Research - Hayeon Bang

PitchIn: PeerCoach supervision construction and model adaptation overview

PitchIn: Natural-Language Vocal Coaching from Unstructured Community Feedback

Hayeon Bang, Hounsu Kim, Joonyong Park, Jung-Jae Yu and Juhan Nam Under Review

Paper Demo
VocalCoachBench dataset structure and evaluation overview

VocalCoachBench: Benchmarking Audio-Language Models on Expert Feedback for Singing

Hayeon Bang, Hounsu Kim, Wonil Kim and Juhan Nam NeurIPS 2026 E&D

Paper
PianoBind joint embedding space for audio, text and MIDI

PianoBind: A Multimodal Joint Embedding Model for Pop-piano Music

Hayeon Bang, Eunjin Choi, Seungheon Doh and Juhan Nam ISMIR 2025

Paper Demo Code
D3PIA model overview: lead sheet to piano accompaniment

D3PIA: A Discrete Denoising Diffusion Model for Piano Accompaniment Generation

Eunjin Choi, Hounsu Kim, Hayeon Bang, Taegyun Kwon and Juhan Nam ICASSP 2026

Paper Demo Code
Dialogue in Resonance: pianist and computer-controlled piano

Dialogue in Resonance: an Interactive Music Piece for the Piano and Real-time Automatic Transcription

Hayeon Bang, Taegyun Kwon and Juhan Nam ICMC 2025

Demo Paper Video
PIAST dataset: audio, MIDI and text annotations for piano music

PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text

Hayeon Bang, Eunjin Choi, Megan Finch, Seungheon Doh, Seolhee Lee, Gyeong-hoon Lee and Juhan Nam NLP4MusA 2024

Demo Paper Code