Juhan Nam

167 papers A* 3A 2B 1C 1Misc 21Journal 92Unranked 45
YearRankTypeTitle / Venue / Authors
2026 J jnl
D3PIA: A Discrete Denoising Diffusion Model for Piano Accompaniment Generation From Lead sheet.
CoRR
Eunjin Choi, Hounsu Kim, Hayeon Bang, Taegyun Kwon, Juhan Nam
2026 J jnl
UNMIXX: Untangling Highly Correlated Singing Voices Mixtures.
CoRR
Jihoo Jung, Ji-Hoon Kim, Doyeop Kwak, Junwon Lee, Juhan Nam, Joon Son Chung
2025 J jnl
AImoclips: A Benchmark for Evaluating Emotion Conveyance in Text-to-Music Generation.
CoRR
Gyehun Go, Satbyul Han, Ahyeon Choi, Eunjin Choi, Juhan Nam, Jeong Mi Park
2025 J jnl
ArtistMus: A Globally Diverse, Artist-Centric Benchmark for Retrieval-Augmented Music Question Answering.
CoRR
Daeyong Kwon, Seungheon Doh, Juhan Nam
2025 — conf
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages.
ACL (Findings)
Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun
2025 J jnl
CLaMP 3: Universal Music Information Retrieval Across Unaligned Modalities and Unseen Languages.
CoRR
Shangda Wu, Zhancheng Guo, Ruibin Yuan, Junyan Jiang, Seungheon Doh, Gus Xia, Juhan Nam, Xiaobing Li, Feng Yu, Maosong Sun
2025 — conf
Can Large Language Models Predict Audio Effects Parameters from Natural Language?
WASPAA
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Can Large Language Models Predict Audio Effects Parameters from Natural Language?
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Juhan Nam, Yuki Mitsufuji
2025 Misc conf
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription.
ICASSP
Hounsu Kim, Taegyun Kwon, Juhan Nam
2025 J jnl
D3RM: A Discrete Denoising Diffusion Refinement Model for Piano Transcription.
CoRR
Hounsu Kim, Taegyun Kwon, Juhan Nam
2025 A* conf
Designing VR Music Game for Stress Reduction.
VR
Kirak Kim, Hyojin Kim, Youjin Choi, Juhan Nam, Jeongmi Lee
2025 J jnl
Designing a Multimodal Viewer for Piano Performance Analysis - a Pedagogy-First Approach.
CoRR
Joonhyung Bae, Hyeyoon Cho, Kirak Kim, Dawon Park, Taegyun Kwon, Yoon-Seok Choi, Hyeon Hur, Shigeru Kai, Yohei Wada, Satoshi Obata, Akira Maezawa, Jaebum Park, Jonghwa Park, Juhan Nam
2025 J jnl
Dialogue in Resonance: An Interactive Music Piece for Piano and Real-Time Automatic Transcription System.
CoRR
Hayeon Bang, Taegyun Kwon, Juhan Nam
2025 Misc conf
FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation.
ICASSP
Jaekwon Im, Juhan Nam
2025 J jnl
FlashSR: One-step Versatile Audio Super-resolution via Diffusion Distillation.
CoRR
Jaekwon Im, Juhan Nam
2025 J jnl
From Generation to Attribution: Music AI Agent Architectures for the Post-Streaming Era.
CoRR
Wonil Kim, Hyeongseok Wi, Seungsoon Park, Taejun Kim, Sangeun Keum, Keunhyoung Kim, Taewan Kim, Jongmin Jung, Taehyoung Kim, Gaetan Guerrero, Mael Le Goff, Julie Po, Dongjoo Moon, Juhan Nam, Jongpil Lee
2025 — conf
Haptic Music Feedback through Audio Decomposition.
UIST Adjunct
Sungyong Shin, Hyeonbeom Yi, Junsuk Seo, Chi Yoon Jeong, Chang Hee Lee, Woohun Lee, Juhan Nam
2025 J jnl
Hear What Matters! Text-conditioned Selective Video-to-Audio Generation.
CoRR
Junwon Lee, Juhan Nam, Jiyoung Lee
2025 J jnl
KAD: No More FAD! An Effective and Efficient Evaluation Metric for Audio Generation.
CoRR
Yoonjin Chung, Pilsun Eu, Junwon Lee, Keunwoo Choi, Juhan Nam, Ben Sangbae Chon
2025 J jnl
LLM2Fx-Tools: Tool Calling For Music Post-Production.
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Woosung Choi, Wei-Hsiang Liao, Qiyu Wu, Juhan Nam, Yuki Mitsufuji
2025 J jnl
MUST-RAG: MUSical Text Question Answering with Retrieval Augmented Generation.
CoRR
Daeyong Kwon, Seungheon Doh, Juhan Nam
2025 — conf
Matchmaker: An Open-Source Library for Real-Time Piano Score Following and Systematic Evaluation.
ISMIR
Jiyun Park, Carlos Eduardo Cancino-Chacón, Suhit Chiruthapudi, Juhan Nam
2025 J jnl
Matchmaker: An Open-source Library for Real-time Piano Score Following and Systematic Evaluation.
CoRR
Jiyun Park, Carlos Eduardo Cancino-Chacón, Suhit Chiruthapudi, Juhan Nam
2025 J jnl
Motive-level Analysis of Form-functions Association in Korean Folk song.
CoRR
Danbinaerin Han, Dasaem Jeong, Juhan Nam
2025 — conf
On the de-duplication of the Lakh MIDI dataset.
ISMIR
Eunjin Choi, Hyerin Kim, Jiwoo Ryu, Juhan Nam, Dasaem Jeong
2025 J jnl
On the de-duplication of the Lakh MIDI dataset.
CoRR
Eunjin Choi, Hyerin Kim, Jiwoo Ryu, Juhan Nam, Dasaem Jeong
2025 — conf
PianoBind: A Multimodal Joint Embedding Model for Pop-piano Music.
ISMIR
Hayeon Bang, Eunjin Choi, Seungheon Doh, Juhan Nam
2025 J jnl
PianoBind: A Multimodal Joint Embedding Model for Pop-piano Music.
CoRR
Hayeon Bang, Eunjin Choi, Seungheon Doh, Juhan Nam
2025 — conf
PianoVAM: A Multimodal Piano Performance Dataset.
ISMIR
Yonghyun Kim, Junhyung Park, Joonhyung Bae, Kirak Kim, Taegyun Kwon, Alexander Lerch, Juhan Nam
2025 J jnl
PianoVAM: A Multimodal Piano Performance Dataset.
CoRR
Yonghyun Kim, Junhyung Park, Joonhyung Bae, Kirak Kim, Taegyun Kwon, Alexander Lerch, Juhan Nam
2025 — conf
Predicting Flutist Onset Timing in Duet Performance: A Multimodal Analysis of Gesture and Breath Cues.
ISMIR
Jaeran Choi, Taegyun Kwon, Juhan Nam
2025 — ed.
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
ISMIR
Juhan Nam, Dasaem Jeong, Keunwoo Choi, Li Su, Magdalena Fuentes, Tomoyasu Nakano, Xiao Hu, Hao-Wen (Herman) Dong
2025 J jnl
TALKPLAY: Multimodal Music Recommendation with Large Language Models.
CoRR
Seungheon Doh, Keunwoo Choi, Juhan Nam
2025 J jnl
TalkPlay-Tools: Conversational Music Recommendation with LLM Tool Calling.
CoRR
Seungheon Doh, Keunwoo Choi, Juhan Nam
2025 J jnl
TalkPlayData 2: An Agentic Synthetic Data Pipeline for Multimodal Conversational Music Recommendation.
CoRR
Keunwoo Choi, Seungheon Doh, Juhan Nam
2025 Misc conf
Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges.
ICASSP
Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Twenty-Five Years of MIR Research: Achievements, Practices, Evaluations, and Future Challenges.
CoRR
Geoffroy Peeters, Zafar Rafii, Magdalena Fuentes, Zhiyao Duan, Emmanouil Benetos, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Two Web Toolkits for Multimodal Piano Performance Dataset Acquisition and Fingering Annotation.
CoRR
Junhyung Park, Yonghyun Kim, Joonhyung Bae, Kirak Kim, Taegyun Kwon, Alexander Lerch, Juhan Nam
2024 J jnl
A Real-Time Lyrics Alignment System Using Chroma And Phonetic Features For Classical Vocal Performance.
CoRR
Jiyun Park, Sangeon Yong, Taegyun Kwon, Juhan Nam
2024 Misc conf
A Real-Time Lyrics Alignment System Using Chroma and Phonetic Features for Classical Vocal Performance.
ICASSP
Jiyun Park, Sangeon Yong, Taegyun Kwon, Juhan Nam
2024 J jnl
CONMOD: Controllable Neural Frame-based Modulation Effects.
CoRR
Gyubin Lee, Hounsu Kim, Junwon Lee, Juhan Nam
2024 J jnl
DIFFRENT: A Diffusion Model for Recording Environment Transfer of Speech.
CoRR
Jaekwon Im, Juhan Nam
2024 Misc conf
DiffRENT: A Diffusion Model for Recording Environment Transfer of Speech.
ICASSP
Jaekwon Im, Juhan Nam
2024 Misc conf
Enhancing Spatial Audio Generation with Source Separation and Channel Panning Loss.
ICASSP
Wootaek Lim, Juhan Nam
2024 Misc conf
Enriching Music Descriptions with A Finetuned-LLM and Metadata for Text-to-Music Retrieval.
ICASSP
Seungheon Doh, Minhee Lee, Dasaem Jeong, Juhan Nam
2024 J jnl
Enriching Music Descriptions with a Finetuned-LLM and Metadata for Text-to-Music Retrieval.
CoRR
Seungheon Doh, Minhee Lee, Dasaem Jeong, Juhan Nam
2024 Misc conf
Expressive Acoustic Guitar Sound Synthesis with an Instrument-Specific Input Representation and Diffusion Outpainting.
ICASSP
Hounsu Kim, Soonbeom Choi, Juhan Nam
2024 J jnl
Expressive Acoustic Guitar Sound Synthesis with an Instrument-Specific Input Representation and Diffusion Outpainting.
CoRR
Hounsu Kim, Soonbeom Choi, Juhan Nam
2024 — conf
K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling.
LREC/COLING
Haven Kim, Jongmin Jung, Dasaem Jeong, Juhan Nam
2024 — conf
Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models.
ISMIR
Seungheon Doh, Keunwoo Choi, Daeyong Kwon, Taesoo Kim, Juhan Nam
2024 J jnl
Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models.
CoRR
Seungheon Doh, Keunwoo Choi, Daeyong Kwon, Taesu Kim, Juhan Nam
2024 J jnl
Musical Word Embedding for Music Tagging and Retrieval.
CoRR
Seungheon Doh, Jongpil Lee, Dasaem Jeong, Juhan Nam
2024 J jnl
PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text.
CoRR
Hayeon Bang, Eunjin Choi, Megan Finch, Seungheon Doh, Seolhee Lee, Gyeong-Hoon Lee, Juhan Nam
2024 J jnl
Predicting User Intents and Musical Attributes from Music Discovery Conversations.
CoRR
Daeyong Kwon, Seungheon Doh, Juhan Nam
2024 — conf
Quantitative Analysis of Melodic Similarity in Music Copyright Infringement Cases.
ISMIR
Saebyul Park, Halla Kim, Jiye Jung, Juyong Park, Jeounghoon Kim, Juhan Nam
2024 J jnl
T-FOLEY: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound Synthesis.
CoRR
Yoonjin Chung, Junwon Lee, Juhan Nam
2024 Misc conf
T-Foley: A Controllable Waveform-Domain Diffusion Model for Temporal-Event-Guided Foley Sound Synthesis.
ICASSP
Yoonjin Chung, Junwon Lee, Juhan Nam
2024 J jnl
Towards Efficient and Real-Time Piano Transcription Using Neural Autoregressive Models.
CoRR
Taegyun Kwon, Dasaem Jeong, Juhan Nam
2024 J jnl
Towards Efficient and Real-Time Piano Transcription Using Neural Autoregressive Models.
IEEE ACM Trans. Audio Speech Lang. Process.
Taegyun Kwon, Dasaem Jeong, Juhan Nam
2024 J jnl
Video-Foley: Two-Stage Video-To-Sound Generation via Temporal Event Condition For Foley Sound.
CoRR
Junwon Lee, Jaekwon Im, Dabin Kim, Juhan Nam
2024 Misc conf
VoiceLDM: Text-to-Speech with Environmental Context.
ICASSP
Yeonghyeon Lee, Inmo Yeon, Juhan Nam, Joon Son Chung
2023 — conf
A Computational Evaluation Framework for Singable Lyric Translation.
ISMIR
Haven Kim, Kento Watanabe, Masataka Goto, Juhan Nam
2023 J jnl
A Computational Evaluation Framework for Singable Lyric Translation.
CoRR
Haven Kim, Kento Watanabe, Masataka Goto, Juhan Nam
2023 Misc conf
A Phoneme-Informed Neural Network Model For Note-Level Singing Transcription.
ICASSP
Sangeon Yong, Li Su, Juhan Nam
2023 J jnl
A Phoneme-Informed Neural Network Model for Note-Level Singing Transcription.
CoRR
Sangeon Yong, Li Su, Juhan Nam
2023 Misc conf
A Study of Audio Mixing Methods for Piano Transcription in Violin-Piano Ensembles.
ICASSP
Hyemi Kim, Jiyun Park, Taegyun Kwon, Dasaem Jeong, Juhan Nam
2023 J jnl
A study of audio mixing methods for piano transcription in violin-piano ensembles.
CoRR
Hyemi Kim, Jiyun Park, Taegyun Kwon, Dasaem Jeong, Juhan Nam
2023 — conf
All-in-One Metrical and Functional Structure Analysis with Neighborhood Attentions on Demixed Audio.
WASPAA
Taejun Kim, Juhan Nam
2023 J jnl
Editorial for TISMIR Special Collection: Cultural Diversity in MIR Research.
Trans. Int. Soc. Music. Inf. Retr.
Zhiyao Duan, Peter van Kranenburg, Juhan Nam, Preeti Rao
2023 J jnl
K-pop Lyric Translation: Dataset, Analysis, and Neural-Modelling.
CoRR
Haven Kim, Jongmin Jung, Dasaem Jeong, Juhan Nam
2023 — conf
LP-MusicCaps: LLM-Based Pseudo Music Captioning.
ISMIR
Seungheon Doh, Keunwoo Choi, Jongpil Lee, Juhan Nam
2023 J jnl
LP-MusicCaps: LLM-Based Pseudo Music Captioning.
CoRR
Seungheon Doh, Keunwoo Choi, Jongpil Lee, Juhan Nam
2023 — conf
Motion to Dance Music Generation using Latent Diffusion Model.
SIGGRAPH Asia Technical Communications
Vanessa Tan, Junghyun Nam, Juhan Nam, Junyong Noh
2023 J jnl
Music Playlist Title Generation Using Artist Information.
CoRR
Haven Kim, Seungheon Doh, Junwon Lee, Juhan Nam
2023 — conf
PrimaDNN': A Characteristics-Aware DNN Customization for Singing Technique Detection.
EUSIPCO
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa
2023 J jnl
PrimaDNN': A Characteristics-aware DNN Customization for Singing Technique Detection.
CoRR
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa
2023 — conf
Sense of Convergence: Exploring the Artistic Potential of Cross-modal Sensory Transfer in Virtual Reality.
ISMAR-Adjunct
Eugene Hwang, Joonhyung Bae, Wonil Kim, Juhan Nam, Jeongmi Lee
2023 Misc conf
Textless Speech-to-Music Retrieval Using Emotion Similarity.
ICASSP
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2023 J jnl
Textless Speech-to-Music Retrieval Using Emotion Similarity.
CoRR
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2023 J jnl
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.
CoRR
Ilaria Manco, Benno Weck, Seungheon Doh, Minz Won, Yixiao Zhang, Dmitry Bogdanov, Yusong Wu, Ke Chen, Philip Tovstogan, Emmanouil Benetos, Elio Quinton, György Fazekas, Juhan Nam
2023 Misc conf
Toward Universal Text-To-Music Retrieval.
ICASSP
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2023 J jnl
VoiceLDM: Text-to-Speech with Environmental Context.
CoRR
Yeonghyeon Lee, Inmo Yeon, Juhan Nam, Joon Son Chung
2022 Misc conf
A Melody-Unsupervision Model for Singing Voice Synthesis.
ICASSP
Soonbeom Choi, Juhan Nam
2022 J jnl
Analysis and Detection of Singing Techniques in Repertoires of J-POP Solo Singers.
CoRR
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa
2022 — conf
Analysis and detection of singing techniques in repertoires of J-POP solo singers.
ISMIR
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa
2022 — conf
Classy Trash Monster: An Educational Game for Teaching Machine Learning to Non-major Students.
CHI Extended Abstracts
Joonhyung Bae, Karam Eum, Haram Kwon, Seolhee Lee, Juhan Nam, Young Yim Doh
2022 J jnl
Deep Learning and Knowledge Integration for Music Audio Analysis (Dagstuhl Seminar 22082).
Dagstuhl Reports
Meinard Müller, Rachel M. Bittner, Juhan Nam
2022 A conf
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification.
INTERSPEECH
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa
2022 J jnl
Deformable CNN and Imbalance-Aware Feature Learning for Singing Technique Classification.
CoRR
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa
2022 J jnl
Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words.
CoRR
Taesu Kim, Seungheon Doh, Gyunpyo Lee, Hyungseok Jeon, Juhan Nam, Hyeon-Jeong Suk
2022 J jnl
Neural Vocoder Feature Estimation for Dry Singing Voice Separation.
CoRR
Jaekwon Im, Soonbeom Choi, Sangeon Yong, Juhan Nam
2022 Misc conf
Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music.
ICASSP
Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim, Taehyoung Kim, Juhan Nam
2022 J jnl
Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music.
CoRR
Sangeun Kum, Jongpil Lee, Keunhyoung Luke Kim, Taehyoung Kim, Juhan Nam
2022 Misc conf
Seung-ee and Kkaebi: A VR-Mobile Cross Platform Game based on Co-Presence for a Balanced Immersive Experience.
CHI PLAY
Jinwook Kim, Pooseung Koh, Seokjun Kang, Hyunyoung Jang, Jeongmi Lee, Juhan Nam, Young Yim Doh
2022 — conf
The Melody of the Mysterious Stones: A VR Mindfulness Game Using Sound Spatialization.
CHI Extended Abstracts
Haven Kim, Jaeran Choi, Young Yim Doh, Juhan Nam
2022 J jnl
Toward Universal Text-to-Music Retrieval.
CoRR
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
2022 — conf
YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations.
ISMIR
Eunjin Choi, Yoonjin Chung, Seolhee Lee, JongIk Jeon, Taegyun Kwon, Juhan Nam
2022 J jnl
YM2413-MDB: A Multi-Instrumental FM Video Game Music Dataset with Emotion Annotations.
CoRR
Eunjin Choi, Yoonjin Chung, Seolhee Lee, JongIk Jeon, Taegyun Kwon, Juhan Nam
2021 J jnl
A Melody-Unsupervision Model for Singing Voice Synthesis.
CoRR
Soonbeom Choi, Juhan Nam
2021 — conf
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation.
ISMIR
Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang
2021 J jnl
EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation.
CoRR
Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang
2021 — conf
Investigating Time-Frequency Representations for Audio Feature Extraction in Singing Technique Classification.
APSIPA ASC
Yuya Yamamoto, Juhan Nam, Hiroko Terasawa, Yuzuru Hiraga
2021 — conf
Learning a cross-domain embedding space of vocal and mixed audio with a structure-preserving triplet loss.
ISMIR
Keunhyoung Luke Kim, Jongpil Lee, Sangeun Kum, Juhan Nam
2021 J jnl
Music Playlist Title Generation: A Machine-Translation Approach.
CoRR
Seungheon Doh, Junwon Lee, Juhan Nam
2021 J jnl
PocketVAE: A Two-step Model for Groove Generation and Control.
CoRR
Kyungyun Lee, Wonil Kim, Juhan Nam
2021 — ed.
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021
ISMIR
Jin Ha Lee, Alexander Lerch, Zhiyao Duan, Juhan Nam, Preeti Rao, Peter van Kranenburg, Ajay Srinivasamurthy
2021 — conf
Reverse-Engineering The Transition Regions of Real-World DJ Mixes using Sub-band Analysis with Convex Optimization.
NIME
Taejun Kim, Yi-Hsuan Yang, Juhan Nam
2020 — conf
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment.
ISMIR
Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
2020 J jnl
A Computational Analysis of Real-World DJ Mixes using Mix-To-Track Subsequence Alignment.
CoRR
Taejun Kim, Minsuk Choi, Evan Sacks, Yi-Hsuan Yang, Juhan Nam
2020 Misc conf
Disentangled Multidimensional Metric Learning for Music Similarity.
ICASSP
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
2020 J jnl
Disentangled Multidimensional Metric Learning for Music Similarity.
CoRR
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
2020 Misc conf
Korean Singing Voice Synthesis Based on Auto-Regressive Boundary Equilibrium Gan.
ICASSP
Soonbeom Choi, Wonil Kim, Saebyul Park, Sangeon Yong, Juhan Nam
2020 J jnl
Metric Learning vs Classification for Disentangled Music Representation Learning.
CoRR
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
2020 — conf
Metric learning vs classification for disentangled music representation learning.
ISMIR
Jongpil Lee, Nicholas J. Bryan, Justin Salamon, Zeyu Jin, Juhan Nam
2020 J jnl
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music.
CoRR
Seungheon Doh, Jongpil Lee, Tae Hong Park, Juhan Nam
2020 J jnl
Novelty and influence of creative works, and quantifying patterns of advances based on probabilistic references networks.
EPJ Data Sci.
Doheum Park, Juhan Nam, Juyong Park
2020 — conf
Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model.
ISMIR
Taegyun Kwon, Dasaem Jeong, Juhan Nam
2020 J jnl
Polyphonic Piano Transcription Using Autoregressive Multi-State Note Model.
CoRR
Taegyun Kwon, Dasaem Jeong, Juhan Nam
2020 J jnl
Semantic Tagging of Singing Voices in Popular Music Recordings.
IEEE ACM Trans. Audio Speech Lang. Process.
Keunhyoung Luke Kim, Jongpil Lee, Sangeun Kum, Chae Lin Park, Juhan Nam
2020 — conf
Semi-supervised learning using teacher-student models for vocal melody extraction.
ISMIR
Sangeun Kum, Jing-Hua Lin, Li Su, Juhan Nam
2020 J jnl
Semi-supervised learning using teacher-student models for vocal melody extraction.
CoRR
Sangeun Kum, Jing-Hua Lin, Li Su, Juhan Nam
2019 — conf
A Cross-Scape Plot Representation for Visualizing Symbolic Melodic Similarity.
ISMIR
Saebyul Park, Taegyun Kwon, Jongpil Lee, Jeounghoon Kim, Juhan Nam
2019 J jnl
Comparison and Analysis of SampleCNN Architectures for Audio Classification.
IEEE J. Sel. Top. Signal Process.
Taejun Kim, Jongpil Lee, Juhan Nam
2019 J jnl
Deep Learning for Audio-Based Music Classification and Tagging: Teaching Computers to Distinguish Rock from Bach.
IEEE Signal Process. Mag.
Juhan Nam, Keunwoo Choi, Jongpil Lee, Szu-Yu Chou, Yi-Hsuan Yang
2019 A* conf
Graph Neural Network for Music Score Data and Modeling Expressive Piano Performance.
ICML
Dasaem Jeong, Taegyun Kwon, Yoojin Kim, Juhan Nam
2019 J jnl
Introduction to the Issue on Data Science: Machine Learning for Audio Signal Processing.
IEEE J. Sel. Top. Signal Process.
Hendrik Purwins, Bob L. T. Sturm, Bo Li, Juhan Nam, Abeer Alwan
2019 — conf
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice.
ISMIR
Kyungyun Lee, Juhan Nam
2019 J jnl
Learning a Joint Embedding Space of Monophonic and Mixed Music Signals for Singing Voice.
CoRR
Kyungyun Lee, Juhan Nam
2019 J jnl
Quantifying Novelty and Influence, and the Patterns of Paradigm Shifts.
CoRR
Doheum Park, Juhan Nam, Juyong Park
2019 J jnl
Representation Learning of Music Using Artist, Album, and Track Information.
CoRR
Jongpil Lee, Jiyoung Park, Juhan Nam
2019 J jnl
Temporal Feedback Convolutional Recurrent Neural Networks for Keyword Spotting.
CoRR
Taejun Kim, Juhan Nam
2019 — conf
VirtuosoNet: A Hierarchical RNN-based System for Modeling Expressive Piano Performance.
ISMIR
Dasaem Jeong, Taegyun Kwon, Yoojin Kim, Kyogu Lee, Juhan Nam
2019 J jnl
Zero-shot Learning and Knowledge Transfer in Music Classification and Tagging.
CoRR
Jeong Choi, Jongpil Lee, Jiyoung Park, Juhan Nam
2019 — conf
Zero-shot Learning for Audio-based Music Classification and Tagging.
ISMIR
Jeong Choi, Jongpil Lee, Jiyoung Park, Juhan Nam
2019 J jnl
Zero-shot Learning for Audio-based Music Classification and Tagging.
CoRR
Jeong Choi, Jongpil Lee, Jiyoung Park, Juhan Nam
2018 J jnl
A Hybrid of Deep Audio Feature and i-vector for Artist Recognition.
CoRR
Jiyoung Park, Donghyun Kim, Jongpil Lee, Sangeun Kum, Juhan Nam
2018 — conf
A Timbre-based Approach to Estimate Key Velocity from Polyphonic Piano Recordings.
ISMIR
Dasaem Jeong, Taegyun Kwon, Juhan Nam
2018 J jnl
Deep Content-User Embedding Model for Music Recommendation.
CoRR
Jongpil Lee, Kyungyun Lee, Jiyoung Park, Jangyeon Park, Juhan Nam
2018 — conf
Representation Learning of Music Using Artist Labels.
ISMIR
Jiyoung Park, Jongpil Lee, Jangyeon Park, Jung-Woo Ha, Juhan Nam
2018 — conf
Revisiting Singing Voice Detection: A quantitative review and the future outlook.
ISMIR
Kyungyun Lee, Keunwoo Choi, Juhan Nam
2018 J jnl
Revisiting Singing Voice Detection: a Quantitative Review and the Future Outlook.
CoRR
Kyungyun Lee, Keunwoo Choi, Juhan Nam
2018 Misc conf
Sample-Level CNN Architectures for Music Auto-Tagging Using Raw Waveforms.
ICASSP
Taejun Kim, Jongpil Lee, Juhan Nam
2018 Misc conf
Singing Expression Transfer from One Voice to Another for a Given Song.
ICASSP
Sangeon Yong, Juhan Nam
2017 J jnl
Audio-to-score alignment of piano music using RNN-based automatic music transcription.
CoRR
Taegyun Kwon, Dasaem Jeong, Juhan Nam
2017 — conf
Combining Multi-Scale Features Using Sample-Level Deep Convolutional Neural Networks for Weakly Supervised Sound Event Detection.
DCASE
Jongpil Lee, Jiyoung Park, Sangeun Kum, Youngho Jeong, Juhan Nam
2017 B conf
ForceClicks: Enabling Efficient Button Interaction with Single Finger Touch.
TEI
Sangeon Yong, Edward Jangwon Lee, Roshan Lalintha Peiris, Liwei Chan, Juhan Nam
2017 J jnl
Multi-Level and Multi-Scale Feature Aggregation Using Pre-trained Convolutional Neural Networks for Music Auto-tagging.
CoRR
Jongpil Lee, Juhan Nam
2017 J jnl
Multi-Level and Multi-Scale Feature Aggregation Using Pretrained Convolutional Neural Networks for Music Auto-Tagging.
IEEE Signal Process. Lett.
Jongpil Lee, Juhan Nam
2017 J jnl
Multi-Level and Multi-Scale Feature Aggregation Using Sample-level Deep Convolutional Neural Networks for Music Classification.
CoRR
Jongpil Lee, Juhan Nam
2017 — conf
Note Intensity Estimation of Piano Recordings by Score-Informed NMF.
Semantic Audio
Dasaem Jeong, Juhan Nam
2017 J jnl
Raw Waveform-based Audio Classification Using Sample-level CNN Architectures.
CoRR
Jongpil Lee, Taejun Kim, Jiyoung Park, Juhan Nam
2017 J jnl
Representation Learning of Music Using Artist Labels.
CoRR
Jiyoung Park, Jongpil Lee, Jangyeon Park, Jung-Woo Ha, Juhan Nam
2017 J jnl
Sample-level CNN Architectures for Music Auto-tagging Using Raw Waveforms.
CoRR
Taejun Kim, Jongpil Lee, Juhan Nam
2017 J jnl
Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms.
CoRR
Jongpil Lee, Jiyoung Park, Keunhyoung Luke Kim, Juhan Nam
2017 — conf
Use the Force: Incorporating Touch Force Sensors into Mobile Music Interaction.
CMMR
Edward Jangwon Lee, Sangeon Yong, Soonbeom Choi, Liwei Chan, Roshan Lalintha Peiris, Juhan Nam
2016 — conf
Melody Extraction on Vocal Segments Using Multi-Column Deep Neural Networks.
ISMIR
Sangeun Kum, Changheun Oh, Juhan Nam
2015 — conf
Augmenting Room Acoustics and System Interaction for Intentional Control of Audio Feedback.
ICMC
Seunghun Kim, Graham Wakefield, Juhan Nam
2015 C conf
Toward Certain Sonic Properties of an Audio Feedback System by Evolutionary Control of Second-Order Structures.
EvoMUSART
Seunghun Kim, Juhan Nam, Graham Wakefield
2013 — conf
Acoustic scene classification using sparse feature learning and event-based pooling.
WASPAA
Kyogu Lee, Ziwon Hyung, Juhan Nam
2012 — conf
Learning Sparse Feature Representations for Music Annotation and Retrieval.
ISMIR
Juhan Nam, Jorge Herrera, Malcolm Slaney, Julius O. Smith III
2012 J jnl
Optimized Polynomial Spline Basis Function Design for Quasi-Bandlimited Classical Waveform Synthesis.
IEEE Signal Process. Lett.
Jussi Pekonen, Juhan Nam, Julius O. Smith III, Vesa Välimäki
2012 — conf
Sound Recognition in Mixtures.
LVA/ICA
Juhan Nam, Gautham J. Mysore, Paris Smaragdis
2011 — conf
A Classification-Based Polyphonic Piano Transcription Approach Using Learned Feature Representations.
ISMIR
Juhan Nam, Jiquan Ngiam, Honglak Lee, Malcolm Slaney
2011 A* conf
Multimodal Deep Learning.
ICML
Jiquan Ngiam, Aditya Khosla, Mingyu Kim, Juhan Nam, Honglak Lee, Andrew Y. Ng
2010 A conf
A super-resolution spectrogram using coupled PLCA.
INTERSPEECH
Juhan Nam, Gautham J. Mysore, Joachim Ganseman, Kyogu Lee, Jonathan S. Abel
2010 J jnl
Alias-Suppressed Oscillators Based on Differentiated Polynomial Waveforms.
IEEE Trans. Speech Audio Process.
Vesa Välimäki, Juhan Nam, Julius O. Smith III, Jonathan S. Abel
2010 J jnl
Efficient Antialiasing Oscillator Algorithms Using Low-Order Fractional Delay Filters.
IEEE Trans. Speech Audio Process.
Juhan Nam, Vesa Välimäki, Jonathan S. Abel, Julius O. Smith III