Transformer with Bidirectional Decoder for Speech Recognition

no code implementations • 11 Aug 2020 • Xi Chen, Songyang Zhang, Dandan song, Peng Ouyang, Shouyi Yin

To demonstrate our proposed speech transformer with a bidirectional decoder(STBD), we conduct extensive experiments on the AISHELL-1 dataset.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

THUEE system description for NIST 2019 SRE CTS Challenge

no code implementations • 25 Dec 2019 • Yi Liu, Tianyu Liang, Can Xu, Xianwei Zhang, Xianhong Chen, Wei-Qiang Zhang, Liang He, Dandan song, Ruyun Li, Yangcheng Wu, Peng Ouyang, Shouyi Yin

This paper describes the systems submitted by the department of electronic engineering, institute of microelectronics of Tsinghua university and TsingMicro Co. Ltd. (THUEE) to the NIST 2019 speaker recognition evaluation CTS challenge.

Speaker Recognition

Small-footprint Keyword Spotting with Graph Convolutional Network

no code implementations • 11 Dec 2019 • Xi Chen, Shouyi Yin, Dandan song, Peng Ouyang, Leibo Liu, Shaojun Wei

Despite the recent successes of deep neural networks, it remains challenging to achieve high precision keyword spotting task (KWS) on resource-constrained devices.

Small-Footprint Keyword Spotting