Minz Won

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 34

Top Topics

Music Retrieval

Genre Classification

Supervised Learning

Top Venues

Publications

Minz Won, Yun-Ning Hung, Duc Le
A Foundation Model for Music Informatics. ICASSP (2024)
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
Toward Universal Text-To-Music Retrieval. ICASSP (2023)
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
The Song Describer Dataset: a Corpus of Audio Captions for Music-and-Language Evaluation. CoRR (2023)
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Ju-Chiang Wang, Yun-Ning Hung, Dorien Herremans
Jointist: Simultaneous Improvement of Multi-instrument Transcription and Music Source Separation via Joint Training. CoRR (2023)
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
Textless Speech-to-Music Retrieval Using Emotion Similarity. ICASSP (2023)
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
Textless Speech-to-Music Retrieval Using Emotion Similarity. CoRR (2023)
Ju-Chiang Wang, Wei Tsung Lu, Minz Won
Mel-Band RoFormer for Music Source Separation. CoRR (2023)
Yun-Ning Hung, Ju-Chiang Wang, Minz Won, Duc Le
Scaling Up Music Information Retrieval Training with Semi-Supervised Learning. CoRR (2023)
Minz Won, Yun-Ning Hung, Duc Le
A Foundation Model for Music Informatics. CoRR (2023)
Yun-Ning Hung, Ju-Chiang Wang, Xuchen Song, Wei Tsung Lu, Minz Won
Modeling Beats and Downbeats with a Time-Frequency Transformer. ICASSP (2022)
Yun-Ning Hung, Ju-Chiang Wang, Xuchen Song, Wei Tsung Lu, Minz Won
Modeling Beats and Downbeats with a Time-Frequency Transformer. CoRR (2022)
Kin Wai Cheuk, Keunwoo Choi, Qiuqiang Kong, Bochen Li, Minz Won, Amy Hung, Ju-Chiang Wang, Dorien Herremans
Jointist: Joint Learning for Multi-instrument Transcription and Its Applications. CoRR (2022)
Seungheon Doh, Minz Won, Keunwoo Choi, Juhan Nam
Toward Universal Text-to-Music Retrieval. CoRR (2022)
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra
Emotion Embedding Spaces for Matching Music to Stories. ISMIR (2021)
Minz Won, Keunwoo Choi, Xavier Serra
Semi-Supervised Music Tagging Transformer. CoRR (2021)
Wei Tsung Lu, Ju-Chiang Wang, Minz Won, Keunwoo Choi, Xuchen Song
SpecTNT: a Time-Frequency Transformer for Music Audio. ISMIR (2021)
Wei Tsung Lu, Ju-Chiang Wang, Minz Won, Keunwoo Choi, Xuchen Song
SpecTNT: a Time-Frequency Transformer for Music Audio. CoRR (2021)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-Based Music Retrieval. ICASSP (2021)
Minz Won, Janne Spijkervet, Keunwoo Choi
Music Classification: Beyond Supervised Learning, Towards Real-world Applications. CoRR (2021)
Minz Won, Justin Salamon, Nicholas J. Bryan, Gautham J. Mysore, Xavier Serra
Emotion Embedding Spaces for Matching Music to Stories. CoRR (2021)
Minz Won, Keunwoo Choi, Xavier Serra
Semi-supervised Music Tagging Transformer. ISMIR (2021)
Minz Won, Sanghyuk Chun, Oriol Nieto, Xavier Serra
Data-Driven Harmonic Filters for Audio Representation Learning. ICASSP (2020)
Minz Won, Andres Ferraro, Dmitry Bogdanov, Xavier Serra
Evaluation of CNN-based Automatic Music Tagging Models. CoRR (2020)
Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
MediaEval 2020: Emotion and Theme Recognition in Music Using Jamendo. MediaEval (2020)
Filip Korzeniowski, Oriol Nieto, Matthew McCallum, Minz Won, Sergio Oramas, Erik M. Schmidt
Mood Classification Using Listening Data. CoRR (2020)
Minz Won, Sergio Oramas, Oriol Nieto, Fabien Gouyon, Xavier Serra
Multimodal Metric Learning for Tag-based Music Retrieval. CoRR (2020)
Filip Korzeniowski, Oriol Nieto, Matthew McCallum, Minz Won, Sergio Oramas, Erik M. Schmidt
Mood Classification Using Listening Data. ISMIR (2020)
Minz Won, Sanghyuk Chun, Xavier Serra
Toward Interpretable Music Tagging with Self-Attention. CoRR (2019)
Dmitry Bogdanov, Alastair Porter, Philip Tovstogan, Minz Won
MediaEval 2019: Emotion and Theme Recognition in Music Using Jamendo. MediaEval (2019)
Minz Won, Sanghyuk Chun, Xavier Serra
Visualizing and Understanding Self-attention based Music Tagging. CoRR (2019)
Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem
Transfer Learning of Artist Group Factors to Musical Genre Classification. WWW (Companion Volume) (2018)
Jaehun Kim, Minz Won, Xavier Serra, Cynthia C. S. Liem
Transfer Learning of Artist Group Factors to Musical Genre Classification. CoRR (2018)
Jaehun Kim, Minz Won, Cynthia C. S. Liem, Alan Hanjalic
Towards Seed-Free Music Playlist Generation: Enhancing Collaborative Filtering with Playlist Title Information. RecSys Challenge (2018)
Chang Wook Kim, Jaehun Kim, Kwangsub Kim, Minz Won
Single and Multi Column Neural Networks for Content-based Music Genre Recognition. MediaEval (2017)