Speaker Error Correction: Leveraging Language Models for Speaker Diarization Error Correction"

14 / 14 papers shown

Title
SEAL: Speaker Error Correction using Acoustic-conditioned Large Language Models Anurag Kumar Rohit Paturi Amber Afshan S. Srinivasan 43 0 0 14 Jan 2025
Large Language Model Based Generative Error Correction: A Challenge and Baselines for Speech Recognition, Speaker Tagging, and Emotion Recognition Chao-Han Huck Yang Taejin Park Yuan Gong Yuanchao Li Zhehuai Chen ... E. Chng Peter Bell Catherine Lai Shinji Watanabe A. Stolcke AuLLM ELM 37 4 0 15 Sep 2024
Speaker Tagging Correction With Non-Autoregressive Language Models Grigor Kirakosyan Davit Karamyan 3DV 33 0 0 30 Aug 2024
Integrating Audio, Visual, and Semantic Information for Enhanced Multimodal Speaker Diarization Luyao Cheng Hui Wang Siqi Zheng Yafeng Chen Rongjie Huang Qinglin Zhang Qian Chen Xihao Li 33 1 0 22 Aug 2024
AG-LSEC: Audio Grounded Lexical Speaker Error Correction Rohit Paturi Xiang Li S. Srinivasan 36 1 0 25 Jun 2024
LLM-based speaker diarization correction: A generalizable approach Georgios Efstathiadis Vijay Yadav Anzar Abbas 45 3 0 07 Jun 2024
SpeechVerse: A Large-scale Generalizable Audio Language Model Nilaksh Das Saket Dingliwal S. Ronanki Rohit Paturi David Huang ... Monica Sunkara S. Srinivasan Kyu J. Han Katrin Kirchhoff Katrin Kirchhoff 41 37 0 14 May 2024
DiarizationLM: Speaker Diarization Post-Processing with Large Language Models Quan Wang Yiling Huang Guanlong Zhao Evan Clark Wei Xia Hank Liao AuLLM 33 8 0 07 Jan 2024
Improving Speaker Diarization using Semantic Information: Joint Pairwise Constraints Propagation Luyao Cheng Siqi Zheng Qinglin Zhang Haibo Wang Yafeng Chen Qian Chen Shiliang Zhang 52 2 0 19 Sep 2023
DiaCorrect: Error Correction Back-end For Speaker Diarization Jiangyu Han Federico Landini Johan Rohdin Mireia Díez Lukás Burget Yuhang Cao Heng Lu J. Černocký 47 3 0 15 Sep 2023
Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach T. Park Kunal Dhawan Nithin Rao Koluguri Jagadeesh Balam 39 15 0 11 Sep 2023
Speaker Diarization of Scripted Audiovisual Content Yogesh Virkar Brian Thompson Rohit Paturi S. Srinivasan Marcello Federico 29 1 0 04 Aug 2023
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 41 51 0 23 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 274 326 0 24 Jan 2021