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SEAM: Spectral Embedding Alignment and Merging for Low-Resource TTS

Othman, Walaa et al.
arXiv (All) · Papers
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machine-learning
Expanding the vocabulary of conditional text-to-speech (TTS) models typically requires extensive fine-tuning with paired audio, creating a major bottleneck for low-resource and cross-lingual adaptation. To address this, we introduce SEAM, a zero-audio initialization method that constructs embeddings
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