Tomiinek/Multilingual_Text_to_Speech
An implementation of Tacotron 2 that supports multilingual experiments with parameter-sharing, code-switching, and voice cloning.
ArchivedBuilt on Tacotron 2, the implementation compares three encoder parameter-sharing strategies: full sharing with adversarial speaker classification, separate per-language encoders, and a hybrid approach using a parameter generator to produce language-specific weights. The model integrates domain adversarial training principles and supports synthesis via WaveRNN vocoding, with pre-trained checkpoints available for code-switching and multilingual scenarios trained on CSS10 and Common Voice datasets.
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Oct 10, 2023
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