2026
As of February 10, 2026:
- 6 Ongoing Projects
- Audiovisual Piano Transcription
- Intelligent Music Accompaniment
- Human-aligned Music Generation
- Context-driven Music Captioning
- Audio-based Pedestrian Detection
- Loudspeaker Quality Assessment & Improvement
- Collaborating Professors
- Collaborating Grad Students
- Collaborating Undergrad Students
2025
- 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