| 2026 | LREC | ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question Answering. | Daeyong Kwon, Seungheon Doh, Juhan Nam |
| 2025 | ACL | CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages. | Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun |
| 2025 | ICASSP | FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation. | Jaekwon Im, Juhan Nam |
| 2025 | ICASSP | D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription. | Hounsu Kim, Taegyun Kwon, Juhan Nam |
| 2025 | ICASSP | Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges. | Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji |
| 2025 | VR | Designing VR Music Game for Stress Reduction. | Kirak Kim, Hyojin Kim, Youjin Choi, Juhan Nam, Jeongmi Lee |
| 2025 | UIST | Haptic Music Feedback through Audio Decomposition. | Sungyong Shin, HyeonBeom Yi, Junsuk Seo, Chi Yoon Jeong, Chang Hee Lee, Woohun Lee, Juhan Nam |
| 2024 | COLING | K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling. | Haven Kim, Jongmin Jung, Dasaem Jeong, Juhan Nam |
| 2024 | ICASSP | T-Foley: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound Synthesis. | Yoonjin Chung, Junwon Lee, Juhan Nam |
| 2024 | ICASSP | Enriching Music Descriptions with A Finetuned-LLM and Metadata for Text-to-Music Retrieval. | Seungheon Doh, Minhee Lee, Dasaem Jeong, Juhan Nam |
| 2024 | ICASSP | DiffRENT: A Diffusion Model for Recording Environment Transfer of Speech. | Jaekwon Im, Juhan Nam |
| 2024 | ICASSP | Expressive Acoustic Guitar Sound Synthesis with an Instrument-Specific Input Representation and Diffusion Outpainting. | Hounsu Kim, Soonbeom Choi, Juhan Nam |
| 2024 | ICASSP | VoiceLDM: Text-to-Speech with Environmental Context. | Yeonghyeon Lee, Inmo Yeon, Juhan Nam, Joon Son Chung |
| 2024 | ICASSP | Enhancing Spatial Audio Generation with Source Separation and Channel Panning Loss. | Wootaek Lim, Juhan Nam |
| 2024 | ICASSP | A Real-Time Lyrics Alignment System Using Chroma and Phonetic Features for Classical Vocal Performance. | Jiyun Park, Sangeon Yong, Taegyun Kwon, Juhan Nam |
| 2023 | ICASSP | Textless Speech-to-Music Retrieval Using Emotion Similarity. | Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam |
| 2023 | ICASSP | Toward Universal Text-To-Music Retrieval. | Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam |
| 2023 | ICASSP | A Study of Audio Mixing Methods for Piano Transcription in Violin-Piano Ensembles. | Hyemi Kim, Jiyun Park, Taegyun Kwon, Dasaem Jeong, Juhan Nam |
| 2023 | ICASSP | A Phoneme-Informed Neural Network Model For Note-Level Singing Transcription. | Sangeon Yong, Li Su, Juhan Nam |
| 2023 | ISMAR | Sense of Convergence: Exploring the Artistic Potential of Cross-modal Sensory Transfer in Virtual Reality. | Eugene Hwang, Joonhyung Bae, Wonil Kim, Juhan Nam, Jeongmi Lee |
| 2023 | SiggraphA | Motion to Dance Music Generation using Latent Diffusion Model. | Vanessa Tan, Junghyun Nam, Juhan Nam, Junyong Noh |
| 2022 | CHI | Classy Trash Monster: An Educational Game for Teaching Machine Learning to Non-major Students. | Joonhyung Bae, Karam Eum, Haram Kwon, Seolhee Lee, Juhan Nam, Young Yim Doh |
| 2022 | CHI | The Melody of the Mysterious Stones: A VR Mindfulness Game Using Sound Spatialization. | Haven Kim, Jaeran Choi, Young Yim Doh, Juhan Nam |
| 2022 | ICASSP | A Melody-Unsupervision Model for Singing Voice Synthesis. | Soonbeom Choi, Juhan Nam |
| 2022 | ICASSP | Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music. | Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim, Taehyoung Kim, Juhan Nam |
| 2022 | Interspeech | Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification. | Yuya Yamamoto, Juhan Nam, Hiroko Terasawa |
| 2020 | ICASSP | Korean Singing Voice Synthesis Based on Auto-Regressive Boundary Equilibrium Gan. | Soonbeom Choi, Wonil Kim, Saebyul Park, Sangeon Yong, Juhan Nam |
| 2020 | ICASSP | Disentangled Multidimensional Metric Learning for Music Similarity. | Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam |
| 2019 | ICML | Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance. | Dasaem Jeong, Taegyun Kwon, Yoojin Kim, Juhan Nam |
| 2018 | ICASSP | Sample-Level CNN Architectures for Music Auto-Tagging Using Raw Waveforms. | Taejun Kim, Jongpil Lee, Juhan Nam |
| 2018 | ICASSP | Singing Expression Transfer from One Voice to Another for a Given Song. | Sangeon Yong, Juhan Nam |
| 2017 | TEI | ForceClicks: Enabling Efficient Button Interaction with Single Finger Touch. | Sangeon Yong, Edward Jangwon Lee, Roshan Lalintha Peiris, Liwei Chan, Juhan Nam |
| 2011 | ICML | Multimodal Deep Learning. | Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam, Honglak Lee, Andrew Y. Ng |
| 2010 | Interspeech | A super-resolution spectrogram using coupled PLCA. | Juhan Nam, Gautham J. Mysore, Joachim Ganseman, Kyogu Lee, Jonathan S. Abel |