Preprint
Sep 2026
From Reliable Text to Real Voices: Trust-Aware Progressive Adaptation for Low-Resource TTS
Low-resource text-to-speech (TTS) adaptation is constrained by scarce paired data and costly manual transcription. Existing fixed-voice TTS systems can provide relatively accurate pronunciation, but their synthetic speech offers limited speaker diversity and may exhibit flat prosody. Real recordings provide natural pro...
Jia-Yi Lu, Yi-Zhong Geng, Jing-Han Yang et al.
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