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Semi-Supervised Speech Recognition via Local Prior Matching

Semi-Supervised Speech Recognition via Local Prior Matching

24 February 2020
Wei-Ning Hsu
Ann Lee
Gabriel Synnaeve
Awni Y. Hannun
    SSL
ArXiv (abs)PDFHTML

Papers citing "Semi-Supervised Speech Recognition via Local Prior Matching"

24 / 24 papers shown
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
Google USM: Scaling Automatic Speech Recognition Beyond 100 Languages
Yu Zhang
Wei Han
James Qin
Yongqiang Wang
Ankur Bapna
...
Pedro J. Moreno
Chung-Cheng Chiu
J. Schalkwyk
Franccoise Beaufays
Yonghui Wu
VLM
531
366
0
02 Mar 2023
Improved Speech Pre-Training with Supervision-Enhanced Acoustic Unit
Improved Speech Pre-Training with Supervision-Enhanced Acoustic Unit
Pengcheng Li
Genshun Wan
Fenglin Ding
Hang Chen
Jianqing Gao
Jia Pan
Cong Liu
SSL
247
1
0
07 Dec 2022
Improved Self-Supervised Multilingual Speech Representation Learning
  Combined with Auxiliary Language Information
Improved Self-Supervised Multilingual Speech Representation Learning Combined with Auxiliary Language Information
Fenglin Ding
Genshun Wan
Pengcheng Li
Jia Pan
Cong Liu
SSL
319
1
0
07 Dec 2022
Continuous Soft Pseudo-Labeling in ASR
Continuous Soft Pseudo-Labeling in ASR
Tatiana Likhomanenko
R. Collobert
Navdeep Jaitly
Samy Bengio
VLM
363
6
0
11 Nov 2022
InterMPL: Momentum Pseudo-Labeling with Intermediate CTC Loss
InterMPL: Momentum Pseudo-Labeling with Intermediate CTC LossIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Yosuke Higuchi
Tetsuji Ogawa
Tetsunori Kobayashi
Shinji Watanabe
306
1
0
02 Nov 2022
Filter and evolve: progressive pseudo label refining for semi-supervised
  automatic speech recognition
Filter and evolve: progressive pseudo label refining for semi-supervised automatic speech recognition
Zezhong Jin
Dading Zhong
Xiao Song
Zhaoyi Liu
Naipeng Ye
Qingcheng Zeng
178
3
0
28 Oct 2022
A Unified Speaker Adaptation Approach for ASR
A Unified Speaker Adaptation Approach for ASR
Yingzhu Zhao
Chongjia Ni
C. Leung
Shafiq Joty
Chng Eng Siong
B. Ma
CLL
238
10
0
16 Oct 2021
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning
  for Automatic Speech Recognition
BigSSL: Exploring the Frontier of Large-Scale Semi-Supervised Learning for Automatic Speech RecognitionIEEE Journal on Selected Topics in Signal Processing (JSTSP), 2021
Yu Zhang
Daniel S. Park
Wei Han
James Qin
Anmol Gulati
...
Zhifeng Chen
Quoc V. Le
Chung-Cheng Chiu
Ruoming Pang
Yonghui Wu
SSL
265
201
0
27 Sep 2021
Improving Distinction between ASR Errors and Speech Disfluencies with
  Feature Space Interpolation
Improving Distinction between ASR Errors and Speech Disfluencies with Feature Space Interpolation
Seongmin Park
D. Shin
Sangyoun Paik
Subong Choi
Alena Kazakova
Jihwa Lee
140
2
0
04 Aug 2021
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition
Momentum Pseudo-Labeling for Semi-Supervised Speech Recognition
Yosuke Higuchi
Niko Moritz
Jonathan Le Roux
Takaaki Hori
VLM
296
60
0
16 Jun 2021
Kaizen: Continuously improving teacher using Exponential Moving Average
  for semi-supervised speech recognition
Kaizen: Continuously improving teacher using Exponential Moving Average for semi-supervised speech recognitionAutomatic Speech Recognition & Understanding (ASRU), 2021
Vimal Manohar
Tatiana Likhomanenko
Qiantong Xu
Wei-Ning Hsu
R. Collobert
Yatharth Saraf
Geoffrey Zweig
Abdel-rahman Mohamed
302
29
0
14 Jun 2021
HuBERT: Self-Supervised Speech Representation Learning by Masked
  Prediction of Hidden Units
HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021
Wei-Ning Hsu
Benjamin Bolte
Yifan Hao
Kushal Lakhotia
Ruslan Salakhutdinov
Abdel-rahman Mohamed
SSL
740
4,354
0
14 Jun 2021
Unsupervised Speech Recognition
Unsupervised Speech RecognitionNeural Information Processing Systems (NeurIPS), 2021
Alexei Baevski
Wei-Ning Hsu
Alexis Conneau
Michael Auli
SSL
478
295
0
24 May 2021
EAT: Enhanced ASR-TTS for Self-supervised Speech Recognition
EAT: Enhanced ASR-TTS for Self-supervised Speech RecognitionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
M. Baskar
L. Burget
Shinji Watanabe
Ramón Fernández Astudillo
J. Černocký
323
27
0
13 Apr 2021
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty
  Driven Self-Training
Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-TrainingIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Sameer Khurana
Niko Moritz
Takaaki Hori
Jonathan Le Roux
376
71
0
26 Nov 2020
Towards Semi-Supervised Semantics Understanding from Speech
Towards Semi-Supervised Semantics Understanding from Speech
Cheng-I Jeff Lai
Jin Cao
S. Bodapati
Shang-Wen Li
SSL
236
7
0
11 Nov 2020
Joint Masked CPC and CTC Training for ASR
Joint Masked CPC and CTC Training for ASRIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Chaitanya Talnikar
Tatiana Likhomanenko
R. Collobert
Gabriel Synnaeve
SSL
337
28
0
30 Oct 2020
Semi-Supervised Speech Recognition via Graph-based Temporal
  Classification
Semi-Supervised Speech Recognition via Graph-based Temporal ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Niko Moritz
Takaaki Hori
Jonathan Le Roux
335
30
0
29 Oct 2020
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling
SlimIPL: Language-Model-Free Iterative Pseudo-Labeling
Tatiana Likhomanenko
Qiantong Xu
Jacob Kahn
Gabriel Synnaeve
R. Collobert
VLM
615
71
0
22 Oct 2020
Self-training and Pre-training are Complementary for Speech Recognition
Self-training and Pre-training are Complementary for Speech Recognition
Qiantong Xu
Alexei Baevski
Tatiana Likhomanenko
Paden Tomasello
Alexis Conneau
R. Collobert
Gabriel Synnaeve
Michael Auli
SSLVLM
343
178
0
22 Oct 2020
Pushing the Limits of Semi-Supervised Learning for Automatic Speech
  Recognition
Pushing the Limits of Semi-Supervised Learning for Automatic Speech Recognition
Yu Zhang
James Qin
Daniel S. Park
Wei Han
Chung-Cheng Chiu
Ruoming Pang
Quoc V. Le
Yonghui Wu
VLMSSL
702
328
0
20 Oct 2020
Improved Noisy Student Training for Automatic Speech Recognition
Improved Noisy Student Training for Automatic Speech Recognition
Daniel S. Park
Yu Zhang
Ye Jia
Wei Han
Chung-Cheng Chiu
Yue Liu
Yonghui Wu
Quoc V. Le
536
262
0
19 May 2020
Iterative Pseudo-Labeling for Speech Recognition
Iterative Pseudo-Labeling for Speech Recognition
Qiantong Xu
Tatiana Likhomanenko
Jacob Kahn
Awni Y. Hannun
Gabriel Synnaeve
R. Collobert
VLM
349
150
0
19 May 2020
Large scale weakly and semi-supervised learning for low-resource video
  ASR
Large scale weakly and semi-supervised learning for low-resource video ASR
Kritika Singh
Vimal Manohar
Alex Xiao
Sergey Edunov
Ross B. Girshick
Vitaliy Liptchinsky
Christian Fuegen
Yatharth Saraf
Geoffrey Zweig
Abdel-rahman Mohamed
241
10
0
16 May 2020
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