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eess.AS2024
PRESENT: Zero-Shot Text-to-Prosody Control
Perry Lam, Huayun Zhang, Nancy F. Chen +2
Current strategies for achieving fine-grained prosody control in speech synthesis entail extracting additional style embeddings or adopting more complex architectures. To enable ze…
eess.AS2022
SNIPER Training: Single-Shot Sparse Training for Text-to-Speech
Perry Lam, Huayun Zhang, Nancy F. Chen +2
Text-to-speech (TTS) models have achieved remarkable naturalness in recent years, yet like most deep neural models, they have more parameters than necessary. Sparse TTS models can…
eess.AS2022★ 1 cited
EPIC TTS Models: Empirical Pruning Investigations Characterizing Text-To-Speech Models
Perry Lam, Huayun Zhang, Nancy F. Chen +1
Neural models are known to be over-parameterized, and recent work has shown that sparse text-to-speech (TTS) models can outperform dense models. Although a plethora of sparse metho…