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Class LM and word mapping for contextual biasing in End-to-End ASR
v1v2v3 (latest)

Class LM and word mapping for contextual biasing in End-to-End ASR

Interspeech (Interspeech), 2020
10 July 2020
Rongqing Huang
Ossama Abdel-Hamid
Xinwei Li
G. Evermann
ArXiv (abs)PDFHTML

Papers citing "Class LM and word mapping for contextual biasing in End-to-End ASR"

43 / 43 papers shown
Enhancing the Robustness of Contextual ASR to Varying Biasing Information Volumes Through Purified Semantic Correlation Joint Modeling
Enhancing the Robustness of Contextual ASR to Varying Biasing Information Volumes Through Purified Semantic Correlation Joint ModelingIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2025
Yue Gu
Zhihao Du
Ying Shi
Shiliang Zhang
Qian Chen
Jiqing Han
146
1
0
07 Sep 2025
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language Models
SpeechIQ: Speech-Agentic Intelligence Quotient Across Cognitive Levels in Voice Understanding by Large Language ModelsAnnual Meeting of the Association for Computational Linguistics (ACL), 2025
Zhen Wan
Chao-Han Huck Yang
Yahan Yu
Jinchuan Tian
Sheng Li
...
Zhehuai Chen
Shinji Watanabe
Fei Cheng
Chenhui Chu
Sadao Kurohashi
AuLLMELM
218
0
0
25 Jul 2025
Context Biasing for Pronunciation-Orthography Mismatch in Automatic Speech Recognition
Context Biasing for Pronunciation-Orthography Mismatch in Automatic Speech Recognition
Christian Huber
Alexander Waibel
189
0
0
23 Jun 2025
WCTC-Biasing: Retraining-free Contextual Biasing ASR with Wildcard CTC-based Keyword Spotting and Inter-layer Biasing
WCTC-Biasing: Retraining-free Contextual Biasing ASR with Wildcard CTC-based Keyword Spotting and Inter-layer Biasing
Yu Nakagome
Michael Hentschel
281
0
0
02 Jun 2025
Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation
Contextualized Automatic Speech Recognition with Dynamic Vocabulary Prediction and Activation
Zhennan Lin
Kaixun Huang
Wei Ren
Linju Yang
Lei Xie
AI4CE
271
0
0
29 May 2025
CTC-Assisted LLM-Based Contextual ASR
CTC-Assisted LLM-Based Contextual ASRSpoken Language Technology Workshop (SLT), 2024
Guanrou Yang
Tianhao Shen
Zhifu Gao
Shiliang Zhang
Xie Chen
258
22
0
10 Nov 2024
Spelling Correction through Rewriting of Non-Autoregressive ASR Lattices
Spelling Correction through Rewriting of Non-Autoregressive ASR Lattices
L. Velikovich
Christopher Li
D. Caseiro
Shankar Kumar
Pat Rondon
Kandarp Joshi
Xavier Velez
KELM
425
2
0
24 Sep 2024
Improving Neural Biasing for Contextual Speech Recognition by Early
  Context Injection and Text Perturbation
Improving Neural Biasing for Contextual Speech Recognition by Early Context Injection and Text Perturbation
Ruizhe Huang
M. Yarmohammadi
Sanjeev Khudanpur
Dan Povey
289
13
0
14 Jul 2024
Contextualized End-to-end Automatic Speech Recognition with Intermediate
  Biasing Loss
Contextualized End-to-end Automatic Speech Recognition with Intermediate Biasing Loss
Muhammad Shakeel
Yui Sudo
Yifan Peng
Shinji Watanabe
AI4CE
321
11
0
23 Jun 2024
InterBiasing: Boost Unseen Word Recognition through Biasing Intermediate
  Predictions
InterBiasing: Boost Unseen Word Recognition through Biasing Intermediate Predictions
Yu Nakagome
Michael Hentschel
248
5
0
21 Jun 2024
Enhancing CTC-based speech recognition with diverse modeling units
Enhancing CTC-based speech recognition with diverse modeling units
Shiyi Han
Zhihong Lei
Mingbin Xu
Xingyu Na
Zhen Huang
425
1
0
05 Jun 2024
Contextualized Automatic Speech Recognition with Dynamic Vocabulary
Contextualized Automatic Speech Recognition with Dynamic Vocabulary
Yui Sudo
Yosuke Fukumoto
Muhammad Shakeel
Yifan Peng
Shinji Watanabe
330
11
0
22 May 2024
Locality enhanced dynamic biasing and sampling strategies for contextual
  ASR
Locality enhanced dynamic biasing and sampling strategies for contextual ASRAutomatic Speech Recognition & Understanding (ASRU), 2023
Md. Asif Jalal
Pablo Peso Parada
George Pavlidis
Vasileios Moschopoulos
Karthikeyan P. Saravanan
...
Jisi Zhang
Anastasios Drosou
Gil Ho Lee
Jungin Lee
Seokyeong Jung
278
4
0
23 Jan 2024
Contextualized Automatic Speech Recognition with Attention-Based Bias
  Phrase Boosted Beam Search
Contextualized Automatic Speech Recognition with Attention-Based Bias Phrase Boosted Beam Search
Yui Sudo
Muhammad Shakeel
Yosuke Fukumoto
Yifan Peng
Shinji Watanabe
269
20
0
19 Jan 2024
Improving ASR Contextual Biasing with Guided Attention
Improving ASR Contextual Biasing with Guided AttentionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Jiyang Tang
Kwangyoun Kim
Suwon Shon
Felix Wu
Prashant Sridhar
Shinji Watanabe
212
26
0
16 Jan 2024
High-precision Voice Search Query Correction via Retrievable Speech-text
  Embedings
High-precision Voice Search Query Correction via Retrievable Speech-text Embedings
Christopher Li
Gary Wang
Kyle Kastner
Heng Su
Allen Chen
...
Zelin Wu
L. Velikovich
Pat Rondon
D. Caseiro
Petar S. Aleksic
199
2
0
08 Jan 2024
Personalization of CTC-based End-to-End Speech Recognition Using
  Pronunciation-Driven Subword Tokenization
Personalization of CTC-based End-to-End Speech Recognition Using Pronunciation-Driven Subword Tokenization
Zhihong Lei
Ernest Pusateri
Shiyi Han
Leo Liu
Mingbin Xu
...
R. Travadi
Youyuan Zhang
Mirko Hannemann
Man-Hung Siu
Zhen Huang
257
10
0
16 Oct 2023
Improved Contextual Recognition In Automatic Speech Recognition Systems
  By Semantic Lattice Rescoring
Improved Contextual Recognition In Automatic Speech Recognition Systems By Semantic Lattice Rescoring
Ankitha Sudarshan
Vinay Samuel
Parth Patwa
Ibtihel Amara
Vasu Sharma
456
3
0
14 Oct 2023
Spike-Triggered Contextual Biasing for End-to-End Mandarin Speech
  Recognition
Spike-Triggered Contextual Biasing for End-to-End Mandarin Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2023
Kaixun Huang
Aoting Zhang
Binbin Zhang
Tianyi Xu
Xingchen Song
Lei Xie
216
5
0
07 Oct 2023
Contextual Biasing with the Knuth-Morris-Pratt Matching Algorithm
Contextual Biasing with the Knuth-Morris-Pratt Matching AlgorithmInterspeech (Interspeech), 2023
Weiran Wang
Zelin Wu
D. Caseiro
Tsendsuren Munkhdalai
K. Sim
...
Rohit Prabhavalkar
Zhong Meng
Ding Zhao
Tara N. Sainath
P. M. Mengibar
355
12
0
29 Sep 2023
Incorporating Class-based Language Model for Named Entity Recognition in
  Factorized Neural Transducer
Incorporating Class-based Language Model for Named Entity Recognition in Factorized Neural TransducerInterspeech (Interspeech), 2023
Peng Wang
Yifan Yang
Zheng Liang
Tian Tan
Shiliang Zhang
Xie Chen
291
1
0
14 Sep 2023
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited
  Annotated Data
Knowledge-Aware Audio-Grounded Generative Slot Filling for Limited Annotated DataComputer Speech and Language (CSL), 2023
Guangzhi Sun
Chuxu Zhang
Ivan Vulić
Paweł Budzianowski
P. Woodland
270
7
0
04 Jul 2023
Record Deduplication for Entity Distribution Modeling in ASR Transcripts
Record Deduplication for Entity Distribution Modeling in ASR TranscriptsInterspeech (Interspeech), 2023
Tianyu Huang
Chung Hoon Hong
Carl N. Wivagg
Kanna Shimizu
101
0
0
09 Jun 2023
Adaptive Contextual Biasing for Transducer Based Streaming Speech
  Recognition
Adaptive Contextual Biasing for Transducer Based Streaming Speech RecognitionInterspeech (Interspeech), 2023
Tianyi Xu
Zhanheng Yang
Kaixun Huang
Pengcheng Guo
Aoting Zhang
Biao Li
Changru Chen
Chong Li
Linfu Xie
353
19
0
01 Jun 2023
Graph Neural Networks for Contextual ASR with the Tree-Constrained
  Pointer Generator
Graph Neural Networks for Contextual ASR with the Tree-Constrained Pointer GeneratorIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Guangzhi Sun
Chuxu Zhang
P. Woodland
272
9
0
30 May 2023
Retraining-free Customized ASR for Enharmonic Words Based on a
  Named-Entity-Aware Model and Phoneme Similarity Estimation
Retraining-free Customized ASR for Enharmonic Words Based on a Named-Entity-Aware Model and Phoneme Similarity EstimationInterspeech (Interspeech), 2023
Yui Sudo
K. Hata
K. Nakadai
273
5
0
29 May 2023
Contextualized End-to-End Speech Recognition with Contextual Phrase
  Prediction Network
Contextualized End-to-End Speech Recognition with Contextual Phrase Prediction NetworkInterspeech (Interspeech), 2023
Kaixun Huang
Aoting Zhang
Zhanheng Yang
Pengcheng Guo
Bingshen Mu
Tianyi Xu
Linfu Xie
558
41
0
21 May 2023
Improvements to Embedding-Matching Acoustic-to-Word ASR Using
  Multiple-Hypothesis Pronunciation-Based Embeddings
Improvements to Embedding-Matching Acoustic-to-Word ASR Using Multiple-Hypothesis Pronunciation-Based EmbeddingsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Hao Yen
Woojay Jeon
257
3
0
30 Oct 2022
End-to-end Spoken Language Understanding with Tree-constrained Pointer
  Generator
End-to-end Spoken Language Understanding with Tree-constrained Pointer GeneratorIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Guangzhi Sun
Chuxu Zhang
P. Woodland
251
8
0
29 Oct 2022
SAN: a robust end-to-end ASR model architecture
SAN: a robust end-to-end ASR model architectureIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Zeping Min
Qian Ge
Guanhua Huang
175
2
0
27 Oct 2022
Named Entity Detection and Injection for Direct Speech Translation
Named Entity Detection and Injection for Direct Speech TranslationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Marco Gaido
Yun Tang
Ilia Kulikov
Rongqing Huang
Hongyu Gong
Hirofumi Inaguma
248
6
0
21 Oct 2022
Improving Contextual Recognition of Rare Words with an Alternate
  Spelling Prediction Model
Improving Contextual Recognition of Rare Words with an Alternate Spelling Prediction ModelInterspeech (Interspeech), 2022
Jennifer Drexler Fox
Natalie Delworth
KELM
309
26
0
02 Sep 2022
Tree-constrained Pointer Generator with Graph Neural Network Encodings
  for Contextual Speech Recognition
Tree-constrained Pointer Generator with Graph Neural Network Encodings for Contextual Speech RecognitionInterspeech (Interspeech), 2022
Guangzhi Sun
Chuxu Zhang
P. Woodland
192
19
0
02 Jul 2022
Contextual Density Ratio for Language Model Biasing of Sequence to
  Sequence ASR Systems
Contextual Density Ratio for Language Model Biasing of Sequence to Sequence ASR SystemsInterspeech (Interspeech), 2021
Jesús Andrés-Ferrer
Dario Albesano
P. Zhan
Paul Vozila
144
6
0
29 Jun 2022
Minimising Biasing Word Errors for Contextual ASR with the
  Tree-Constrained Pointer Generator
Minimising Biasing Word Errors for Contextual ASR with the Tree-Constrained Pointer GeneratorIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Guangzhi Sun
Chuxu Zhang
P. Woodland
309
16
0
18 May 2022
End-to-end contextual asr based on posterior distribution adaptation for
  hybrid ctc/attention system
End-to-end contextual asr based on posterior distribution adaptation for hybrid ctc/attention system
Zheng Zhang
Pan Zhou
210
7
0
18 Feb 2022
Neural-FST Class Language Model for End-to-End Speech Recognition
Neural-FST Class Language Model for End-to-End Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
A. Bruguier
Duc Le
Rohit Prabhavalkar
Dangna Li
Zhe Liu
Bo Wang
Eun Chang
Fuchun Peng
Ozlem Kalinli
M. Seltzer
322
6
0
28 Jan 2022
Context-Aware Transformer Transducer for Speech Recognition
Context-Aware Transformer Transducer for Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2021
Feng-Ju Chang
Jing Liu
Martin H. Radfar
Athanasios Mouchtaris
M. Omologo
Ariya Rastrow
Siegfried Kunzmann
262
98
0
05 Nov 2021
Recent Advances in End-to-End Automatic Speech Recognition
Recent Advances in End-to-End Automatic Speech RecognitionAPSIPA Transactions on Signal and Information Processing (TASIP), 2021
Jinyu Li
VLM
550
444
0
02 Nov 2021
Tree-constrained Pointer Generator for End-to-end Contextual Speech
  Recognition
Tree-constrained Pointer Generator for End-to-end Contextual Speech RecognitionAutomatic Speech Recognition & Understanding (ASRU), 2021
Guangzhi Sun
Chao Zhang
P. Woodland
259
40
0
01 Sep 2021
Personalization Strategies for End-to-End Speech Recognition Systems
Personalization Strategies for End-to-End Speech Recognition SystemsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Aditya Gourav
Linda Liu
Ankur Gandhe
Yile Gu
Guitang Lan
...
Gautam Tiwari
Denis Filimonov
Ariya Rastrow
A. Stolcke
I. Bulyko
189
43
0
15 Feb 2021
CIF-based Collaborative Decoding for End-to-end Contextual Speech
  Recognition
CIF-based Collaborative Decoding for End-to-end Contextual Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Minglun Han
Linhao Dong
Shiyu Zhou
Bo Xu
229
32
0
17 Dec 2020
Improving accuracy of rare words for RNN-Transducer through unigram
  shallow fusion
Improving accuracy of rare words for RNN-Transducer through unigram shallow fusion
Vijay Ravi
Yile Gu
Ankur Gandhe
Ariya Rastrow
Linda Liu
Denis Filimonov
Scott Novotney
I. Bulyko
284
11
0
30 Nov 2020
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