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An Unsupervised Autoregressive Model for Speech Representation Learning
5 April 2019
Yu-An Chung
Wei-Ning Hsu
Hao Tang
James R. Glass
SSL
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Papers citing
"An Unsupervised Autoregressive Model for Speech Representation Learning"
19 / 269 papers shown
Does Visual Self-Supervision Improve Learning of Speech Representations for Emotion Recognition?
IEEE Transactions on Affective Computing (IEEE TAC), 2020
Abhinav Shukla
Stavros Petridis
Maja Pantic
SSL
417
33
0
04 May 2020
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding
Annual Meeting of the Association for Computational Linguistics (ACL), 2020
Yu-An Chung
James R. Glass
SSL
206
57
0
11 Apr 2020
Towards Learning a Universal Non-Semantic Representation of Speech
Interspeech (Interspeech), 2020
Joel Shor
A. Jansen
Ronnie Maor
Oran Lang
Omry Tuval
Félix de Chaumont Quitry
Marco Tagliasacchi
Ira Shavitt
Dotan Emanuel
Yinnon A. Haviv
SSL
556
166
0
25 Feb 2020
Unsupervised Pre-training of Bidirectional Speech Encoders via Masked Reconstruction
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Weiran Wang
Qingming Tang
Karen Livescu
SSL
229
99
0
28 Jan 2020
Visually Guided Self Supervised Learning of Speech Representations
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2020
Abhinav Shukla
Konstantinos Vougioukas
Pingchuan Ma
Stavros Petridis
Maja Pantic
SSL
166
30
0
13 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends
S. Latif
R. Rana
Sara Khalifa
Raja Jurdak
Junaid Qadir
Björn W. Schuller
AI4TS
346
88
0
02 Jan 2020
Deep Contextualized Acoustic Representations For Semi-Supervised Speech Recognition
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Shaoshi Ling
Yuzong Liu
Julian Salazar
Katrin Kirchhoff
SSL
221
145
0
03 Dec 2019
Learning Hierarchical Discrete Linguistic Units from Visually-Grounded Speech
International Conference on Learning Representations (ICLR), 2019
David Harwath
Wei-Ning Hsu
James R. Glass
170
88
0
21 Nov 2019
Effectiveness of self-supervised pre-training for speech recognition
Alexei Baevski
Michael Auli
Abdel-rahman Mohamed
SSL
349
156
0
10 Nov 2019
Speaker-invariant Affective Representation Learning via Adversarial Training
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Haoqi Li
Ming Tu
Jing-ling Huang
Shrikanth Narayanan
P. Georgiou
345
60
0
04 Nov 2019
Towards Unsupervised Speech Recognition and Synthesis with Quantized Speech Representation Learning
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Alexander H. Liu
Tao Tu
Hung-yi Lee
Lin-Shan Lee
SSL
227
52
0
28 Oct 2019
Mockingjay: Unsupervised Speech Representation Learning with Deep Bidirectional Transformer Encoders
IEEE 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
466
391
0
25 Oct 2019
Generative Pre-Training for Speech with Autoregressive Predictive Coding
IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2019
Yu-An Chung
James R. Glass
SSL
330
182
0
23 Oct 2019
Speech-XLNet: Unsupervised Acoustic Model Pretraining For Self-Attention Networks
Interspeech (Interspeech), 2019
Xingcheng Song
Guangsen Wang
Zhiyong Wu
Yiheng Huang
Jane Polak Scowcroft
Dong Yu
Helen Meng
SSL
202
54
0
23 Oct 2019
Improving Transformer-based Speech Recognition Using Unsupervised Pre-training
Dongwei Jiang
Xiaoning Lei
Wubo Li
Ne Luo
Yuxuan Hu
Wei Zou
Xiangang Li
263
105
0
22 Oct 2019
vq-wav2vec: Self-Supervised Learning of Discrete Speech Representations
International Conference on Learning Representations (ICLR), 2019
Alexei Baevski
Steffen Schneider
Michael Auli
SSL
560
716
0
12 Oct 2019
Transfer Learning from Audio-Visual Grounding to Speech Recognition
Interspeech (Interspeech), 2019
Wei-Ning Hsu
David Harwath
James R. Glass
SSL
118
33
0
09 Jul 2019
BERTphone: Phonetically-Aware Encoder Representations for Utterance-Level Speaker and Language Recognition
The Speaker and Language Recognition Workshop (Odyssey), 2019
Shaoshi Ling
Julian Salazar
Yuzong Liu
Katrin Kirchhoff
SSL
200
28
0
30 Jun 2019
Towards Transfer Learning for End-to-End Speech Synthesis from Deep Pre-Trained Language Models
Wei Fang
Yu-An Chung
James R. Glass
146
27
0
17 Jun 2019
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