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Emphasis rendering for conversational text-to-speech with multi-modal multi-scale context modeling | Synapse
March 3, 2026
Emphasis rendering for conversational text-to-speech with multi-modal multi-scale context modeling
RL
Rui Liu
JZ
Jia Zhenqi
JY
Jie Yang
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Key Points
Emphasis rendering enhances user interaction quality in text-to-speech systems, creating more natural conversations.
The implementation of multi-modal context modeling leads to more accurate emotional expressions, improving listener engagement.
Assessment of various scales reveals significant improvements in emotional nuance and meaningful engagement.
Supports advancements in conversational AI, suggesting practical applications in virtual assistants and enhanced customer interactions.
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Cite This Study
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Liu et al. (Tue,) studied this question.
synapsesocial.com/papers/69a75b10c6e9836116a21af3
https://doi.org/https://doi.org/10.1016/j.specom.2026.103353