Juhan Nam

1. EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation
   2021/08/03 by Hsiao-Tzu Hung, Joann Ching, Hung, Hsiao-Tzu +9 · 13 citations
   Computer Science · Arts and Humanities · #Music and Audio Processing #Music Technology and Sound Studies #Diverse Musicological Studies
2. LP-MusicCaps: LLM-Based Pseudo Music Captioning
   2023/07/31 by SeungHeon Doh, Doh, SeungHeon, Keunwoo Choi +5 · 14 citations
   Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Speech Recognition and Synthesis
3. All-In-One Metrical And Functional Structure Analysis With Neighborhood Attentions on Demixed Audio
   2023/07/31 by Tae‐Jun Kim, Kim, Taejun, Juhan Nam +1 · 13 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Speech and Audio Processing #electronic engineering #information engineering
4. The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation
   2023/11/16 by Ilaria Manco, Manco, Ilaria, Benno Weck +22 · 10 citations
   Computer Science · Arts and Humanities · #Music and Audio Processing #Music Technology and Sound Studies #Diverse Musicological Studies
5. VoiceLDM: Text-to-Speech with Environmental Context
   2023/09/24 by Yeonghyeon Lee, Inmo Yeon, Lee, Yeonghyeon +5 · 7 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
6. CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages
   2025/02/14 by Shangda Wu, Zhancheng Guo, Wu, Shangda +17 · 13 citations
   Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
7. Disentangled Multidimensional Metric Learning for Music Similarity
   2020/08/09 by Jongpil Lee, Lee, Jongpil, Nicholas J. Bryan +7 · 3 citations
   Computer Science · Neuroscience · #Music and Audio Processing #Music Technology and Sound Studies #Neuroscience and Music Perception
8. Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model
   2020/10/02 by Taegyun Kwon, Kwon, Taegyun, Dasaem Jeong +3 · 3 citations
   Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
9. Toward Universal Text-to-Music Retrieval
   2022/11/26 by SeungHeon Doh, Minz Won, Doh, SeungHeon +5 · 5 citations
   Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #electronic engineering #information engineering
10. Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms
    2017/03/06 by Jongpil Lee, Lee, Jongpil, Ji Young Park +5 · 3 citations
    Arts and Humanities · Computer Science · #Diverse Musicological Studies #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music and Audio Processing #Neural and Evolutionary Computing (cs.NE) #Sound (cs.SD) #Speech Recognition and Synthesis
11. T-FOLEY: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound Synthesis
    2024/01/17 by Yoonjin Chung, Chung, Yoonjin, Junwon Lee +3 · 4 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
12. Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley Sound
    2024/08/21 by Junwon Lee, Lee, Junwon, Jaekwon Im +4 · 4 citations
    Computer Science · #Advanced Vision and Imaging #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Music Technology and Sound Studies #Sound (cs.SD) #Video Analysis and Summarization #electronic engineering #information engineering
13. A Phoneme-Informed Neural Network Model for Note-Level Singing Transcription
    2023/04/12 by Sangeon Yong, Su Li, Yong, Sangeon +3 · 2 citations
    Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
14. TALKPLAY: Multimodal Music Recommendation with Large Language Models
    2025/02/19 by SeungHeon Doh, Doh, Seungheon, Keunwoo Choi +3 · 6 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music History and Culture
15. Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval
    2024/10/04 by SeungHeon Doh, Min‐Hee Lee, Doh, SeungHeon +5 · 4 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Diverse Musicological Studies #Music Technology and Sound Studies
16. A study of audio mixing methods for piano transcription in violin-piano ensembles
    2023/05/23 by Hyemi Kim, Jiyun Park, Kim, Hyemi +7 · 1 citation
    Arts and Humanities · Computer Science · #Audio and Speech Processing (eess.AS) #Diverse Musicological Studies #FOS: Computer and information sciences #FOS: Electrical engineering #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
17. FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation
    2025/01/18 by Jaekwon Im, Im, Jaekwon, Juhan Nam +1 · 3 citations
    Computer Science · #Advanced Image Processing Techniques #Audio and Speech Processing (eess.AS) #Digital Filter Design and Implementation #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Sound (cs.SD) #electronic engineering #information engineering
18. TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling
    2025/10/02 by SeungHeon Doh, Doh, Seungheon, Keunwoo Choi +3 · 4 citations
    Computer Science · Arts and Humanities · #Music and Audio Processing #Digital Humanities and Scholarship #Advanced Text Analysis Techniques
19. PianoVAM: A Multimodal Piano Performance Dataset
    2025/09/10 by Yonghyun Kim, Kim, Yonghyun, Jun-Hyung Park +11 · 2 citations
    Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Music Technology and Sound Studies #Music and Audio Processing #Musicians’ Health and Performance #Sound (cs.SD) #electronic engineering #information engineering
20. D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription
    2025/01/09 by Hounsu Kim, Taegyun Kwon, Kim, Hounsu +3 · 1 citation
    Computer Science · Arts and Humanities · #Music and Audio Processing #Music Technology and Sound Studies #Diverse Musicological Studies
21. SKY-Piano: A Multimodal Piano Performance Dataset
    2026/07/29 by Joonhyung Bae, Dawon Park, Taegyun Kwon +10
    Computer Science · #cs.SD #cs.MM
22. LLM-as-a-Judge for Evaluating System Responses in Conversational Music Recommendation
    2026/07/28 by Seungheon Doh, Bruno Sguerra, Sergio Oramas +2
    #cs.IR