Multi-task self-supervised learning for Robust Speech Recognition

Multi-task self-supervised learning for Robust Speech Recognition

25 January 2020

Mirco Ravanelli

Santiago Pascual

P. Swietojanski

Papers citing "Multi-task self-supervised learning for Robust Speech Recognition"

14 / 64 papers shown

Title
Wav2vec-C: A Self-supervised Model for Speech Representation Learning Samik Sadhu Di He Che-Wei Huang Sri Harish Reddy Mallidi Minhua Wu Ariya Rastrow A. Stolcke J. Droppo Roland Maas SSL 17 48 0 09 Mar 2021
Contrastive Learning Inverts the Data Generating Process Roland S. Zimmermann Yash Sharma Steffen Schneider Matthias Bethge Wieland Brendel SSL 238 207 0 17 Feb 2021
Multi-Task Self-Supervised Pre-Training for Music Classification Ho-Hsiang Wu Chieh-Chi Kao Qingming Tang Ming Sun Brian McFee J. P. Bello Chao Wang SSL 26 37 0 05 Feb 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 11 6 0 03 Feb 2021
Exploring wav2vec 2.0 on speaker verification and language identification Zhiyun Fan Meng Li Shiyu Zhou Bo Xu 103 202 0 11 Dec 2020
Task Programming: Learning Data Efficient Behavior Representations Jennifer J. Sun Ann Kennedy Eric Zhan David J. Anderson Yisong Yue Pietro Perona 26 48 0 27 Nov 2020
Probing Acoustic Representations for Phonetic Properties Danni Ma Neville Ryant M. Liberman 15 45 0 25 Oct 2020
Self-supervised Human Activity Recognition by Learning to Predict Cross-Dimensional Motion Setareh Rahimi Taghanaki M. Rainbow Ali Etemad SSL HAI 13 15 0 21 Oct 2020
For self-supervised learning, Rationality implies generalization, provably Yamini Bansal Gal Kaplun Boaz Barak OOD SSL 58 22 0 16 Oct 2020
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Junwen Bai Weiran Wang Yingbo Zhou Caiming Xiong SSL AI4TS 18 12 0 07 Oct 2020
A Primer on Motion Capture with Deep Learning: Principles, Pitfalls and Perspectives Alexander Mathis Steffen Schneider Jessy Lauer Mackenzie W. Mathis 22 165 0 01 Sep 2020
Data Augmenting Contrastive Learning of Speech Representations in the Time Domain Eugene Kharitonov M. Rivière Gabriel Synnaeve Lior Wolf Pierre-Emmanuel Mazaré Matthijs Douze Emmanuel Dupoux 23 117 0 02 Jul 2020
Self-supervised ECG Representation Learning for Emotion Recognition Pritam Sarkar Ali Etemad SSL 22 259 0 04 Feb 2020
Self-supervised pre-training with acoustic configurations for replay spoofing detection Hye-jin Shim Hee-Soo Heo Jee-weon Jung Ha-Jin Yu 17 6 0 22 Oct 2019