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Contextual RNN-T For Open Domain ASR
v1v2 (latest)

Contextual RNN-T For Open Domain ASR

Interspeech (Interspeech), 2020
4 June 2020
Mahaveer Jain
Gil Keren
Jay Mahadeokar
Geoffrey Zweig
Florian Metze
Yatharth Saraf
ArXiv (abs)PDFHTML

Papers citing "Contextual RNN-T For Open Domain ASR"

50 / 79 papers shown
A Neural Model for Contextual Biasing Score Learning and Filtering
A Neural Model for Contextual Biasing Score Learning and Filtering
Wanting Huang
Weiran Wang
109
0
0
27 Oct 2025
Metamorphic Testing for Audio Content Moderation Software
Metamorphic Testing for Audio Content Moderation Software
Wenxuan Wang
Yongjiang Wu
Junyuan Zhang
Shuqing Li
Yun Peng
Wenting Chen
Shuai Wang
Michael R. Lyu
90
0
0
29 Sep 2025
Retrieval Augmented Generation based context discovery for ASR
Retrieval Augmented Generation based context discovery for ASRConference on Empirical Methods in Natural Language Processing (EMNLP), 2025
Dimitrios Siskos
Stavros Papadopoulos
Pablo Peso Parada
Jisi Zhang
Karthikeyan P. Saravanan
Anastasios Drosou
RALM
200
0
0
23 Sep 2025
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
114
0
0
07 Sep 2025
Generative Annotation for ASR Named Entity Correction
Generative Annotation for ASR Named Entity Correction
Yuanchang Luo
Daimeng Wei
Shaojun Li
Hengchao Shang
Jiaxin Guo
...
Zhanglin Wu
Xiaoyu Chen
Zhiqiang Rao
Jinlong Yang
Hao Yang
148
0
0
28 Aug 2025
TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree
TurboBias: Universal ASR Context-Biasing powered by GPU-accelerated Phrase-Boosting Tree
A. Andrusenko
Vladimir Bataev
Lilit Grigoryan
Vitaly Lavrukhin
Boris Ginsburg
182
1
0
09 Aug 2025
Context Biasing for Pronunciations-Orthography Mismatch in Automatic Speech Recognition
Context Biasing for Pronunciations-Orthography Mismatch in Automatic Speech Recognition
Christian Huber
Alexander Waibel
147
0
0
23 Jun 2025
OWSM-Biasing: Contextualizing Open Whisper-Style Speech Models for Automatic Speech Recognition with Dynamic Vocabulary
OWSM-Biasing: Contextualizing Open Whisper-Style Speech Models for Automatic Speech Recognition with Dynamic Vocabulary
Yui Sudo
Yusuke Fujita
Atsushi Kojima
Tomoya Mizumoto
Lianbo Liu
184
0
0
11 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
232
0
0
02 Jun 2025
AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR
AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR
Chuong Chu
Vu Tuan Dat Pham
Kien Dao
Hoang Nguyen
Quoc Hung Truong
129
1
0
13 Jan 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
198
19
0
10 Nov 2024
Optimizing Contextual Speech Recognition Using Vector Quantization for
  Efficient Retrieval
Optimizing Contextual Speech Recognition Using Vector Quantization for Efficient RetrievalIEEE Transactions on Audio, Speech, and Language Processing (TASLP), 2024
Nikolaos Flemotomos
Roger Hsiao
P. Swietojanski
Takaaki Hori
Dogan Can
Xiaodan Zhuang
481
3
0
01 Nov 2024
Unifying Global and Near-Context Biasing in a Single Trie Pass
Unifying Global and Near-Context Biasing in a Single Trie PassInternational Conference on Text, Speech and Dialogue (TSD), 2024
Iuliia Thorbecke
Esaú Villatoro-Tello
Juan Zuluaga-Gomez
Shashi Kumar
Sergio Burdisso
...
A. Ganapathiraju
P. Motlícek
Karthik Pandia
Kadri Hacioğlu
Andreas Stolcke
336
0
0
20 Sep 2024
Optimizing Rare Word Accuracy in Direct Speech Translation with a
  Retrieval-and-Demonstration Approach
Optimizing Rare Word Accuracy in Direct Speech Translation with a Retrieval-and-Demonstration ApproachConference on Empirical Methods in Natural Language Processing (EMNLP), 2024
Siqi Li
Danni Liu
Jan Niehues
282
3
0
13 Sep 2024
Enhancing Large Language Model-based Speech Recognition by
  Contextualization for Rare and Ambiguous Words
Enhancing Large Language Model-based Speech Recognition by Contextualization for Rare and Ambiguous Words
Kento Nozawa
Takashi Masuko
Toru Taniguchi
213
3
0
15 Aug 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
244
12
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
280
10
0
23 Jun 2024
An efficient text augmentation approach for contextualized Mandarin
  speech recognition
An efficient text augmentation approach for contextualized Mandarin speech recognitionInterspeech (Interspeech), 2024
Naijun Zheng
Xucheng Wan
Kai Liu
Ziqing Du
Zhou Huan
187
2
0
14 Jun 2024
Fast Context-Biasing for CTC and Transducer ASR models with CTC-based
  Word Spotter
Fast Context-Biasing for CTC and Transducer ASR models with CTC-based Word Spotter
A. Andrusenko
A. Laptev
Vladimir Bataev
Vitaly Lavrukhin
Boris Ginsburg
305
6
0
11 Jun 2024
Text Injection for Neural Contextual Biasing
Text Injection for Neural Contextual Biasing
Zhong Meng
Zelin Wu
Rohit Prabhavalkar
Cal Peyser
Weiran Wang
Nanxin Chen
Tara N. Sainath
Bhuvana Ramabhadran
319
6
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
290
8
0
22 May 2024
DANCER: Entity Description Augmented Named Entity Corrector for
  Automatic Speech Recognition
DANCER: Entity Description Augmented Named Entity Corrector for Automatic Speech Recognition
Yi-Cheng Wang
Hsin-Wei Wang
Bi-Cheng Yan
Chi-Han Lin
Berlin Chen
208
2
0
26 Mar 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
228
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
224
17
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
186
22
0
16 Jan 2024
Promptformer: Prompted Conformer Transducer for ASR
Promptformer: Prompted Conformer Transducer for ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2024
Sergio Duarte Torres
Arunasish Sen
Aman Rana
Lukas Drude
Alejandro Gomez-Alanis
Andreas Schwarz
Leif Rädel
Volker Leutnant
258
3
0
14 Jan 2024
Phoneme-aware Encoding for Prefix-tree-based Contextual ASR
Phoneme-aware Encoding for Prefix-tree-based Contextual ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Hayato Futami
E. Tsunoo
Yosuke Kashiwagi
Hiroaki Ogawa
Siddhant Arora
Shinji Watanabe
195
16
0
15 Dec 2023
Improving Large-scale Deep Biasing with Phoneme Features and Text-only
  Data in Streaming Transducer
Improving Large-scale Deep Biasing with Phoneme Features and Text-only Data in Streaming TransducerAutomatic Speech Recognition & Understanding (ASRU), 2023
Jin Qiu
Lu Huang
Boyu Li
Jun Zhang
Lu Lu
Zejun Ma
317
7
0
15 Nov 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
171
5
0
07 Oct 2023
Wiki-En-ASR-Adapt: Large-scale synthetic dataset for English ASR
  Customization
Wiki-En-ASR-Adapt: Large-scale synthetic dataset for English ASR CustomizationAutomatic Speech Recognition & Understanding (ASRU), 2023
Alexandra Antonova
199
0
0
29 Sep 2023
Importance of Smoothness Induced by Optimizers in FL4ASR: Towards
  Understanding Federated Learning for End-to-End ASR
Importance of Smoothness Induced by Optimizers in FL4ASR: Towards Understanding Federated Learning for End-to-End ASRAutomatic Speech Recognition & Understanding (ASRU), 2023
Sheikh Shams Azam
Tatiana Likhomanenko
Martin Pelikan
Jan Honza Silovsky
185
7
0
22 Sep 2023
End-to-End Speech Recognition Contextualization with Large Language
  Models
End-to-End Speech Recognition Contextualization with Large Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Egor Lakomkin
Chunyang Wu
Yassir Fathullah
Ozlem Kalinli
M. Seltzer
Christian Fuegen
281
36
0
19 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
206
1
0
14 Sep 2023
Contextual Biasing of Named-Entities with Large Language Models
Contextual Biasing of Named-Entities with Large Language ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Chuanneng Sun
Zeeshan Ahmed
Yingyi Ma
Zhe Liu
Lucas Kabela
Yutong Pang
Ozlem Kalinli
KELM
287
9
0
01 Sep 2023
SeACo-Paraformer: A Non-Autoregressive ASR System with Flexible and
  Effective Hotword Customization Ability
SeACo-Paraformer: A Non-Autoregressive ASR System with Flexible and Effective Hotword Customization AbilityIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xian Shi
Yexin Yang
Zerui Li
Yanni Chen
Zhifu Gao
Shiliang Zhang
273
21
0
07 Aug 2023
N-gram Boosting: Improving Contextual Biasing with Normalized N-gram
  Targets
N-gram Boosting: Improving Contextual Biasing with Normalized N-gram Targets
Wang Yau Li
Shreekantha Nadig
K. Chang
Zafarullah Mahmood
Riqiang Wang
Simon Vandieken
Jonas Robertson
Frederic Mailhot
203
0
0
04 Aug 2023
SpellMapper: A non-autoregressive neural spellchecker for ASR
  customization with candidate retrieval based on n-gram mappings
SpellMapper: A non-autoregressive neural spellchecker for ASR customization with candidate retrieval based on n-gram mappingsInterspeech (Interspeech), 2023
Alexandra Antonova
Evelina Bakhturina
Boris Ginsburg
KELM
142
8
0
04 Jun 2023
Can Contextual Biasing Remain Effective with Whisper and GPT-2?
Can Contextual Biasing Remain Effective with Whisper and GPT-2?Interspeech (Interspeech), 2023
Guangzhi Sun
Xianrui Zheng
Chuxu Zhang
P. Woodland
186
28
0
02 Jun 2023
Streaming Speech-to-Confusion Network Speech Recognition
Streaming Speech-to-Confusion Network Speech RecognitionInterspeech (Interspeech), 2023
Denis Filimonov
Prabhat Pandey
Ariya Rastrow
Ankur Gandhe
A. Stolcke
HAI
187
0
0
02 Jun 2023
VILAS: Exploring the Effects of Vision and Language Context in Automatic
  Speech Recognition
VILAS: Exploring the Effects of Vision and Language Context in Automatic Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Ziyi Ni
Minglun Han
Feilong Chen
Linghui Meng
Jing Shi
Shuang Xu
Bo Xu
196
3
0
31 May 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
192
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
182
5
0
29 May 2023
CopyNE: Better Contextual ASR by Copying Named Entities
CopyNE: Better Contextual ASR by Copying Named EntitiesAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Shilin Zhou
Zhenghua Li
Yu Hong
Hao Fei
Zhefeng Wang
Baoxing Huai
275
13
0
22 May 2023
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers
  for Speech Recognition
Robust Acoustic and Semantic Contextual Biasing in Neural Transducers for Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xuandi Fu
Kanthashree Mysore Sathyendra
Ankur Gandhe
Jing Liu
Grant P. Strimel
Ross McGowan
Athanasios Mouchtaris
296
21
0
09 May 2023
Approximate Nearest Neighbour Phrase Mining for Contextual Speech
  Recognition
Approximate Nearest Neighbour Phrase Mining for Contextual Speech RecognitionInterspeech (Interspeech), 2023
Maurits J. R. Bleeker
P. Swietojanski
Stefan Braun
Xiaodan Zhuang
238
9
0
18 Apr 2023
Dialog act guided contextual adapter for personalized speech recognition
Dialog act guided contextual adapter for personalized speech recognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Feng-Ju Chang
Thejaswi Muniyappa
Kanthashree Mysore Sathyendra
Kailin Wei
Grant P. Strimel
Ross McGowan
128
7
0
31 Mar 2023
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech
  recognition in neural transducers
PROCTER: PROnunciation-aware ConTextual adaptER for personalized speech recognition in neural transducersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
R. Pandey
Roger Ren
Qi Luo
Jing Liu
Ariya Rastrow
Ankur Gandhe
Denis Filimonov
Grant P. Strimel
A. Stolcke
I. Bulyko
147
15
0
30 Mar 2023
On-the-fly Text Retrieval for End-to-End ASR Adaptation
On-the-fly Text Retrieval for End-to-End ASR AdaptationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Bolaji Yusuf
Aditya Gourav
Ankur Gandhe
I. Bulyko
KELMRALM
198
4
0
20 Mar 2023
A Token-Wise Beam Search Algorithm for RNN-T
A Token-Wise Beam Search Algorithm for RNN-TAutomatic Speech Recognition & Understanding (ASRU), 2023
Gil Keren
261
4
0
28 Feb 2023
Improving Contextual Spelling Correction by External Acoustics Attention
  and Semantic Aware Data Augmentation
Improving Contextual Spelling Correction by External Acoustics Attention and Semantic Aware Data AugmentationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2023
Xiaoqiang Wang
Yanqing Liu
Jinyu Li
Sheng Zhao
195
10
0
22 Feb 2023
12
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