Projects

• Designing AI-based Diagnostic Platform for Heat Transfer Pipelines 

Anomaly detection, Sensor data, Image processing

• Learning Rate Scheduling in GAN-oriented Models 

Reinforcement Learning, Learning rate scheduling

• Cartoon-to-Drama : Image Style Transfer

Generative model, Image-to-Image transfer

• Data Augmentation for Reinforcement Learning using Style Transfer 

Reinforcement Learning, Image-to-Image transfer, Data augmentation

• Day-to-Day Drinking : Detection Drunk Face Using Real Image Datasets 

Image processing, Face detection

• Face-to-Voice: Face-based personalize multimodal Text-to-Speech synthesis model 

Speech synthesis, Image processing

• SF-CRL: Speech-Facial Contrastive Representation Learning for Speaker Feature Extraction 

Speech data, Image processing, Representation learning, Contrastive learning