Seungheon Doh

34 papers Misc 3Journal 24Unranked 7
YearRankTypeTitle / Venue / Authors
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 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
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 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
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 — 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
2023 — conf
Annotator Subjectivity in the MusicCaps Dataset.
HCMIR@ISMIR
Minhee Lee, Seungheon Doh, Dasaem Jeong
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 J jnl
Music Playlist Title Generation Using Artist Information.
CoRR
Haven Kim, Seungheon Doh, Junwon Lee, Juhan Nam
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
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
Toward Universal Text-to-Music Retrieval.
CoRR
Seungheon Doh, Minz Won, Keunwoo 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 J jnl
Music Playlist Title Generation: A Machine-Translation Approach.
CoRR
Seungheon Doh, Junwon Lee, Juhan Nam
2021 J jnl
TräumerAI: Dreaming Music with StyleGAN.
CoRR
Dasaem Jeong, Seungheon Doh, Taegyun Kwon
2020 J jnl
Musical Word Embedding: Bridging the Gap between Listening Contexts and Music.
CoRR
Seungheon Doh, Jongpil Lee, Tae Hong Park, Juhan Nam