2021

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Semi-supervised Music Tagging Transformer
Minz Won | Keunwoo Choi | Xavier Serra
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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SpecTNT: a Time-Frequency Transformer for Music Audio
Wei Tsung Lu | Ju-Chiang Wang | Minz Won | Keunwoo Choi | Xuchen Song
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Decoupling Magnitude and Phase Estimation with Deep ResUNet for Music Source Separation
Qiuqiang Kong | Yin Cao | Haohe Liu | Keunwoo Choi | Yuxuan Wang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

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Listen, Read, and Identify: Multimodal Singing Language Identification of Music
Keunwoo Choi | Yuxuan Wang
Proceedings of the 22nd International Society for Music Information Retrieval Conference, ISMIR 2021, Online, November 7-12, 2021

2019

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Deep Unsupervised Drum Transcription
Keunwoo Choi | Kyunghyun Cho
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

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mirdata: Software for Reproducible Usage of Datasets
Rachel M. Bittner | Magdalena Fuentes | David Rubinstein | Andreas Jansson | Keunwoo Choi | Thor Kell
Proceedings of the 20th International Society for Music Information Retrieval Conference, ISMIR 2019, Delft, The Netherlands, November 4-8, 2019

2018

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Revisiting Singing Voice Detection: A quantitative review and the future outlook
Kyungyun Lee | Keunwoo Choi | Juhan Nam
Proceedings of the 19th International Society for Music Information Retrieval Conference, ISMIR 2018, Paris, France, September 23-27, 2018

2017

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Transfer Learning for Music Classification and Regression Tasks
Keunwoo Choi | György Fazekas | Mark B. Sandler | Kyunghyun Cho
Proceedings of the 18th International Society for Music Information Retrieval Conference, ISMIR 2017, Suzhou, China, October 23-27, 2017

2016

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Automatic Tagging Using Deep Convolutional Neural Networks
Keunwoo Choi | György Fazekas | Mark B. Sandler
Proceedings of the 17th International Society for Music Information Retrieval Conference, ISMIR 2016, New York City, United States, August 7-11, 2016

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