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"

28 / 28 papers shown

Title
LegoSLM: Connecting LLM with Speech Encoder using CTC Posteriors Rao Ma Tongzhou Chen Kartik Audhkhasi Bhuvana Ramabhadran AuLLM 32 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 Shri Kiran Srinivasan KELM 61 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 104 0 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 53 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 44 0 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 44 4 0 15 Sep 2024
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark Gales Kate Knill KELM 57 1 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 34 1 0 12 Sep 2024
ProGRes: Prompted Generative Rescoring on ASR n-Best Ada Defne Tur Adel Moumen Mirco Ravanelli 41 1 0 30 Aug 2024
Evolutionary Prompt Design for LLM-Based Post-ASR Error Correction Rithik Sachdev Zhong-Qiu Wang Chao-Han Huck Yang 36 3 0 23 Jul 2024
Robust ASR Error Correction with Conservative Data Filtering Takuma Udagawa Masayuki Suzuki Masayasu Muraoka Gakuto Kurata 61 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 45 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 49 4 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 63 2 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 56 5 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 55 6 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 25 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 32 21 0 19 Jan 2024
Multi-stage Large Language Model Correction for Speech Recognition Jie Pu Thai-Son Nguyen Sebastian Stüker LRM 40 6 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 34 51 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 45 47 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 36 43 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 46 40 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 29 50 0 09 Jul 2023
Adapting an Unadaptable ASR System Rao Ma Mengjie Qian Mark Gales Kate Knill 38 3 0 01 Jun 2023
Error Correction in ASR using Sequence-to-Sequence Models S. Dutta Shreyansh Jain Ayush Maheshwari Souvik Pal Ganesh Ramakrishnan Preethi Jyothi KELM 49 30 0 02 Feb 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 42 40 0 29 Sep 2021
Less Is More: Improved RNN-T Decoding Using Limited Label Context and Path Merging Rohit Prabhavalkar Yanzhang He David Rybach S. Campbell A. Narayanan Trevor Strohman Tara N. Sainath 58 35 0 12 Dec 2020