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Machine Speech Chain with One-shot Speaker Adaptation

Machine Speech Chain with One-shot Speaker Adaptation

In previous work, we developed a closed-loop speech chain model based on deep learning, in which the architecture enabled the automatic speech recognition (ASR) and text-to-speech synthesis (TTS) components to mutually improve their performance.This was accomplished by the two parts teaching each other using both labeled and unlabeled data.This approach …