Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems

1 April 2022

Papers citing "Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems"

20 / 20 papers shown

Title
Harnessing the Zero-Shot Power of Instruction-Tuned Large Language Model in End-to-End Speech Recognition Yosuke Higuchi Tetsuji Ogawa Tetsunori Kobayashi AuLLM 40 0 0 08 Jan 2025
Speech Recognition Rescoring with Large Speech-Text Foundation Models Prashanth Gurunath Shivakumar J. Kolehmainen Aditya Gourav Yi Gu Ankur Gandhe Ariya Rastrow I. Bulyko AuLLM 26 0 0 25 Sep 2024
ProGRes: Prompted Generative Rescoring on ASR n-Best Ada Defne Tur Adel Moumen Mirco Ravanelli 31 1 0 30 Aug 2024
SALSA: Speedy ASR-LLM Synchronous Aggregation Ashish R. Mittal Darshan Prabhu Sunita Sarawagi P. Jyothi 34 2 0 29 Aug 2024
Towards interfacing large language models with ASR systems using confidence measures and prompting Maryam Naderi Xingrui Yang Weihan Wang Sevada Hovsepyan Weichen Dai KELM 34 1 0 31 Jul 2024
Robust ASR Error Correction with Conservative Data Filtering Takuma Udagawa Masayuki Suzuki Masayasu Muraoka Gakuto Kurata 56 0 0 18 Jul 2024
Multi-stage Large Language Model Correction for Speech Recognition Jie Pu Thai-Son Nguyen Sebastian Stüker LRM 27 6 0 17 Oct 2023
Correction Focused Language Model Training for Speech Recognition Yingyi Ma Zhe Liu Ozlem Kalinli KELM 27 3 0 17 Oct 2023
HyPoradise: An Open Baseline for Generative Speech Recognition with Large Language Models Cheng Chen Yuchen Hu Chao-Han Huck Yang Sabato Marco Siniscalchi Pin-Yu Chen E. Chng 32 42 0 27 Sep 2023
Multiple Representation Transfer from Large Language Models to End-to-End ASR Systems Takuma Udagawa Masayuki Suzuki Gakuto Kurata Masayasu Muraoka G. Saon 35 2 0 07 Sep 2023
Contextual Biasing of Named-Entities with Large Language Models Chuanneng Sun Zeeshan Ahmed Yingyi Ma Zhe Liu Lucas Kabela Yutong Pang Ozlem Kalinli KELM 20 7 0 01 Sep 2023
Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study Zeping Min Jinbo Wang AuLLM 27 13 0 13 Jul 2023
On the N-gram Approximation of Pre-trained Language Models Aravind Krishnan Jesujoba Oluwadara Alabi Dietrich Klakow 23 1 0 12 Jun 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers Jason (Jinglun) Cai Monica Sunkara Xilai Li Anshu Bhatia Xiao Pan S. Bodapati 26 3 0 11 May 2023
Understanding Shared Speech-Text Representations Gary Wang Kyle Kastner Ankur Bapna Zhehuai Chen Andrew Rosenberg Bhuvana Ramabhadran Yu Zhang AuLLM 69 7 0 27 Apr 2023
BECTRA: Transducer-based End-to-End ASR with BERT-Enhanced Encoder Yosuke Higuchi Tetsuji Ogawa Tetsunori Kobayashi Shinji Watanabe 56 12 0 02 Nov 2022
BERT Meets CTC: New Formulation of End-to-End Speech Recognition with Pre-trained Masked Language Model Yosuke Higuchi Brian Yan Siddhant Arora Tetsuji Ogawa Tetsunori Kobayashi Shinji Watanabe 54 25 0 29 Oct 2022
RescoreBERT: Discriminative Speech Recognition Rescoring with BERT Liyan Xu Yile Gu J. Kolehmainen Haidar Khan Ankur Gandhe Ariya Rastrow A. Stolcke I. Bulyko 34 45 0 02 Feb 2022
ASR Rescoring and Confidence Estimation with ELECTRA Hayato Futami H. Inaguma Masato Mimura S. Sakai Tatsuya Kawahara KELM 59 20 0 05 Oct 2021
Language Models as Knowledge Bases? Fabio Petroni Tim Rocktaschel Patrick Lewis A. Bakhtin Yuxiang Wu Alexander H. Miller Sebastian Riedel KELM AI4MH 415 2,588 0 03 Sep 2019