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Optimizing feature fusion for improved zero-shot adaptation in text-to-speech synthesis

Abstract In the era of advanced text-to-speech (TTS) systems capable of generating high-fidelity, human-like speech by referring a reference speech, voice cloning (VC), or zero-shot TTS (ZS-TTS), stands out as an important subtask. A primary challenge in VC is maintaining speech quality and speaker...

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Principais autores: Zhiyong Chen, Zhiqi Ai, Youxuan Ma, Xinnuo Li, Shugong Xu
Format: Artigo
Sprog:Inglês
Udgivet: SpringerOpen 2024-05-01
Serier:EURASIP Journal on Audio, Speech, and Music Processing
Fag:
Voice cloning
Text to speech
Speech synthesis
Zero-shot learning
Few-shot learning
Online adgang:https://doi.org/10.1186/s13636-024-00351-9
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