Search Results for author: Jinkun Chen

Found 5 papers, 3 papers with code

HMM-Free Encoder Pre-Training for Streaming RNN Transducer

no code implementations2 Apr 2021 Lu Huang, Jingyu Sun, Yufeng Tang, JunFeng Hou, Jinkun Chen, Jun Zhang, Zejun Ma

This work describes an encoder pre-training procedure using frame-wise label to improve the training of streaming recurrent neural network transducer (RNN-T) model.

Speech Recognition

End-to-end Language Identification using NetFV and NetVLAD

1 code implementation9 Sep 2018 Jinkun Chen, Weicheng Cai, Danwei Cai, Zexin Cai, Haibin Zhong, Ming Li

In this paper, we apply the NetFV and NetVLAD layers for the end-to-end language identification task.

Language Identification

Exploring the Encoding Layer and Loss Function in End-to-End Speaker and Language Recognition System

1 code implementation14 Apr 2018 Weicheng Cai, Jinkun Chen, Ming Li

In the end-to-end system, the encoding layer plays a role in aggregating the variable-length input sequence into an utterance level representation.

Speaker Verification

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