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N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space

1 March 2023

Rao Ma

Papers citing "N-best T5: Robust ASR Error Correction using Multiple Input Hypotheses and Constrained Decoding Space"

25 / 25 papers shown

Title
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors Rao Ma Tongzhou Chen Kartik Audhkhasi Bhuvana Ramabhadran AuLLM 92 0 0 16 May 2025
Chain of Correction for Full-text Speech Recognition with Large Language Models Zhiyuan Tang Dong Wang Zhikai Zhou Y. Liu Shen Huang Siyang Song KELM 111 0 0 02 Apr 2025
FlanEC: Exploring Flan-T5 for Post-ASR Error Correction Moreno La Quatra Valerio Mario Salerno Yu Tsao Sabato Marco Siniscalchi 181 2 0 22 Jan 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 112 2 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 87 1 0 08 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 ... Eng Siong Chng Peter Bell Catherine Lai Shinji Watanabe A. Stolcke AuLLM ELM 77 8 0 15 Sep 2024
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark Gales Kate Knill KELM 140 6 0 14 Sep 2024
Full-text Error Correction for Chinese Speech Recognition with Large Language Model Zhiyuan Tang Dong Wang Shen Huang Shidong Shang AuLLM 97 1 0 12 Sep 2024
ProGRes: Prompted Generative Rescoring on ASR n-Best Ada Defne Tur Adel Moumen Mirco Ravanelli 100 2 0 30 Aug 2024
Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction Rithik Sachdev Zhong-Qiu Wang Chao-Han Huck Yang 94 3 0 23 Jul 2024
Robust ASR Error Correction with Conservative Data Filtering Takuma Udagawa Masayuki Suzuki Masayasu Muraoka Gakuto Kurata 103 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 88 0 0 29 Jun 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR Guanrou Yang Ziyang Ma Fan Yu Zhifu Gao Shiliang Zhang Xie Chen AuLLM 100 5 0 09 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 88 5 0 24 May 2024
Listen Again and Choose the Right Answer: A New Paradigm for Automatic Speech Recognition with Large Language Models Yuchen Hu Chen Chen Chengwei Qin Qiushi Zhu Eng Siong Chng Ruizhe Li AuLLM KELM 100 7 0 16 May 2024
MMGER: Multi-modal and Multi-granularity Generative Error Correction with LLM for Joint Accent and Speech Recognition Bingshen Mu Yangze Li Qijie Shao Kun Wei Xucheng Wan Naijun Zheng Huan Zhou Lei Xie 145 9 0 06 May 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 Eng Siong Chng 91 21 0 10 Feb 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 102 25 0 19 Jan 2024
Multi-stage Large Language Model Correction for Speech Recognition Jie Pu Thai-Son Nguyen Sebastian Stüker LRM 66 8 0 17 Oct 2023
SALM: Speech-augmented Language Model with In-context Learning for Speech Recognition and Translation Zhehuai Chen He Huang A. Andrusenko Oleksii Hrinchuk Krishna C. Puvvada Jason Chun Lok Li Subhankar Ghosh Jagadeesh Balam Boris Ginsburg LRM 94 58 0 13 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 149 53 0 10 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 Eng Siong Chng 99 48 0 27 Sep 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 120 52 0 27 Sep 2023
Can Generative Large Language Models Perform ASR Error Correction? Rao Ma Mengjie Qian Potsawee Manakul Mark Gales Kate Knill AuLLM KELM 84 60 0 09 Jul 2023
Adapting an Unadaptable ASR System Rao Ma Mengjie Qian Mark Gales Kate Knill 105 3 0 01 Jun 2023