Project Name
Data Representation and Learning for Dialogue System
Project Goal
• Enabling conversational AI in heterogeneous environments, building virtual agents or assistants for smart
campus and hospital, enhancing deep learning theories, and facilitating explainable AI
• Enriching and integrating dialog agent, speech recognition, natural language understanding and generation
Project Description
１．Statistic Explainable Deep Model
＊Spoken dialogue system
＊Online speech recognition
２．Online Speech Recognition
＊Compress previous speech
＊Generate transcription immediately
３．Online Inference
＊Modified one step constrained beam search
＊Compressive memory processing
４．Behavior Cloning
＊Auxiliary tasks for imitation learning
＊Causal confusion reduction
