Can Generative Large Language Models Perform ASR Error Correction?

9 July 2023

Rao Ma

Potsawee Manakul

Papers citing "Can Generative Large Language Models Perform ASR Error Correction?"

34 / 34 papers shown

Title
PreMind: Multi-Agent Video Understanding for Advanced Indexing of Presentation-style Videos Kangda Wei Zhengyu Zhou Bingqing Wang Jun Araki Lukas Lange Ruihong Huang Z. Feng 32 0 0 28 Feb 2025
Retrieval-Augmented Speech Recognition Approach for Domain Challenges Peng Shen Xugang Lu Hisashi Kawai RALM 60 0 0 24 Feb 2025
GEC-RAG: Improving Generative Error Correction via Retrieval-Augmented Generation for Automatic Speech Recognition Systems Amin Robatian Mohammad Hajipour Mohammad Reza Peyghan Fatemeh Rajabi Sajjad Amini Shahrokh Ghaemmaghami Iman Gholampour 43 0 0 18 Jan 2025
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
Hard-Synth: Synthesizing Diverse Hard Samples for ASR using Zero-Shot TTS and LLM Jiawei Yu Yongqian Li Xiaosong Qiao Huan Zhao Xiaofeng Zhao Wei Tang M. Zhang Hao Yang Jinsong Su 80 0 0 20 Nov 2024
Improving Grapheme-to-Phoneme Conversion through In-Context Knowledge Retrieval with Large Language Models Dongrui Han Mingyu Cui Jiawen Kang Xixin Wu Xunying Liu Helen Meng 30 1 0 12 Nov 2024
Performance evaluation of SLAM-ASR: The Good, the Bad, the Ugly, and the Way Forward Shashi Kumar Iuliia Thorbecke Sergio Burdisso Esaú Villatoro-Tello Marcelo Errecalde Kadri Hacioğlu Pradeep Rangappa P. Motlícek A. Ganapathiraju Andreas Stolcke 55 1 0 06 Nov 2024
A Pilot Study of Applying Sequence-to-Sequence Voice Conversion to Evaluate the Intelligibility of L2 Speech Using a Native Speaker's Shadowings Haopeng Geng Daisuke Saito N. Minematsu 18 1 0 03 Oct 2024
Are Transformers in Pre-trained LM A Good ASR Encoder? An Empirical Study Keyu An Shiliang Zhang Zhijie Yan 28 0 0 26 Sep 2024
Large Language Model Should Understand Pinyin for Chinese ASR Error Correction Yuang Li Xiaosong Qiao Xiaofeng Zhao Huan Zhao Wei Tang Min Zhang Hao Yang 43 1 0 20 Sep 2024
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark J. F. Gales Kate Knill KELM 46 1 0 14 Sep 2024
LA-RAG:Enhancing LLM-based ASR Accuracy with Retrieval-Augmented Generation Shaojun Li Hengchao Shang Daimeng Wei Jiaxin Guo Zongyao Li Xianghui He Min Zhang Hao Yang 37 2 0 13 Sep 2024
Retrieval Augmented Correction of Named Entity Speech Recognition Errors Ernest Pusateri Anmol Walia Anirudh Kashi Bortik Bandyopadhyay Nadia Hyder Sayantan Mahinder R. Anantha Daben Liu Sashank Gondala RALM 3DV 28 2 0 09 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
Recording for Eyes, Not Echoing to Ears: Contextualized Spoken-to-Written Conversion of ASR Transcripts Jiaqing Liu Chong Deng Qinglin Zhang Shilin Zhou Hai Yu Hai Yu Wen Wang 36 0 0 19 Aug 2024
wav2graph: A Framework for Supervised Learning Knowledge Graph from Speech Khai Le-Duc Quy-Anh Dang Tan-Hanh Pham Truong Son-Hy 32 0 0 08 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
Error Correction by Paying Attention to Both Acoustic and Confidence References for Automatic Speech Recognition Yuchun Shu Bo Hu Yifeng He Hao Shi Longbiao Wang Jianwu Dang 34 0 0 29 Jun 2024
Speech Prefix-Tuning with RNNT Loss for Improving LLM Predictions M. Baskar Andrew Rosenberg Bhuvana Ramabhadran Neeraj Gaur Zhong Meng 28 3 0 20 Jun 2024
Denoising LM: Pushing the Limits of Error Correction Models for Speech Recognition Zijin Gu Tatiana Likhomanenko Richard He Bai Erik McDermott R. Collobert Navdeep Jaitly AuLLM 51 2 0 24 May 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
Unveiling the Potential of LLM-Based ASR on Chinese Open-Source Datasets Xuelong Geng Tianyi Xu Kun Wei Bingshen Mu Hongfei Xue ... Pengcheng Guo Yuhang Dai Longhao Li Mingchen Shao Lei Xie 38 9 0 03 May 2024
Resilience of Large Language Models for Noisy Instructions Bin Wang Chengwei Wei Zhengyuan Liu Geyu Lin Nancy F. Chen 47 11 0 15 Apr 2024
The Sound of Healthcare: Improving Medical Transcription ASR Accuracy with Large Language Models Ayo Adedeji Sarita Joshi Brendan Doohan LM&MA 24 14 0 12 Feb 2024
GenTranslate: Large Language Models are Generative Multilingual Speech and Machine Translators Yuchen Hu Chen Chen Chao-Han Huck Yang Ruizhe Li Dong Zhang Zhehuai Chen E. Chng 18 21 0 10 Feb 2024
Multi-stage Large Language Model Correction for Speech Recognition Jie Pu Thai-Son Nguyen Sebastian Stüker LRM 27 6 0 17 Oct 2023
Connecting Speech Encoder and Large Language Model for ASR Wenyi Yu Changli Tang Guangzhi Sun Xianzhao Chen T. Tan Wei Li Lu Lu Zejun Ma Chao Zhang AuLLM 15 64 0 25 Sep 2023
Corpus Synthesis for Zero-shot ASR domain Adaptation using Large Language Models Hsuan Su Ting-Yao Hu H. Koppula Raviteja Vemulapalli Jen-Hao Rick Chang Karren D. Yang G. Mantena Oncel Tuzel SyDa 44 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 32 2 0 18 Sep 2023
Leveraging Large Language Models for Exploiting ASR Uncertainty Pranay Dighe Yi Su Shangshang Zheng Yunshu Liu Vineet Garg Xiaochuan Niu Ahmed H. Tewfik 13 12 0 09 Sep 2023
Training language models to follow instructions with human feedback Long Ouyang Jeff Wu Xu Jiang Diogo Almeida Carroll L. Wainwright ... Amanda Askell Peter Welinder Paul Christiano Jan Leike Ryan J. Lowe OSLM ALM 313 11,953 0 04 Mar 2022
FastCorrect 2: Fast Error Correction on Multiple Candidates for Automatic Speech Recognition Yichong Leng Xu Tan Rui Wang Linchen Zhu Jin Xu ... Linquan Liu Tao Qin Xiang-Yang Li Ed Lin Tie-Yan Liu 32 40 0 29 Sep 2021