Papers by Zhenqi Jia
Multimodal Fine-grained Context Interaction Graph Modeling for Conversational Speech Synthesis (2025.emnlp-main)
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| Challenge: | Existing methods overlook the fine-grained semantic and prosodic interaction modeling at the word level. |
| Approach: | They propose a novel approach to generate conversational prosody by understanding multimodal dialogue history (MDH) using fine-grained semantic and prosodic interaction modeling, they construct specialized multimodal fine-grain dialogue interaction graphs that encode interaction between word-level semantics and prosody. |
| Outcome: | The proposed system outperforms baseline models in terms of prosodic expressiveness. |