Papers citing 'Improved Speech Representations with Multi-Target Autoregressive Predictive Coding'

Title
Multi-objective Non-intrusive Hearing-aid Speech Assessment Model Hsin-Tien Chiang Szu-Wei Fu Hsin-Min Wang Yu Tsao John H. L. Hansen 152 8 0 15 Nov 2023
Reduce, Reuse, Recycle: Is Perturbed Data better than Other Language augmentation for Low Resource Self-Supervised Speech ModelsInterspeech (Interspeech), 2023 Asad Ullah Alessandro Ragano Andrew Hines 352 4 0 22 Sep 2023
On the Robustness of Arabic Speech Dialect IdentificationInterspeech (Interspeech), 2023 Peter Sullivan AbdelRahim Elmadany Muhammad Abdul-Mageed 132 16 0 01 Jun 2023
ViT-TTS: Visual Text-to-Speech with Scalable Diffusion TransformerConference on Empirical Methods in Natural Language Processing (EMNLP), 2023 Huadai Liu Rongjie Huang Xuan Lin Wenqiang Xu Maozong Zheng Hong Chen Jinzheng He Zhou Zhao DiffM 249 30 0 22 May 2023
Investigating Enhancements to Contrastive Predictive Coding for Human Activity RecognitionAnnual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2022 H. Haresamudram Irfan Essa Thomas Ploetz AI4TS 270 20 0 11 Nov 2022
Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech ProcessingNeural Information Processing Systems (NeurIPS), 2022 Yonggan Fu Yang Zhang Kaizhi Qian Zhifan Ye Zhongzhi Yu Cheng-I Jeff Lai Yingyan Lin 316 10 0 02 Nov 2022
SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation LearningSpoken Language Technology Workshop (SLT), 2022 Tzu-hsun Feng Annie Dong Ching-Feng Yeh Shu-Wen Yang Tzu-Quan Lin ... Xuankai Chang Shinji Watanabe Abdel-rahman Mohamed Shang-Wen Li Hung-yi Lee ELM SSL 196 38 0 16 Oct 2022
Self-Supervised Speech Representation Learning: A ReviewIEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022 Abdel-rahman Mohamed Hung-yi Lee Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin ... Shang-Wen Li Karen Livescu Lars Maaløe Tara N. Sainath Shinji Watanabe SSL AI4TS 574 433 0 21 May 2022
Federated Self-Supervised Learning for Acoustic Event ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022 Meng Feng Chieh-Chi Kao Qingming Tang Ming Sun Viktor Rozgic Spyros Matsoukas Chao Wang 142 14 0 22 Mar 2022
A Brief Overview of Unsupervised Neural Speech Representation Learning Lasse Borgholt Jakob Drachmann Havtorn Joakim Edin Lars Maaløe Christian Igel BDL AI4TS SSL 207 13 0 01 Mar 2022
Assessing the State of Self-Supervised Human Activity Recognition using WearablesProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022 H. Haresamudram Irfan Essa Thomas Plötz SSL 288 112 0 22 Feb 2022
Textless Speech Emotion Conversion using Discrete and Decomposed RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021 Felix Kreuk Adam Polyak Jade Copet Eugene Kharitonov Tu Nguyen M. Rivière Wei-Ning Hsu Abdel-rahman Mohamed Emmanuel Dupoux Yossi Adi 317 42 0 14 Nov 2021
WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing Sanyuan Chen Chengyi Wang Zhengyang Chen Yu-Huan Wu Shujie Liu ... Yao Qian Jian Wu Micheal Zeng Xiangzhan Yu Furu Wei SSL 735 2,548 0 26 Oct 2021
Don't speak too fast: The impact of data bias on self-supervised speech models Yen Meng Yi-Hui Chou Andy T. Liu Hung-yi Lee 231 31 0 15 Oct 2021
DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT Heng-Jui Chang Shu-Wen Yang Hung-yi Lee SSL 541 197 0 05 Oct 2021
Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch Jakob Poncelet Hugo Van hamme SSL 119 3 0 29 Sep 2021
W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-TrainingAutomatic Speech Recognition & Understanding (ASRU), 2021 Yu-An Chung Yu Zhang Wei Han Chung-Cheng Chiu James Qin Ruoming Pang Yonghui Wu SSL VLM 199 486 0 07 Aug 2021
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 468 3,870 0 14 Jun 2021
LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from SpeechInterspeech (Interspeech), 2021 Solène Evain H. Nguyen Hang Le Marcely Zanon Boito Salima Mdhaffar ... François Portet Solange Rossato Fabien Ringeval D. Schwab Laurent Besacier SSL 213 70 0 23 Apr 2021
Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning Jama Hussein Mohamud Lloyd Thompson A. Ndoye Laurent Besacier 150 7 0 16 Mar 2021
General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework Yucheng Zhao Dacheng Yin Chong Luo Zhiyuan Zhao Chuanxin Tang Wenjun Zeng Zhengjun Zha SSL 116 6 0 03 Feb 2021
Generative Spoken Language Modeling from Raw AudioTransactions of the Association for Computational Linguistics (TACL), 2021 Kushal Lakhotia Evgeny Kharitonov Wei-Ning Hsu Yossi Adi Adam Polyak ... Tu Nguyen Jade Copet Alexei Baevski A. Mohamed Emmanuel Dupoux AuLLM 407 421 0 01 Feb 2021
End2End Acoustic to Semantic TransductionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021 Valentin Pelloin Nathalie Camelin Antoine Laurent R. Mori Antoine Caubrière Yannick Esteve S. Meignier 102 15 0 01 Feb 2021
A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddingsSpoken Language Technology Workshop (SLT), 2020 Lisa van Staden Herman Kamper SSL 133 17 0 14 Dec 2020
DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization Shaoshi Ling Yuzong Liu 140 112 0 11 Dec 2020
Contrastive Predictive Coding for Human Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020 H. Haresamudram Irfan Essa Thomas Ploetz 246 138 0 09 Dec 2020
End-to-end spoken language understanding using transformer networks and self-supervised pre-trained featuresIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 E. Morais H. Kuo Samuel Thomas Zoltán Tüske Brian Kingsbury 109 12 0 16 Nov 2020
Towards Semi-Supervised Semantics Understanding from Speech Cheng-I Jeff Lai Jin Cao S. Bodapati Shang-Wen Li SSL 165 7 0 11 Nov 2020
Non-Autoregressive Predictive Coding for Learning Speech Representations from Local DependenciesInterspeech (Interspeech), 2020 Alexander H. Liu Yu-An Chung James R. Glass SSL 191 93 0 01 Nov 2020
Speech SIMCLR: Combining Contrastive and Reconstruction Objective for Self-supervised Speech Representation LearningInterspeech (Interspeech), 2020 Dongwei Jiang Wubo Li Miao Cao Wei Zou Xiangang Li SSL 254 71 0 27 Oct 2020
Multilingual Speech Translation with Efficient Finetuning of Pretrained Models Xian Li Changhan Wang Yun Tang C. Tran Yuqing Tang J. Pino Alexei Baevski Alexis Conneau Michael Auli 165 6 0 24 Oct 2020
Any-to-One Sequence-to-Sequence Voice Conversion using Self-Supervised Discrete Speech RepresentationsIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020 Wen-Chin Huang Yi-Chiao Wu Tomoki Hayashi Tomoki Toda BDL 223 45 0 23 Oct 2020
Similarity Analysis of Self-Supervised Speech Representations Yu-An Chung Yonatan Belinkov James R. Glass SSL 330 44 0 22 Oct 2020
Pretraining Techniques for Sequence-to-Sequence Voice ConversionIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2020 Wen-Chin Huang Tomoki Hayashi Yi-Chiao Wu Hirokazu Kameoka Tomoki Toda 309 45 0 07 Aug 2020
A Further Study of Unsupervised Pre-training for Transformer Based Speech Recognition Dongwei Jiang Wubo Li Ruixiong Zhang Miao Cao Ne Luo Yang Han Wei Zou Xiangang Li SSL 177 31 0 20 May 2020
Vector-Quantized Autoregressive Predictive Coding Yu-An Chung Hao Tang James R. Glass SSL 150 121 0 17 May 2020
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer EncodersIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019 Andy T. Liu Shu-Wen Yang Po-Han Chi Po-Chun Hsu Hung-yi Lee SSL 384 388 0 25 Oct 2019

Multi-objective Non-intrusive Hearing-aid Speech Assessment Model

Yu Tsao

152

8

0

15 Nov 2023

Reduce, Reuse, Recycle: Is Perturbed Data better than Other Language augmentation for Low Resource Self-Supervised Speech ModelsInterspeech (Interspeech), 2023

Asad Ullah

Alessandro Ragano

Andrew Hines

352

4

0

22 Sep 2023

On the Robustness of Arabic Speech Dialect IdentificationInterspeech (Interspeech), 2023

Peter Sullivan

AbdelRahim Elmadany

Muhammad Abdul-Mageed

132

16

0

01 Jun 2023

ViT-TTS: Visual Text-to-Speech with Scalable Diffusion TransformerConference on Empirical Methods in Natural Language Processing (EMNLP), 2023

Rongjie Huang

Zhou Zhao

249

30

0

22 May 2023

Investigating Enhancements to Contrastive Predictive Coding for Human Activity RecognitionAnnual IEEE International Conference on Pervasive Computing and Communications (PerCom), 2022

270

20

0

11 Nov 2022

Losses Can Be Blessings: Routing Self-Supervised Speech Representations Towards Efficient Multilingual and Multitask Speech ProcessingNeural Information Processing Systems (NeurIPS), 2022

Kaizhi Qian

316

10

0

02 Nov 2022

SUPERB @ SLT 2022: Challenge on Generalization and Efficiency of Self-Supervised Speech Representation LearningSpoken Language Technology Workshop (SLT), 2022

Tzu-Quan Lin

...

196

38

0

16 Oct 2022

Self-Supervised Speech Representation Learning: A ReviewIEEE Journal on Selected Topics in Signal Processing (IEEE JSTSP), 2022

Abdel-rahman Mohamed

Hung-yi Lee

Lasse Borgholt

Jakob Drachmann Havtorn

...

574

433

0

21 May 2022

Federated Self-Supervised Learning for Acoustic Event ClassificationIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2022

Ming Sun

142

14

0

22 Mar 2022

A Brief Overview of Unsupervised Neural Speech Representation Learning

Lasse Borgholt

Jakob Drachmann Havtorn

207

13

0

01 Mar 2022

Assessing the State of Self-Supervised Human Activity Recognition using WearablesProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2022

288

112

0

22 Feb 2022

Textless Speech Emotion Conversion using Discrete and Decomposed RepresentationsConference on Empirical Methods in Natural Language Processing (EMNLP), 2021

Yossi Adi

317

42

0

14 Nov 2021

WavLM: Large-Scale Self-Supervised Pre-Training for Full Stack Speech Processing

...

Jian Wu

735

2,548

0

26 Oct 2021

Don't speak too fast: The impact of data bias on self-supervised speech models

231

31

0

15 Oct 2021

DistilHuBERT: Speech Representation Learning by Layer-wise Distillation of Hidden-unit BERT

541

197

0

05 Oct 2021

Comparison of Self-Supervised Speech Pre-Training Methods on Flemish Dutch

Jakob Poncelet

Hugo Van hamme

SSL

119

3

0

29 Sep 2021

W2v-BERT: Combining Contrastive Learning and Masked Language Modeling for Self-Supervised Speech Pre-TrainingAutomatic Speech Recognition & Understanding (ASRU), 2021

199

486

0

07 Aug 2021

HuBERT: Self-Supervised Speech Representation Learning by Masked Prediction of Hidden UnitsIEEE/ACM Transactions on Audio Speech and Language Processing (TASLP), 2021

468

3,870

0

14 Jun 2021

LeBenchmark: A Reproducible Framework for Assessing Self-Supervised Representation Learning from SpeechInterspeech (Interspeech), 2021

...

213

70

0

23 Apr 2021

Fast Development of ASR in African Languages using Self Supervised Speech Representation Learning

150

7

0

16 Mar 2021

General-Purpose Speech Representation Learning through a Self-Supervised Multi-Granularity Framework

116

6

0

03 Feb 2021

Generative Spoken Language Modeling from Raw AudioTransactions of the Association for Computational Linguistics (TACL), 2021

Yossi Adi

...

407

421

0

01 Feb 2021

End2End Acoustic to Semantic TransductionIEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2021

102

15

0

01 Feb 2021

A comparison of self-supervised speech representations as input features for unsupervised acoustic word embeddingsSpoken Language Technology Workshop (SLT), 2020

Lisa van Staden

Herman Kamper

SSL

133

17

0

14 Dec 2020

DeCoAR 2.0: Deep Contextualized Acoustic Representations with Vector Quantization

Shaoshi Ling

Yuzong Liu

140

112

0

11 Dec 2020

Contrastive Predictive Coding for Human Activity RecognitionProceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies (IMWUT), 2020

H. Haresamudram

Irfan Essa

Thomas Ploetz

246

138

0

09 Dec 2020