Quanjie Yu — accepted AI-conference papers

2016

Learning cross-lingual information with multilingual BLSTM for speech synthesis of low-resource languages

Quanjie Yu, Peng Liu, Zhiyong Wu, Shiyin Kang, Helen Meng, Lianhong Cai

ICASSP 2016accepted

Bidirectional long short-term memory (BLSTM) based speech synthesis has shown great potential in improving the quality of the synthetic speech. However, for low-resource languages, it is difficult to obtain a high quality BLSTM model. BLSTM based speech synthesis can be viewed as a transformation be…

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2015

A deep recurrent approach for acoustic-to-articulatory inversion

Peng Liu, Quanjie Yu, Zhiyong Wu, Shiyin Kang, Helen M. Meng, Lianhong Cai

ICASSP 2015accepted

To solve the acoustic-to-articulatory inversion problem, this paper proposes a deep bidirectional long short term memory recurrent neural network and a deep recurrent mixture density network. The articulatory parameters of the current frame may have correlations with the acoustic features many frame…

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