A Comparative Study on Transformer vs RNN in Speech Applications

Shigeki Karita, Xiaofei Wang, Shinji Watanabe, Takenori Yoshimura, Wangyou Zhang, Nanxin Chen, Tomoki Hayashi, Takaaki Hori, Hirofumi Inaguma, Ziyan Jiang, Masao Someki, Nelson Enrique Yalta Soplin, Ryuichi Yamamoto. A Comparative Study on Transformer vs RNN in Speech Applications. In IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019, Singapore, December 14-18, 2019. pages 449-456, IEEE, 2019. [doi]

Abstract

Abstract is missing.