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Improving the Efficiency of Dysarthria Voice Conversion System by the Data Augmentation Approach

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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.

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  • Name:Hui-ya Lin

  • Phone:05-2729170

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  • Pavilion:Future Tech Aiot Area

  • Affiliated Ministry:National Science and Technology Council

  • Application Field:Life Application

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  • Technology maturity:Prototype

  • Exhibiting purpose:Display of scientific results

  • Trading preferences:Technical license/cooperation、Negotiate by self

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