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Unsupervised Domain Adaptation for Speech Recognition via Uncertainty
  Driven Self-Training
v1v2 (latest)

Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
26 November 2020
Sameer Khurana
Niko Moritz
Takaaki Hori
Jonathan Le Roux
ArXiv (abs)PDFHTML

Papers citing "Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training"

39 / 39 papers shown
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
Word-Level Emotional Expression Control in Zero-Shot Text-to-Speech Synthesis
Tianrui Wang
Haoyu Wang
Meng Ge
Cheng Gong
Chunyu Qiang
...
Xiaobao Wang
Eng Siong Chng
Xie Chen
Longbiao Wang
Jianwu Dang
232
2
0
29 Sep 2025
Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes
Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes
Rogier van Dalen
Shucong Zhang
Titouan Parcollet
S. Bhattacharya
268
0
0
12 Jun 2025
Customizing Speech Recognition Model with Large Language Model Feedback
Customizing Speech Recognition Model with Large Language Model Feedback
Shaoshi Ling
Guoli Ye
232
0
0
05 Jun 2025
Transliterated Zero-Shot Domain Adaptation for Automatic Speech
  Recognition
Transliterated Zero-Shot Domain Adaptation for Automatic Speech Recognition
Han Zhu
Gaofeng Cheng
Qingwei Zhao
Pengyuan Zhang
VLM
336
0
0
15 Dec 2024
Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio Sensors
Self-Learning for Personalized Keyword Spotting on Ultra-Low-Power Audio SensorsIEEE Internet of Things Journal (IEEE IoT J.), 2024
Manuele Rusci
Francesco Paci
Marco Fariselli
Eric Flamand
Tinne Tuytelaars
304
6
0
22 Aug 2024
Self-Train Before You Transcribe
Self-Train Before You Transcribe
Robert Flynn
Anton Ragni
316
0
0
17 Jun 2024
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech
  Foundation Models
Self-Taught Recognizer: Toward Unsupervised Adaptation for Speech Foundation ModelsNeural Information Processing Systems (NeurIPS), 2024
Yuchen Hu
Chen Chen
Chao-Han Huck Yang
Chengwei Qin
Pin-Yu Chen
Chng Eng Siong
Chao Zhang
VLM
230
9
0
23 May 2024
Consistency Based Unsupervised Self-training For ASR Personalisation
Consistency Based Unsupervised Self-training For ASR PersonalisationAutomatic Speech Recognition & Understanding (ASRU), 2023
Jisi Zhang
Vandana Rajan
Haaris Mehmood
David Tuckey
Pablo Peso Parada
Md. Asif Jalal
Karthikeyan P. Saravanan
Gil Ho Lee
Jungin Lee
Seokyeong Jung
181
1
0
22 Jan 2024
Test-Time Training for Speech
Test-Time Training for Speech
Sri Harsha Dumpala
Chandramouli Shama Sastry
Sageev Oore
377
4
0
19 Sep 2023
End-to-End Open Vocabulary Keyword Search With Multilingual Neural
  Representations
End-to-End Open Vocabulary Keyword Search With Multilingual Neural RepresentationsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Bolaji Yusuf
J. Černocký
Murat Saraclar
213
3
0
15 Aug 2023
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech
  Recognition
Alternative Pseudo-Labeling for Semi-Supervised Automatic Speech RecognitionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Hanjing Zhu
Dongji Gao
Gaofeng Cheng
Daniel Povey
Pengyuan Zhang
Yonghong Yan
NoLa
303
11
0
12 Aug 2023
A Novel Self-training Approach for Low-resource Speech Recognition
A Novel Self-training Approach for Low-resource Speech RecognitionInterspeech (Interspeech), 2023
Satwinder Singh
Feng Hou
Ruili Wang
246
13
0
10 Aug 2023
Entailment as Robust Self-Learner
Entailment as Robust Self-LearnerAnnual Meeting of the Association for Computational Linguistics (ACL), 2023
Jiaxin Ge
Hongyin Luo
Yoon Kim
James R. Glass
260
3
0
26 May 2023
OOD-Speech: A Large Bengali Speech Recognition Dataset for
  Out-of-Distribution Benchmarking
OOD-Speech: A Large Bengali Speech Recognition Dataset for Out-of-Distribution BenchmarkingInterspeech (Interspeech), 2023
Fazle Rakib
Souhardya Saha Dip
Samiul Alam
Nazia Tasnim
Md. Istiak Hossain Shihab
...
Farig Sadeque
Sayma Sultana Chowdhury
Tahsin Reasat
Asif Sushmit
Ahmed Imtiaz Humayun
211
13
0
15 May 2023
Integrating Uncertainty into Neural Network-based Speech Enhancement
Integrating Uncertainty into Neural Network-based Speech EnhancementIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2023
Hu Fang
Dennis Becker
S. Wermter
Timo Gerkmann
UQCV
225
5
0
15 May 2023
In Search for a Generalizable Method for Source Free Domain Adaptation
In Search for a Generalizable Method for Source Free Domain AdaptationInternational Conference on Machine Learning (ICML), 2023
Malik Boudiaf
Tom Denton
B. V. Merrienboer
Vincent Dumoulin
Eleni Triantafillou
TTA
312
24
0
13 Feb 2023
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition
  Systems A case study for Modern Greek
Sample-Efficient Unsupervised Domain Adaptation of Speech Recognition Systems A case study for Modern GreekIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Georgios Paraskevopoulos
Theodoros Kouzelis
Georgios Rouvalis
Athanasios Katsamanis
Vassilis Katsouros
Alexandros Potamianos
VLM
348
14
0
31 Dec 2022
Joint Speech Transcription and Translation: Pseudo-Labeling with
  Out-of-Distribution Data
Joint Speech Transcription and Translation: Pseudo-Labeling with Out-of-Distribution DataAnnual Meeting of the Association for Computational Linguistics (ACL), 2022
Mozhdeh Gheini
Tatiana Likhomanenko
Matthias Sperber
Hendra Setiawan
278
7
0
20 Dec 2022
Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian
  Mixture Models
Uncertainty Estimation in Deep Speech Enhancement Using Complex Gaussian Mixture ModelsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Hu Fang
Timo Gerkmann
UQCV
257
4
0
09 Dec 2022
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and
  Model Calibration
On Unsupervised Uncertainty-Driven Speech Pseudo-Label Filtering and Model CalibrationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Nauman Dawalatabad
Sameer Khurana
Antoine Laurent
James R. Glass
225
3
0
14 Nov 2022
Training Autoregressive Speech Recognition Models with Limited in-domain
  Supervision
Training Autoregressive Speech Recognition Models with Limited in-domain Supervision
Chak-Fai Li
Francis Keith
William Hartmann
M. Snover
188
0
0
27 Oct 2022
Investigating self-supervised, weakly supervised and fully supervised
  training approaches for multi-domain automatic speech recognition: a study on
  Bangladeshi Bangla
Investigating self-supervised, weakly supervised and fully supervised training approaches for multi-domain automatic speech recognition: a study on Bangladeshi Bangla
Ahnaf Mozib Samin
M. Kobir
Md. Mushtaq Shahriyar Rafee
M. F. Ahmed
Mehedi Hasan
Partha Ghosh
Shafkat Kibria
M. S. Rahman
SSL
339
0
0
24 Oct 2022
Learning Invariant Representation and Risk Minimized for Unsupervised
  Accent Domain Adaptation
Learning Invariant Representation and Risk Minimized for Unsupervised Accent Domain AdaptationSpoken Language Technology Workshop (SLT), 2022
Chendong Zhao
Jianzong Wang
Xiaoyang Qu
Haoqian Wang
Jing Xiao
SSL
263
1
0
15 Oct 2022
Unsupervised domain adaptation for speech recognition with unsupervised
  error correction
Unsupervised domain adaptation for speech recognition with unsupervised error correctionInterspeech (Interspeech), 2022
Long Mai
Julie Carson-Berndsen
331
11
0
24 Sep 2022
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and
  Perspectives
Deep Unsupervised Domain Adaptation: A Review of Recent Advances and PerspectivesAPSIPA Transactions on Signal and Information Processing (TASIP), 2022
Xiaofeng Liu
Chaehwa Yoo
Fangxu Xing
Hyejin Oh
Xiaofeng Liu
Je-Won Kang
Jonghye Woo
OOD
329
302
0
15 Aug 2022
Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and
  Self-training of Neural Transducer
Multiple-hypothesis RNN-T Loss for Unsupervised Fine-tuning and Self-training of Neural TransducerInterspeech (Interspeech), 2022
Cong-Thanh Do
Mohan Li
R. Doddipatla
271
3
0
29 Jul 2022
Direction-Aware Joint Adaptation of Neural Speech Enhancement and
  Recognition in Real Multiparty Conversational Environments
Direction-Aware Joint Adaptation of Neural Speech Enhancement and Recognition in Real Multiparty Conversational EnvironmentsInterspeech (Interspeech), 2022
Yicheng Du
Aditya Arie Nugraha
Kouhei Sekiguchi
Yoshiaki Bando
Mathieu Fontaine
Kazuyoshi Yoshii
148
0
0
15 Jul 2022
Boosting Cross-Domain Speech Recognition with Self-Supervision
Boosting Cross-Domain Speech Recognition with Self-SupervisionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2022
Hanjing Zhu
Gaofeng Cheng
Yongfeng Zhang
Wenxin Hou
Pengyuan Zhang
Yonghong Yan
407
24
0
20 Jun 2022
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based
  on Self-supervised Pre-training
Censer: Curriculum Semi-supervised Learning for Speech Recognition Based on Self-supervised Pre-trainingInterspeech (Interspeech), 2022
Bowen Zhang
Songjun Cao
Xiaoming Zhang
Yike Zhang
Long Ma
T. Shinozaki
SSL
258
6
0
16 Jun 2022
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time
  Person Re-Identification
Knowledge Distillation for Multi-Target Domain Adaptation in Real-Time Person Re-IdentificationInternational Conference on Information Photonics (ICIP), 2022
Félix Remigereau
Djebril Mekhazni
Sajjad Abdoli
Le Thanh Nguyen-Meidine
Rafael M. O. Cruz
Mohammadhadi Shateri
229
14
0
12 May 2022
Listen, Adapt, Better WER: Source-free Single-utterance Test-time
  Adaptation for Automatic Speech Recognition
Listen, Adapt, Better WER: Source-free Single-utterance Test-time Adaptation for Automatic Speech RecognitionInterspeech (Interspeech), 2022
Guan-Ting Lin
Shang-Wen Li
Hung-yi Lee
TTAVLM
243
24
0
27 Mar 2022
Maximizing Conditional Independence for Unsupervised Domain Adaptation
Maximizing Conditional Independence for Unsupervised Domain AdaptationScience China Information Sciences (Sci. China Inf. Sci.), 2022
Yiqiang Zhai
You-Wei Luo
288
6
0
07 Mar 2022
USTED: Improving ASR with a Unified Speech and Text Encoder-Decoder
USTED: Improving ASR with a Unified Speech and Text Encoder-DecoderIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022
Bolaji Yusuf
Ankur Gandhe
Alex Sokolov
263
11
0
12 Feb 2022
Advancing Momentum Pseudo-Labeling with Conformer and Initialization
  Strategy
Advancing Momentum Pseudo-Labeling with Conformer and Initialization StrategyIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021
Yosuke Higuchi
Niko Moritz
Jonathan Le Roux
Takaaki Hori
213
13
0
11 Oct 2021
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0
Magic dust for cross-lingual adaptation of monolingual wav2vec-2.0
Sameer Khurana
Antoine Laurent
James R. Glass
VLM
235
20
0
07 Oct 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
295
60
0
16 Jun 2021
Cross-domain Speech Recognition with Unsupervised Character-level
  Distribution Matching
Cross-domain Speech Recognition with Unsupervised Character-level Distribution MatchingInterspeech (Interspeech), 2021
Wenxin Hou
Yongfeng Zhang
Xu Tan
Tao Qin
T. Shinozaki
250
19
0
15 Apr 2021
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised
  Pre-Training
Robust wav2vec 2.0: Analyzing Domain Shift in Self-Supervised Pre-TrainingInterspeech (Interspeech), 2021
Wei-Ning Hsu
Anuroop Sriram
Alexei Baevski
Tatiana Likhomanenko
Qiantong Xu
...
Jacob Kahn
Ann Lee
R. Collobert
Gabriel Synnaeve
Michael Auli
SSL
492
262
0
02 Apr 2021
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
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