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1802.02607
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Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling
7 February 2018
Prashanth Gurunath Shivakumar
Haoqi Li
Kevin Knight
P. Georgiou
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Papers citing
"Learning from Past Mistakes: Improving Automatic Speech Recognition Output via Noisy-Clean Phrase Context Modeling"
17 / 17 papers shown
Fewer Hallucinations, More Verification: A Three-Stage LLM-Based Framework for ASR Error Correction
Yangui Fang
Baixu Cheng
Jing Peng
Xu Li
Yu Xi
Chengwei Zhang
Guohui Zhong
414
7
0
24 Dec 2025
Aligning ASR Evaluation with Human and LLM Judgments: Intelligibility Metrics Using Phonetic, Semantic, and NLI Approaches
Bornali Phukon
Xiuwen Zheng
Mark Hasegawa-Johnson
346
6
0
19 Jun 2025
Contextual ASR Error Handling with LLMs Augmentation for Goal-Oriented Conversational AI
International Conference on Computational Linguistics (COLING), 2025
Yuya Asano
Sabit Hassan
P. Sharma
Anthony Sicilia
Katherine Atwell
Diane Litman
Malihe Alikhani
325
4
0
10 Jan 2025
Revisiting ASR Error Correction with Specialized Models
Zijin Gu
Tatiana Likhomanenko
Richard He Bai
Erik McDermott
R. Collobert
Navdeep Jaitly
KELM
AuLLM
LRM
319
10
0
24 May 2024
Hallucinations in Neural Automatic Speech Recognition: Identifying Errors and Hallucinatory Models
Rita Frieske
Bertram E. Shi
215
27
0
03 Jan 2024
SoftCorrect: Error Correction with Soft Detection for Automatic Speech Recognition
AAAI Conference on Artificial Intelligence (AAAI), 2022
Yichong Leng
Xu Tan
Wenjie Liu
Kaitao Song
Rui Wang
Xiang-Yang Li
Tao Qin
Ed Lin
Tie-Yan Liu
287
20
0
02 Dec 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
339
47
0
29 Sep 2021
FastCorrect: Fast Error Correction with Edit Alignment for Automatic Speech Recognition
Neural Information Processing Systems (NeurIPS), 2021
Yichong Leng
Xu Tan
Linchen Zhu
Jin Xu
Renqian Luo
Linquan Liu
Tao Qin
Xiang-Yang Li
Ed Lin
Tie-Yan Liu
KELM
380
77
0
09 May 2021
Hallucination of speech recognition errors with sequence to sequence learning
IEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Prashant Serai
Vishal Sunder
Eric Fosler-Lussier
305
23
0
23 Mar 2021
Hybrid phonetic-neural model for correction in speech recognition systems
Rafael Viana Cámara
Mario Campos Soberanis
Diego Campos-Sobrino
121
1
0
12 Feb 2021
Do We Need Online NLU Tools?
Language Resources and Evaluation (LRE), 2020
Petr Lorenc
Petro Marek
Jan Pichl
Jakub Konrád
Jan Sedivý
215
6
0
19 Nov 2020
Personalized Query Rewriting in Conversational AI Agents
Alireza Roshan-Ghias
Clint Solomon Mathialagan
Pragaash Ponnusamy
Lambert Mathias
Chenlei Guo
172
8
0
09 Nov 2020
Improving Readability for Automatic Speech Recognition Transcription
Junwei Liao
Sefik Emre Eskimez
Liyang Lu
Yu Shi
Ming Gong
Linjun Shou
Hong Qu
Michael Zeng
188
64
0
09 Apr 2020
ASR Error Correction and Domain Adaptation Using Machine Translation
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Anirudh Mani
Shruti Palaskar
Nimshi Venkat Meripo
Sandeep Konam
Florian Metze
261
96
0
13 Mar 2020
Pre-Training for Query Rewriting in A Spoken Language Understanding System
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Zheng Chen
Xing Fan
Yuan Ling
Lambert Mathias
Chenlei Guo
195
24
0
13 Feb 2020
Knowledge Infused Learning (K-IL): Towards Deep Incorporation of Knowledge in Deep Learning
AAAI Spring Symposium Combining Machine Learning with Knowledge Engineering (CMLKE), 2019
Ugur Kursuncu
Manas Gaur
A. Sheth
NAI
307
66
0
01 Dec 2019
Confusion2Vec: Towards Enriching Vector Space Word Representations with Representational Ambiguities
PeerJ Computer Science (PeerJ CS), 2018
K. K. Thekumparampil
Zinan Lin
228
23
0
08 Nov 2018
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