Wav-BERT: Cooperative acoustic and linguistic representation learning for low-resource speech recognition

• Main Authors: ZHENG, Guolin, XIAO, Yubei, GONG, Ke, ZHOU, Pan, LIANG, Xiaodan, LIN, Liang
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2021
• Subjects: Graphics and Human Computer Interfaces; Programming Languages and Compilers
• Online Access: https://ink.library.smu.edu.sg/sis_research/9000; https://ink.library.smu.edu.sg/context/sis_research/article/10003/viewcontent/2021_EMNLP_Wav_BERT.pdf
• Institution: Singapore Management University

Unifying acoustic and linguistic representation learning has become increasingly crucial to transfer the knowledge learned on the abundance of high-resource language data for low-resource speech recognition. Existing approaches simply cascade pre-trained acoustic and language models to learn the tra...