Improving the Efficiency of Dysarthria Voice Conversion System by the Data Augmentation Approach
The DVC 3.1 system adopts text-to-speech (text-to-speech) and multi-domain speech conversion models to synthesize large sets of similar speech to patients’ and target speakers’ speech, and furthermore, exploits phonetic posteriorgrams (PPGs) and Gated CNN models to perform the voice conversion for patient's voice characteristics. Finally, take advantage of WaveGlow vocoder to convert the converted features into speech for the listener to listen.
National Chung Cheng University is a national university in Minxiong Township, Chiayi County, Taiwan. CCU is a member of the Association to Advance Collegiate Schools of Business.
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