Publications
Hounsu Kim, Joonyong Park, Yuki Saito, Satoru Fukayama, Juhan Nam
arXiv preprint, 2026 (Under review)
Investigates training-side benefits of mask-and-replace diffusion for zero-shot text-to-speech beyond inference-time token revision.
Hayeon Bang, Hounsu Kim, Wonil Kim, Juhan Nam
The Fortieth Annual Conference on Neural Information Processing Systems (NeurIPS 2026), Evaluations & Datasets Track
A benchmark for evaluating audio-language models on expert vocal coaching feedback for singing.
Hounsu Kim, Juhan Nam
The 27th Annual Conference of the International Speech Communication Association (Interspeech), 2026
Neural speech codec for disentangled speech representation learning, low-bitrate coding, and zero-shot voice conversion.
Eunjin Choi, Hounsu Kim, Hayeon Bang, Taegyun Kwon, Juhan Nam
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2026
A lightweight discrete diffusion model for lead-sheet-conditioned symbolic music generation.
Hounsu Kim, Taegyun Kwon, Juhan Nam
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2025
Discrete diffusion-based refinement model for structured piano transcription.
Gyubin Lee, Hounsu Kim, Junwon Lee, Juhan Nam
Proceedings of the 27th International Conference on Digital Audio Effects (DAFx24), 2024
Best Student Paper Award
Controllable neural audio effect modeling.
Hounsu Kim, Soonbeom Choi, Juhan Nam
Proceedings of the IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), 2024
Controllable acoustic instrument synthesis using instrument-specific representations and diffusion outpainting.
Y. J. Cho, Y. H. Kim, Y. H. Jo, M. J. Kim, H. S. Kim, S. W. Kim, J. H. Park, and W. H. Lee*,
J. Kor. Powd. Met. Inst., 20.5 (2018) 376-381