Author

Thai-Binh Nguyen

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Preprint Aug 2026

From Speech to Interaction: Analyzing Multimodal Systems in Cocktail-Party Scenarios

Humans have the remarkable ability to engage in spontaneous informal conversations and selectively attend to individual speakers while filtering out competing speech from nearby conversations. This"cocktail party"scenario still presents severe challenges to speech recognition systems. The CHiME-9 MCoRec task provides a...

Thai-Binh Nguyen, Zhaolin Li, Jan Niehues et al. · 0 citations

#natural language process... Preprint Aug 2026

Speech-to-SOAP: End-to-End Summarization of Medical Dialogues: KIT@BeTraC 2026

KIT's main contribution is a scalable data augmentation pipeline that unifies heterogeneous medical dialogue datasets through synthetic speech generation and automatically generated SOAP supervision, enabling robust adaptation of a speech foundation model for end-to-end speech-to-SOAP generation.

E. Ugan, Fabian Retkowski, Yuka Ko et al. · 0 citations