Jianping Zhao

SEQ-CPC : Sequential Contrastive Predictive Coding for Automatic Speech Recognition

Inspired by the contrastive predictive coding (CPC), we propose a feature representation scheme for automatic speech recognition (ASR), which encodes sequential dependency information from raw audio signals. Following the original CPC, for a given frame, mutual information (MI) lower bound is maximi…