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Yixin Tian

2 accepted papers

2024

High-Fidelity Speech Synthesis with Minimal Supervision: All Using Diffusion Models

ICASSP 2024accepted

Text-to-speech (TTS) methods have shown promising results in voice cloning, but they require a large number of labeled text-speech pairs. Minimally-supervised speech synthesis decouples TTS by combining two types of discrete speech representations(semantic & acoustic) and using two sequence-to-seque…

Cited by 0SourceScholar
2024

Learning Speech Representation from Contrastive Token-Acoustic Pretraining

ICASSP 2024accepted

For fine-grained generation and recognition tasks such as minimally-supervised text-to-speech (TTS), voice conversion (VC), and automatic speech recognition (ASR), the intermediate representations extracted from speech should serve as a "bridge" between text and acoustic information, containing info…

Cited by 0SourceScholar