Enhancing Speaker Diarization with Large Language Models: A Contextual
Beam Search Approach

Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach

11 September 2023

Kunal Dhawan

Nithin Rao Koluguri

Jagadeesh Balam

Papers citing "Enhancing Speaker Diarization with Large Language Models: A Contextual Beam Search Approach"

11 / 11 papers shown

Title
Speaker Diarization for Low-Resource Languages Through Wav2vec Fine-Tuning Abdulhady Abas Abdullah S. H. Karim Sara Azad Ahmed Kanar R. Tariq Tarik Ahmed Rashid 89 0 0 23 Apr 2025
The CHiME-8 DASR Challenge for Generalizable and Array Agnostic Distant Automatic Speech Recognition and Diarization Samuele Cornell Taejin Park Steve Huang Christoph Boeddeker Xuankai Chang Matthew Maciejewski Matthew Wiesner Paola García Shinji Watanabe 27 9 0 23 Jul 2024
LLM-based speaker diarization correction: A generalizable approach Georgios Efstathiadis Vijay Yadav Anzar Abbas 34 3 0 07 Jun 2024
Enhancing user experience in large language models through human-centered design: Integrating theoretical insights with an experimental study to meet diverse software learning needs with a single document knowledge base Yuchen Wang Yin-Shan Lin Ruixin Huang Jinyin Wang Sensen Liu 19 7 0 19 May 2024
Large Language Models are Efficient Learners of Noise-Robust Speech Recognition Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Chao Zhang Pin-Yu Chen Ensiong Chng 25 20 0 19 Jan 2024
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
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 269 324 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
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism M. Shoeybi M. Patwary Raul Puri P. LeGresley Jared Casper Bryan Catanzaro MoE 243 1,815 0 17 Sep 2019
NeMo: a toolkit for building AI applications using Neural Modules Oleksii Kuchaiev Jason Chun Lok Li Huyen Nguyen Oleksii Hrinchuk Ryan Leary ... Jack Cook P. Castonguay Mariya Popova Jocelyn Huang Jonathan M. Cohen 182 291 0 14 Sep 2019