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Combining Masked Language Modeling and Cross-Modal Contrastive Learning for Prosody-Aware TTS

Borodin, Kirill et al.
arXiv (All) · Papers
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audio-and-speech-processingsound
Text encoders in neural text-to-speech (TTS) see only linguistic content, so prosody must be inferred from paired data and synthesised intonation is often flat. Contrastive text-audio pretraining (CLAPSpeech) injects prosodic knowledge by contrasting acoustic realisations of the same phoneme, but it
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