Chung-Yi Li

What Does a Network Layer Hear? Analyzing Hidden Representations of End-to-End ASR Through Speech Synthesis

End-to-end speech recognition systems have achieved competitive results compared to traditional systems. However, the complex transformations involved between layers given highly variable acoustic signals are hard to analyze. In this paper, we present our ASR probing model, which synthesizes speech…