RescoreBERT: Discriminative Speech Recognition Rescoring with BERT

2 February 2022

Papers citing "RescoreBERT: Discriminative Speech Recognition Rescoring with BERT"

31 / 31 papers shown

Title
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient Retrieval Nikolaos Flemotomos Roger Hsiao P. Swietojanski Takaaki Hori Dogan Can Xiaodan Zhuang 37 0 0 01 Nov 2024
Efficient Long-Form Speech Recognition for General Speech In-Context Learning Hao Yen Shaoshi Ling Guoli Ye 16 0 0 29 Sep 2024
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 21 0 0 25 Sep 2024
ProGRes: Prompted Generative Rescoring on ASR n-Best Ada Defne Tur Adel Moumen Mirco Ravanelli 21 0 0 30 Aug 2024
Transformer-based Model for ASR N-Best Rescoring and Rewriting Iwen E. Kang Christophe Van Gysel Man-Hung Siu 21 2 0 12 Jun 2024
Let's Fuse Step by Step: A Generative Fusion Decoding Algorithm with LLMs for Multi-modal Text Recognition Chan-Jan Hsu Yi-Chang Chen Feng-Ting Liao Pei-Chen Ho Yu-Hsiang Wang Po-Chun Hsu Da-shan Shiu 19 2 0 23 May 2024
It's Never Too Late: Fusing Acoustic Information into Large Language Models for Automatic Speech Recognition Chen Chen Ruizhe Li Yuchen Hu Sabato Marco Siniscalchi Pin-Yu Chen Ensiong Chng Chao-Han Huck Yang 24 19 0 08 Feb 2024
Investigating Training Strategies and Model Robustness of Low-Rank Adaptation for Language Modeling in Speech Recognition Yu Yu Chao-Han Huck Yang Tuan Dinh Sungho Ryu J. Kolehmainen ... Ankur Gandhe Ariya Rastrow Jia Xu I. Bulyko A. Stolcke 18 1 0 19 Jan 2024
Server-side Rescoring of Spoken Entity-centric Knowledge Queries for Virtual Assistants Youyuan Zhang Sashank Gondala Thiago Fraga-Silva Christophe Van Gysel 30 2 0 02 Nov 2023
Correction Focused Language Model Training for Speech Recognition Yingyi Ma Zhe Liu Ozlem Kalinli KELM 17 1 0 17 Oct 2023
Whispering LLaMA: A Cross-Modal Generative Error Correction Framework for Speech Recognition S. Radhakrishnan Chao-Han Huck Yang S. Khan Rohit Kumar N. Kiani D. Gómez-Cabrero Jesper N. Tegnér 38 47 0 10 Oct 2023
Generative Speech Recognition Error Correction with Large Language Models and Task-Activating Prompting Chao-Han Huck Yang Yile Gu Yi-Chieh Liu Shalini Ghosh I. Bulyko A. Stolcke KELM LRM 17 40 0 27 Sep 2023
Low-rank Adaptation of Large Language Model Rescoring for Parameter-Efficient Speech Recognition Yu Yu Chao-Han Huck Yang J. Kolehmainen Prashanth Gurunath Shivakumar Yile Gu ... Denis Filimonov Shalini Ghosh A. Stolcke Ariya Rastrow I. Bulyko 14 6 0 26 Sep 2023
Human Transcription Quality Improvement Jian Gao Hanbo Sun Cheng Cao Zheng Du 21 2 0 24 Sep 2023
HTEC: Human Transcription Error Correction Hanbo Sun Jian Gao Xiaomin Wu Anjie Fang Cheng Cao Zheng Du 11 1 0 18 Sep 2023
HypR: A comprehensive study for ASR hypothesis revising with a reference corpus Yi-Wei Wang Keda Lu Kuan-Yu Chen 24 2 0 18 Sep 2023
Can Whisper perform speech-based in-context learning? Siyin Wang Chao-Han Huck Yang Ji Wu Chao Zhang 8 23 0 13 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 15 7 0 01 Sep 2023
Modality Confidence Aware Training for Robust End-to-End Spoken Language Understanding Suyoun Kim Akshat Shrivastava Duc Le Ju Lin Ozlem Kalinli M. Seltzer AuLLM 8 2 0 22 Jul 2023
Personalization for BERT-based Discriminative Speech Recognition Rescoring J. Kolehmainen Yile Gu Aditya Gourav Prashanth Gurunath Shivakumar Ankur Gandhe Ariya Rastrow I. Bulyko 17 1 0 13 Jul 2023
Exploring the Integration of Large Language Models into Automatic Speech Recognition Systems: An Empirical Study Zeping Min Jinbo Wang AuLLM 14 13 0 13 Jul 2023
SURT 2.0: Advances in Transducer-based Multi-talker Speech Recognition Desh Raj Daniel Povey Sanjeev Khudanpur VLM 19 8 0 18 Jun 2023
VILAS: Exploring the Effects of Vision and Language Context in Automatic Speech Recognition Ziyi Ni Minglun Han Feilong Chen Linghui Meng Jing Shi Shuang Xu Bo Xu 18 0 0 31 May 2023
External Language Model Integration for Factorized Neural Transducers Michael Levit S. Parthasarathy Cem Aksoylar Mohammad Sadegh Rasooli Shuangyu Chang 14 2 0 26 May 2023
Masked Audio Text Encoders are Effective Multi-Modal Rescorers Jason (Jinglun) Cai Monica Sunkara Xilai Li Anshu Bhatia Xiao Pan S. Bodapati 13 2 0 11 May 2023
Modeling Spoken Information Queries for Virtual Assistants: Open Problems, Challenges and Opportunities Christophe Van Gysel 11 4 0 25 Apr 2023
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducers R. Pandey Roger Ren Qi Luo Jing Liu Ariya Rastrow Ankur Gandhe Denis Filimonov Grant P. Strimel A. Stolcke I. Bulyko 12 13 0 30 Mar 2023
Knowledge Transfer from Pre-trained Language Models to Cif-based Speech Recognizers via Hierarchical Distillation Minglun Han Feilong Chen Jing Shi Shuang Xu Bo Xu VLM 31 8 0 30 Jan 2023
Joint Audio/Text Training for Transformer Rescorer of Streaming Speech Recognition Suyoun Kim Ke Li Lucas Kabela Rongqing Huang Jiedan Zhu Ozlem Kalinli Duc Le 17 8 0 31 Oct 2022
On Comparison of Encoders for Attention based End to End Speech Recognition in Standalone and Rescoring Mode Raviraj Joshi Subodh Kumar 21 2 0 26 Jun 2022
Effect and Analysis of Large-scale Language Model Rescoring on Competitive ASR Systems Takuma Udagawa Masayuki Suzuki Gakuto Kurata N. Itoh G. Saon 29 23 0 01 Apr 2022