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Source Domain Data Selection For Improved Transfer Learning Targeting Dysarthric Speech Recognition

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IEEE ICASSP 2020 Virtual Conference May 2020

This paper presents an improved transfer learning framework applied to robust personalised speech recognition models for speakers with dysarthria. As the baseline of transfer learning, a state-of-the-art CNN-TDNN-F ASR acoustic model trained solely on sou

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Source Domain Data Selection For Improved Transfer Learning Targeting Dysarthric Speech Recognition

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This paper presents an improved transfer learning framework applied to robust personalised speech recognition models for speakers with dysarthria. As the baseline of transfer learning, a state-of-the-art CNN-TDNN-F ASR acoustic model trained solely on sou