Seungheon Doh

According to our database, Seungheon Doh authored at least 16 papers between 2020 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Predicting User Intents and Musical Attributes from Music Discovery Conversations.

Daeyong Kwon, Seungheon Doh, Juhan Nam

CoRR, 2024

Music Discovery Dialogue Generation Using Human Intent Analysis and Large Language Models.

Seungheon Doh, Keunwoo Choi, Daeyong Kwon, Taesu Kim, Juhan Nam

CoRR, 2024

PIAST: A Multimodal Piano Dataset with Audio, Symbolic and Text.

Hayeon Bang, Eunjin Choi, Megan Finch, Seungheon Doh, Seolhee Lee, Gyeong-Hoon Lee, Juhan Nam

CoRR, 2024

Musical Word Embedding for Music Tagging and Retrieval.

Seungheon Doh, Jongpil Lee, Dasaem Jeong, Juhan Nam

CoRR, 2024

Enriching Music Descriptions with A Finetuned-LLM and Metadata for Text-to-Music Retrieval.

Seungheon Doh, Minhee Lee, Dasaem Jeong, Juhan Nam

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation.

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

CoRR, 2023

Music Playlist Title Generation Using Artist Information.

Haven Kim, Seungheon Doh, Junwon Lee, Juhan Nam

CoRR, 2023

LP-MusicCaps: LLM-Based Pseudo Music Captioning.

Seungheon Doh, Keunwoo Choi, Jongpil Lee, Juhan Nam

Proceedings of the 24th International Society for Music Information Retrieval Conference, 2023

Toward Universal Text-To-Music Retrieval.

Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam

Proceedings of the IEEE International Conference on Acoustics, 2023

Textless Speech-to-Music Retrieval Using Emotion Similarity.

Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam

Proceedings of the IEEE International Conference on Acoustics, 2023

Annotator Subjectivity in the MusicCaps Dataset.

Minhee Lee, Seungheon Doh, Dasaem Jeong

Proceedings of the 2nd Workshop on Human-Centric Music Information Retrieval 2023 co-located with the 24th International Society for Music Information Retrieval Conference (ISMIR 2023), 2023

2022

Hi, KIA: A Speech Emotion Recognition Dataset for Wake-Up Words.

Taesu Kim, Seungheon Doh, Gyunpyo Lee, Hyungseok Jeon, Juhan Nam, Hyeon-Jeong Suk

CoRR, 2022

2021

Music Playlist Title Generation: A Machine-Translation Approach.

Seungheon Doh, Junwon Lee, Juhan Nam

CoRR, 2021

TräumerAI: Dreaming Music with StyleGAN.

Dasaem Jeong, Seungheon Doh, Taegyun Kwon

CoRR, 2021

EMOPIA: A Multi-Modal Pop Piano Dataset For Emotion Recognition and Emotion-based Music Generation.

Hsiao-Tzu Hung, Joann Ching, Seungheon Doh, Nabin Kim, Juhan Nam, Yi-Hsuan Yang

Proceedings of the 22nd International Society for Music Information Retrieval Conference, 2021

2020

Musical Word Embedding: Bridging the Gap between Listening Contexts and Music.

Seungheon Doh, Jongpil Lee, Tae Hong Park, Juhan Nam

CoRR, 2020