Wai-Kim Leung

CNN-RNN-CTC Based End-to-end Mispronunciation Detection and Diagnosis

This paper focuses on using Convolutional Neural Network (CNN), Recurrent Neural Network (RNN) and Connection-ist Temporal Classification (CTC) to build an end-to-end speech recognition for Mispronunciation Detection and Diagnosis (MDD) task. Our approach is end-to-end models, while phonemic or grap…