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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"

29 / 79 papers shown
Two Stage Contextual Word Filtering for Context bias in Unified
  Streaming and Non-streaming Transducer
Two Stage Contextual Word Filtering for Context bias in Unified Streaming and Non-streaming TransducerInterspeech (Interspeech), 2023
Zhanheng Yang
Sining Sun
Xiong Wang
Yike Zhang
Long Ma
Linfu Xie
220
16
0
17 Jan 2023
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge
  (ICSRC): Dataset, Tracks, Baseline and Results
The ISCSLP 2022 Intelligent Cockpit Speech Recognition Challenge (ICSRC): Dataset, Tracks, Baseline and ResultsInternational Symposium on Chinese Spoken Language Processing (ISCSLP), 2022
Ao Zhang
F. Yu
Kaixun Huang
Linfu Xie
Longbiao Wang
Eng Siong Chng
Hui Bu
Binbin Zhang
Wei Chen
Xin Xu
212
5
0
03 Nov 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
200
8
0
29 Oct 2022
Contextual-Utterance Training for Automatic Speech Recognition
Contextual-Utterance Training for Automatic Speech RecognitionIberSPEECH Conference (IberSPEECH), 2022
Alejandro Gomez-Alanis
Lukas Drude
A. Schwarz
Rupak Vignesh Swaminathan
Simon Wiesler
181
1
0
27 Oct 2022
Towards Personalization of CTC Speech Recognition Models with Contextual
  Adapters and Adaptive Boosting
Towards Personalization of CTC Speech Recognition Models with Contextual Adapters and Adaptive Boosting
Saket Dingliwal
Monica Sunkara
S. Bodapati
S. Ronanki
Jeffrey J. Farris
Katrin Kirchhoff
242
0
0
18 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
230
21
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
167
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
133
6
0
29 Jun 2022
Contextual Adapters for Personalized Speech Recognition in Neural
  Transducers
Contextual Adapters for Personalized Speech Recognition in Neural TransducersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Kanthashree Mysore Sathyendra
Thejaswi Muniyappa
Feng-Ju Chang
Jing Liu
Jinru Su
Grant P. Strimel
Athanasios Mouchtaris
Siegfried Kunzmann
189
87
0
26 May 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
208
16
0
18 May 2022
Unified Modeling of Multi-Domain Multi-Device ASR SystemsInternational Conference on Text, Speech and Dialogue (TSD), 2022
Soumyajit Mitra
Swayambhu Nath Ray
Bharat Padi
Arunasish Sen
Raghavendra Bilgi
Harish Arsikere
Shalini Ghosh
A. Srinivasamurthy
Sri Garimella
208
4
0
13 May 2022
WeNet 2.0: More Productive End-to-End Speech Recognition Toolkit
WeNet 2.0: More Productive End-to-End Speech Recognition ToolkitInterspeech (Interspeech), 2022
Binbin Zhang
Di Wu
Zhendong Peng
Xingcheng Song
Zhuoyuan Yao
Hang Lv
Linfu Xie
Chao Yang
Fuping Pan
Jianwei Niu
VLM
276
130
0
29 Mar 2022
CUE Vectors: Modular Training of Language Models Conditioned on Diverse
  Contextual Signals
CUE Vectors: Modular Training of Language Models Conditioned on Diverse Contextual SignalsFindings (Findings), 2022
Scott Novotney
Sreeparna Mukherjee
Zeeshan Ahmed
A. Stolcke
184
6
0
16 Mar 2022
Towards Contextual Spelling Correction for Customization of End-to-end
  Speech Recognition Systems
Towards Contextual Spelling Correction for Customization of End-to-end Speech Recognition SystemsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Xiaoqiang Wang
Yanqing Liu
Jinyu Li
Veljko Miljanic
Sheng Zhao
H. Khalil
KELM
241
23
0
02 Mar 2022
Improving End-to-End Contextual Speech Recognition with Fine-Grained
  Contextual Knowledge Selection
Improving End-to-End Contextual Speech Recognition with Fine-Grained Contextual Knowledge SelectionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Minglun Han
Linhao Dong
Zhenlin Liang
Meng Cai
Shiyu Zhou
Zejun Ma
Bo Xu
187
56
0
30 Jan 2022
Prompt Tuning GPT-2 language model for parameter-efficient domain
  adaptation of ASR systems
Prompt Tuning GPT-2 language model for parameter-efficient domain adaptation of ASR systems
Saket Dingliwal
Ashish Shenoy
S. Bodapati
Ankur Gandhe
R. Gadde
Katrin Kirchhoff
VLM
276
4
0
16 Dec 2021
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
200
96
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
434
431
0
02 Nov 2021
Spell my name: keyword boosted speech recognition
Spell my name: keyword boosted speech recognition
Namkyu Jung
Geon-min Kim
Joon Son Chung
246
17
0
06 Oct 2021
Fast Contextual Adaptation with Neural Associative Memory for On-Device
  Personalized Speech Recognition
Fast Contextual Adaptation with Neural Associative Memory for On-Device Personalized Speech Recognition
Tsendsuren Munkhdalai
K. Sim
Angad Chandorkar
Fan Gao
Mason Chua
Trevor Strohman
F. Beaufays
224
39
0
05 Oct 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
219
40
0
01 Sep 2021
A Light-weight contextual spelling correction model for customizing
  transducer-based speech recognition systems
A Light-weight contextual spelling correction model for customizing transducer-based speech recognition systems
Xiaoqiang Wang
Yanqing Liu
Sheng Zhao
Jinyu Li
KELM
154
19
0
17 Aug 2021
Attention-based Contextual Language Model Adaptation for Speech
  Recognition
Attention-based Contextual Language Model Adaptation for Speech RecognitionFindings (Findings), 2021
Richard Diehl Martinez
Scott Novotney
I. Bulyko
Ariya Rastrow
A. Stolcke
Ankur Gandhe
98
5
0
02 Jun 2021
Prosodic segmentation for parsing spoken dialogueAnnual Meeting of the Association for Computational Linguistics (ACL), 2021
Elizabeth Nielsen
Mark Steedman
Sharon Goldwater
131
1
0
26 May 2021
Contextualized Streaming End-to-End Speech Recognition with Trie-Based
  Deep Biasing and Shallow Fusion
Contextualized Streaming End-to-End Speech Recognition with Trie-Based Deep Biasing and Shallow FusionInterspeech (Interspeech), 2021
Duc Le
Mahaveer Jain
Gil Keren
Suyoun Kim
Yangyang Shi
...
Yuan Shangguan
Christian Fuegen
Ozlem Kalinli
Yatharth Saraf
M. Seltzer
243
125
0
05 Apr 2021
Dynamic Acoustic Unit Augmentation With BPE-Dropout for Low-Resource
  End-to-End Speech Recognition
Dynamic Acoustic Unit Augmentation With BPE-Dropout for Low-Resource End-to-End Speech RecognitionItalian National Conference on Sensors (INS), 2021
A. Laptev
A. Andrusenko
Ivan Podluzhny
Anton Mitrofanov
Ivan Medennikov
Yuri N. Matveev
VLM
139
15
0
12 Mar 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
173
32
0
17 Dec 2020
Deep Shallow Fusion for RNN-T Personalization
Deep Shallow Fusion for RNN-T PersonalizationSpoken Language Technology Workshop (SLT), 2020
Duc Le
Gil Keren
Julian Chan
Jay Mahadeokar
Christian Fuegen
M. Seltzer
203
92
0
16 Nov 2020
Adaptation Algorithms for Neural Network-Based Speech Recognition: An
  Overview
Adaptation Algorithms for Neural Network-Based Speech Recognition: An Overview
P. Bell
Joachim Fainberg
Ondˇrej Klejch
Jinyu Li
Steve Renals
P. Swietojanski
327
82
0
14 Aug 2020
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