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cs.SD2026
From Reliable Text to Real Voices: Trust-Aware Progressive Adaptation for Low-Resource TTS
Jiayi Lu, Yizhong Geng, Jinghan Yang +4
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…
cs.SD2026
SceneTTS-Bench: A Benchmark for Scene-Level TTS in Drama Dubbing
Yizhong Geng, Yanliang Li, Jinghan Yang +3
Text-to-speech systems are increasingly used for drama dubbing, yet evaluation protocols remain sentence-level, leaving critical scene-level behaviors insufficiently measured. We p…
cs.SD2025
Empowering Global Voices: A Data-Efficient, Phoneme-Tone Adaptive Approach to High-Fidelity Speech Synthesis
Yizhong Geng, Jizhuo Xu, Zeyu Liang +3
Text-to-speech (TTS) technology has achieved impressive results for widely spoken languages, yet many under-resourced languages remain challenged by limited data and linguistic com…