Music and Audio Computing Lab

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KAIST · Graduate School of Metaverse

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Professor

Prof. 남주한

Professor's page · publications

About

남주한 교수가 이끄는 Music and Audio Computing Lab(MACLab)은 KAIST 문화기술대학원/메타버스대학원 소속으로, 사람들이 음악을 즐기고 연주하고 창작하는 방식을 기술로 향상시키는 것을 목표로 한다. 음악을 이해하고 의미를 사람 친화적으로 표현하며 새로운 음악 콘텐츠를 생성해 인간의 창의성을 돕는 'Music AI'에 중점을 두며, 음악 정보 검색(MIR), 오디오 신호 처리, 음악 생성, 인간-AI 합주 등을 연구한다.

Research keywords

Music TechnologyAI and Machine Learning for MusicMusic Information RetrievalAudio Signal Processing (AR/VR)

Recent papers

From OpenAlex · papers whose author affiliation matches this university

Selected publications

Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley SoundIEEE Transactions on Audio, Speech and Language Processing · 2025
Musical Word Embedding for Music Tagging and RetrievalIEEE Transactions on Audio, Speech and Language Processing · 2025
Towards Efficient and Real-Time Piano Transcription Using Neural Autoregressive ModelsIEEE/ACM Transactions on Audio, Speech and Language Processing · 2024
UNMIXX: Untangling Highly Correlated Singing Voices MixturesIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2026
D3PIA: A Discrete Denoising Diffusion Model for Piano Accompaniment Generation from Lead sheetIEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) · 2026
Hear What Matters! Text-conditioned Selective Video-to-Audio GenerationIEEE/CVF Conference on Computer Vision & Pattern Recognition (CVPR) · 2026