Project details

School of Electrical & Electronic Engineering


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Proj No. B3088-251
Title Streaming Speech-to-Speech Conversational Agent with Semantic Continuity
Summary This project aims to develop a real-time speech-to-speech conversational agent designed for role-play training in complex, multi-turn interactions. Unlike traditional models that respond utterance by utterance, the system maintains semantic continuity across conversation turns while responding in real-time. It integrates speech recognition, context tracking, and structured dialogue management to enable realistic, natural interactions. The goal of the prototype will support training scenarios such as consultations, with capabilities for post-hoc analysis and user feedback, contributing to advancements in real-time spoken dialogue systems and practical deployment of large language models.
Supervisor A/P Lin Zhiping (Loc:S2 > S2 B2A > S2 B2A 14, Ext: +65 67906857)
Co-Supervisor -
RI Co-Supervisor -
Lab Machine Learning and Data Analytics Lab (Loc: S2.1-B4-01)
Single/Group: Single
Area: Intelligent Systems and Control Engineering
ISP/RI/SMP/SCP?: ISP:
Dr Mak Lee Onn
Deputy Director Q3
HTX
mak_lee_onn@htx.gov.sg