A spelling correction model for end-to-end speech recognition

19 February 2019

Papers citing "A spelling correction model for end-to-end speech recognition"

29 / 29 papers shown

Title
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 41 0 0 18 Jan 2025
ASR Error Correction using Large Language Models Rao Ma Mengjie Qian Mark J. F. Gales Kate Knill KELM 46 1 0 14 Sep 2024
Tag and correct: high precision post-editing approach to correction of speech recognition errors Tomasz Ziętkiewicz 31 0 0 11 Jun 2024
MaLa-ASR: Multimedia-Assisted LLM-Based ASR Guanrou Yang Ziyang Ma Fan Yu Zhifu Gao Shiliang Zhang Xie Chen AuLLM 36 2 0 09 Jun 2024
Crossmodal ASR Error Correction with Discrete Speech Units Yuanchao Li Pinzhen Chen Peter Bell Catherine Lai 36 6 0 26 May 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 48 2 0 24 May 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 27 20 0 19 Jan 2024
Optimizing Two-Pass Cross-Lingual Transfer Learning: Phoneme Recognition and Phoneme to Grapheme Translation Wonjun Lee Gary Geunbae Lee Yunsu Kim 31 0 0 06 Dec 2023
Boosting Chinese ASR Error Correction with Dynamic Error Scaling Mechanism Jiaxin Fan Yong Zhang Hanzhang Li Jianzong Wang Zhitao Li Ouyang Sheng Ning Cheng Jing Xiao 14 0 0 07 Aug 2023
A Comprehensive Evaluation and Analysis Study for Chinese Spelling Check Xunjian Yin Xiao-Yi Wan ELM 8 3 0 25 Jul 2023
Error-Robust Retrieval for Chinese Spelling Check Xunjian Yin Xinyu Hu Jin Jiang Xiao-Yi Wan 23 3 0 15 Nov 2022
MCSCSet: A Specialist-annotated Dataset for Medical-domain Chinese Spelling Correction Wangjie Jiang Zhihao Ye Zijing Ou Ruihui Zhao Jianguang Zheng Yi Liu Siheng Li Bang Liu Yujiu Yang Yefeng Zheng 6 12 0 21 Oct 2022
Cross-dataset COVID-19 Transfer Learning with Cough Detection, Cough Segmentation, and Data Augmentation Bagus Tris Atmaja Zanjabila Suyanto A. Sasou 32 1 0 12 Oct 2022
Unsupervised domain adaptation for speech recognition with unsupervised error correction Long Mai Julie Carson-Berndsen 33 8 0 24 Sep 2022
Improving Deliberation by Text-Only and Semi-Supervised Training Ke Hu Tara N. Sainath Yanzhang He Rohit Prabhavalkar Trevor Strohman S. Mavandadi Weiran Wang 26 12 0 29 Jun 2022
Seq-2-Seq based Refinement of ASR Output for Spoken Name Capture Karan Singla S. Jalalvand Yeon-Jun Kim Ryan Price Daniel Pressel S. Bangalore 12 2 0 29 Mar 2022
Sentence-Select: Large-Scale Language Model Data Selection for Rare-Word Speech Recognition Yifan Jiang Cal Peyser Tara N. Sainath Ruoming Pang Trevor Strohman Shankar Kumar 18 16 0 09 Mar 2022
Cross-Modal ASR Post-Processing System for Error Correction and Utterance Rejection Jing Du Shiliang Pu Qinbo Dong Chao Jin Xin Qi Dian Gu Ru Wu Hongwei Zhou 30 9 0 10 Jan 2022
VarCLR: Variable Semantic Representation Pre-training via Contrastive Learning Qibin Chen Jeremy Lacomis Edward J. Schwartz Graham Neubig Bogdan Vasilescu Claire Le Goues VLM 16 33 0 05 Dec 2021
Remember the context! ASR slot error correction through memorization Dhanush Bekal Ashish Shenoy Monica Sunkara S. Bodapati Katrin Kirchhoff KELM 23 12 0 10 Sep 2021
Towards the Unseen: Iterative Text Recognition by Distilling from Errors A. Bhunia Pinaki Nath Chowdhury Aneeshan Sain Yi-Zhe Song 32 16 0 26 Jul 2021
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition Yichong Leng Xu Tan Linchen Zhu Jin Xu Renqian Luo Linquan Liu Tao Qin Xiang-Yang Li Ed Lin Tie-Yan Liu KELM 24 63 0 09 May 2021
Neural Inverse Text Normalization Monica Sunkara Chaitanya P. Shivade S. Bodapati Katrin Kirchhoff 41 31 0 12 Feb 2021
Using Synthetic Audio to Improve The Recognition of Out-Of-Vocabulary Words in End-To-End ASR Systems Xianrui Zheng Yulan Liu Deniz Gunceler D. Willett 17 78 0 23 Nov 2020
Joint Contextual Modeling for ASR Correction and Language Understanding Yue Weng Sai Sumanth Miryala Chandra Khatri Runze Wang H. Zheng ... Mahdi Namazifar Alexandros Papangelis Hugh Williams Franziska Bell Gokhan Tur 13 50 0 28 Jan 2020
Open Challenge for Correcting Errors of Speech Recognition Systems Marek Kubis Z. Vetulani M. Wypych Tomasz Ziętkiewicz 11 9 0 09 Jan 2020
Correction of Automatic Speech Recognition with Transformer Sequence-to-sequence Model Oleksii Hrinchuk Mariya Popova Boris Ginsburg VLM 17 87 0 23 Oct 2019
G2G: TTS-Driven Pronunciation Learning for Graphemic Hybrid ASR Duc Le T. Koehler Christian Fuegen M. Seltzer 24 16 0 22 Oct 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,743 0 26 Sep 2016