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2205.10643
Cited By
Self-Supervised Speech Representation Learning: A Review
21 May 2022
Abdel-rahman Mohamed
Hung-yi Lee
Lasse Borgholt
Jakob Drachmann Havtorn
Joakim Edin
Christian Igel
Katrin Kirchhoff
Shang-Wen Li
Karen Livescu
Lars Maaløe
Tara N. Sainath
Shinji Watanabe
SSL
AI4TS
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Papers citing
"Self-Supervised Speech Representation Learning: A Review"
15 / 15 papers shown
Title
A Noise-Robust Self-supervised Pre-training Model Based Speech Representation Learning for Automatic Speech Recognition
Qiu-shi Zhu
Jie M. Zhang
Zi-qiang Zhang
Ming Wu
Xin Fang
Lirong Dai
78
31
0
22 Jan 2022
Characterizing the adversarial vulnerability of speech self-supervised learning
Haibin Wu
Bo Zheng
Xu Li
Xixin Wu
Hung-yi Lee
H. Meng
AAML
SSL
93
6
0
08 Nov 2021
Phrase-BERT: Improved Phrase Embeddings from BERT with an Application to Corpus Exploration
Shufan Wang
Laure Thompson
Mohit Iyyer
157
57
0
13 Sep 2021
Speech Representation Learning Combining Conformer CPC with Deep Cluster for the ZeroSpeech Challenge 2021
Takashi Maekaku
Xuankai Chang
Yuya Fujita
Li-Wei Chen
Shinji Watanabe
Alexander I. Rudnicky
82
13
0
13 Jul 2021
Emerging Properties in Self-Supervised Vision Transformers
Mathilde Caron
Hugo Touvron
Ishan Misra
Hervé Jégou
Julien Mairal
Piotr Bojanowski
Armand Joulin
271
4,299
0
29 Apr 2021
Generative Spoken Language Modeling from Raw Audio
Kushal Lakhotia
Evgeny Kharitonov
Wei-Ning Hsu
Yossi Adi
Adam Polyak
...
Tu Nguyen
Jade Copet
Alexei Baevski
A. Mohamed
Emmanuel Dupoux
AuLLM
152
261
0
01 Feb 2021
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
VLM
SSL
98
290
0
20 Oct 2020
Pre-trained Models for Natural Language Processing: A Survey
Xipeng Qiu
Tianxiang Sun
Yige Xu
Yunfan Shao
Ning Dai
Xuanjing Huang
LM&MA
VLM
217
1,281
0
18 Mar 2020
Improved Baselines with Momentum Contrastive Learning
Xinlei Chen
Haoqi Fan
Ross B. Girshick
Kaiming He
SSL
221
3,029
0
09 Mar 2020
Multi-task self-supervised learning for Robust Speech Recognition
Mirco Ravanelli
Jianyuan Zhong
Santiago Pascual
P. Swietojanski
João Monteiro
J. Trmal
Yoshua Bengio
SSL
161
269
0
25 Jan 2020
Megatron-LM: Training Multi-Billion Parameter Language Models Using Model Parallelism
M. Shoeybi
M. Patwary
Raul Puri
P. LeGresley
Jared Casper
Bryan Catanzaro
MoE
226
1,436
0
17 Sep 2019
The Bottom-up Evolution of Representations in the Transformer: A Study with Machine Translation and Language Modeling Objectives
Elena Voita
Rico Sennrich
Ivan Titov
171
166
0
03 Sep 2019
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding
Alex Jinpeng Wang
Amanpreet Singh
Julian Michael
Felix Hill
Omer Levy
Samuel R. Bowman
ELM
278
6,003
0
20 Apr 2018
Word Translation Without Parallel Data
Alexis Conneau
Guillaume Lample
MarcÁurelio Ranzato
Ludovic Denoyer
Hervé Jégou
155
1,563
0
11 Oct 2017
Listening while Speaking: Speech Chain by Deep Learning
Andros Tjandra
S. Sakti
Satoshi Nakamura
AuLLM
100
161
0
16 Jul 2017
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