Incremental Learning for End-to-End Automatic Speech Recognition

no code implementations • 11 May 2020 • Li Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He, BoWen Zhou

In this paper, we propose an incremental learning method for end-to-end Automatic Speech Recognition (ASR) which enables an ASR system to perform well on new tasks while maintaining the performance on its originally learned ones.

Automatic Speech Recognition Automatic Speech Recognition (ASR) +3

Research on Modeling Units of Transformer Transducer for Mandarin Speech Recognition

no code implementations • 26 Apr 2020 • Li Fu, Xiaoxiao Li, Libo Zi

To improve the performance of RNN-T for Mandarin speech recognition task, a novel transformer transducer with the combination architecture of self-attention transformer and RNN is proposed.

speech-recognition Speech Recognition