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