DPP-TTS: Diversifying prosodic features of speech via determinantal point processes
Seongho Joo,
Hyukhun Koh,
Kyomin Jung
Abstract:With the rapid advancement in deep generative models, recent neural Text-To-Speech (TTS) models have succeeded in synthesizing humanlike speech. There have been some efforts to generate speech with various prosody beyond monotonous prosody patterns. However, previous works have several limitations. First, typical TTS models depend on the scaled sampling temperature for boosting the diversity of prosody. Speech samples generated at high sampling temperatures often lack perceptual prosodic diversity, thereby ham… Show more
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