2025

As of October 12, 2025:

• 7 Ongoing Projects

  • Audiovisual Piano Transcription
  • Cross-Modal Knowledge Distillation on Pedestrian Detection
  • Music Emotion Recognition
  • Music Captioning
  • Animal-Human Musical Interaction
  • Human Evaluation on AI Music
  • Online Music Accompaniment

• Collaborating Professors

  • Alexander Lerch (Georgia Tech)
  • Chris Donahue (CMU)
  • Juhan Nam (KAIST)
  • Subhrajit Guhathakurta (Georgia Tech)
  • Melody Moore Jackson (Georgia Tech)

• Audio‑Based Pedestrian Detection in the Presence of Vehicular Noise

• Music Arena: Live Evaluation for Text-to-Music

• The Secret Source: Supporting the Artists Whose Works Have Made Our Works Possible

• Two Web Toolkits for Multimodal Piano Performance Dataset Acquisition and Fingering Annotation

• PianoVAM: A Multimodal Piano Performance Dataset

• NeoLightning: A Modern Reimagination of Gesture-Based Sound Design

2024

• Towards Robust Transcription: Exploring Noise Injection Strategies for Training Data Augmentation
• Real-time Flutist Gesture Cue Detection System for Auto-Accompaniment
• A Study of the Audio Augmentation and Top-View Video Incorporation for Robust Automatic Piano Transcription

2023

• AI Pianist Performance: Collaboration with Flutist Jasmine Choi
• The [Uncertain] Four Seasons - Daejeon Variation with Violinist Jiyoung Lim
• AI Pianist Performance: Collaboration with Soprano Sumi Jo
• ToplAIner: Acoustic Guitar Conditioned Singing Voice Generation