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Qiong Hu

2 accepted papers

2016

Initial investigation of speech synthesis based on complex-valued neural networks

ICASSP 2016accepted

Although frequency analysis often leads us to a speech signal in the complex domain, the acoustic models we frequently use are designed for real-valued data. Phase is usually ignored or modelled separately from spectral amplitude. Here, we propose a complex-valued neural network (CVNN) for directly…

Cited by 0SourceScholar
2015

Methods for applying dynamic sinusoidal models to statistical parametric speech synthesis

ICASSP 2015accepted

Sinusoidal vocoders can generate high quality speech, but they have not been extensively applied to statistical parametric speech synthesis. This paper presents two ways for using dynamic sinusoidal models for statistical speech synthesis, enabling the sinusoid parameters to be modelled in HMM-based…

Cited by 0SourceScholar