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20242026
most citedMEDSAGE: Enhancing Robustness of Medical Dialogue Summarization to ASR Errors with LLM-generated Synthetic Dialogues

2 citations · 2 across the 13 of their papers we have counts for

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5 papers · 1 filter

cs.CL2025

MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation

Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty +32

Large language models (LLMs) are now used worldwide, yet their multimodal understanding and reasoning often degrade outside Western, high-resource settings. We propose MMA-ASIA, a…

eess.AS2025

MultiGen: Child-Friendly Multilingual Speech Generator with LLMs

Xiaoxue Gao, Huayun Zhang, Nancy F. Chen

Generative speech models have demonstrated significant potential in improving human-machine interactions, offering valuable real-world applications such as language learning for ch…

eess.AS2025

Prompt-Unseen-Emotion: Zero-shot Expressive Speech Synthesis with Prompt-LLM Contextual Knowledge for Mixed Emotions

Xiaoxue Gao, Huayun Zhang, Nancy F. Chen

Existing expressive text-to-speech (TTS) systems primarily model a limited set of categorical emotions, whereas human conversations extend far beyond these predefined emotions, mak…

cs.CL2025

SingaKids: A Multilingual Multimodal Dialogic Tutor for Language Learning

Zhengyuan Liu, Geyu Lin, Hui Li Tan +8

The integration of generative artificial intelligence into educational applications has enhanced personalized and interactive learning experiences, and it shows strong potential to…

cs.SD2025

Confidence-Based Self-Training for EMG-to-Speech: Leveraging Synthetic EMG for Robust Modeling

Xiaodan Chen, Xiaoxue Gao, Mathias Quoy +2

Voiced Electromyography (EMG)-to-Speech (V-ETS) models reconstruct speech from muscle activity signals, facilitating applications such as neurolaryngologic diagnostics. Despite its…