Generative Pre-Training for Speech with Autoregressive Predictive Coding

23 October 2019

Papers citing "Generative Pre-Training for Speech with Autoregressive Predictive Coding"

15 / 115 papers shown

Title
Representation Learning for Sequence Data with Deep Autoencoding Predictive Components Junwen Bai Weiran Wang Yingbo Zhou Caiming Xiong SSL AI4TS 27 12 0 07 Oct 2020
SPLAT: Speech-Language Joint Pre-Training for Spoken Language Understanding Yu-An Chung Chenguang Zhu Michael Zeng VLM 8 8 0 05 Oct 2020
Exploring the Use of an Unsupervised Autoregressive Model as a Shared Encoder for Text-Dependent Speaker Verification Vijay Ravi Ruchao Fan Amber Afshan Huanhua Lu Abeer Alwan 11 9 0 08 Aug 2020
Pretraining Techniques for Sequence-to-Sequence Voice Conversion Wen-Chin Huang Tomoki Hayashi Yi-Chiao Wu Hirokazu Kameoka T. Toda 27 38 0 07 Aug 2020
Unsupervised Subword Modeling Using Autoregressive Pretraining and Cross-Lingual Phone-Aware Modeling Siyuan Feng O. Scharenborg SSL 15 4 0 25 Jul 2020
TERA: Self-Supervised Learning of Transformer Encoder Representation for Speech Andy T. Liu Shang-Wen Li Hung-yi Lee SSL 62 356 0 12 Jul 2020
Analysis of Predictive Coding Models for Phonemic Representation Learning in Small Datasets María Andrea Cruz Blandón Okko Rasanen SSL 11 10 0 08 Jul 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
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 25 29 0 20 May 2020
Vector-Quantized Autoregressive Predictive Coding Yu-An Chung Hao Tang James R. Glass SSL 14 114 0 17 May 2020
Improved Speech Representations with Multi-Target Autoregressive Predictive Coding Yu-An Chung James R. Glass SSL 15 56 0 11 Apr 2020
Towards Learning a Universal Non-Semantic Representation of Speech Joel Shor A. Jansen Ronnie Maor Oran Lang Omry Tuval Félix de Chaumont Quitry Marco Tagliasacchi Ira Shavitt Dotan Emanuel Yinnon A. Haviv SSL 44 155 0 25 Feb 2020
Phonetic-and-Semantic Embedding of Spoken Words with Applications in Spoken Content Retrieval Yi-Chen Chen Sung-Feng Huang Chia-Hao Shen Hung-yi Lee Lin-Shan Lee 46 37 0 21 Jul 2018
Transfer Learning from Speaker Verification to Multispeaker Text-To-Speech Synthesis Ye Jia Yu Zhang Ron J. Weiss Quan Wang Jonathan Shen ... Z. Chen Patrick Nguyen Ruoming Pang Ignacio López Moreno Yonghui Wu 207 820 0 12 Jun 2018
End-to-End Automatic Speech Translation of Audiobooks Alexandre Berard Laurent Besacier A. Kocabiyikoglu Olivier Pietquin 75 190 0 12 Feb 2018