Marco A. Martínez Ramírez

2025

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Reductive, Exclusionary, Normalising: The Limits of Generative AI Music.
Fabio Morreale|Marco A. Martínez Ramírez|Raul Masu|Wei-Hsiang Liao|Yuki Mitsufuji
Transactions of the International Society for Music Information Retrieval (TISMIR) 2025 Volume 8 Issue 1
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Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
Yixiao Zhang|Yukara Ikemiya|Woosung Choi|Naoki Murata|Marco A. Martínez Ramírez|Liwei Lin|Gus Xia|Wei-Hsiang Liao|Yuki Mitsufuji|Simon Dixon
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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ITO-Master: Inference-Time Optimization for Audio Effects Modeling of Music Mastering Processors.
Junghyun Koo|Marco A. Martínez Ramírez|Wei-Hsiang Liao|Giorgio Fabbro|Michele Mancusi|Yuki Mitsufuji
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025
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Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures.
Yen-Tung Yeh|Junghyun Koo|Marco A. Martínez Ramírez|Wei-Hsiang Liao|Yi-Hsuan Yang|Yuki Mitsufuji
Proceedings of the 26th International Society for Music Information Retrieval Conference, ISMIR 2025, Daejeon, South Korea, September 21-25, 2025

2024

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The Sound Demixing Challenge 2023 - Music Demixing Track.
Giorgio Fabbro|Stefan Uhlich|Chieh-Hsin Lai|Woosung Choi|Marco A. Martínez Ramírez|Wei-Hsiang Liao|Igor Gadelha|Geraldo Ramos|Eddie Hsu|Hugo Rodrigues|Fabian-Robert Stöter|Alexandre Défossez|Yi Luo|Jianwei Yu|Dipam Chakraborty|Sharada P. Mohanty|Roman A. Solovyev|Alexander L. Stempkovskiy|Tatiana Habruseva|Nabarun Goswami|Tatsuya Harada|Minseok Kim|Jun Hyung Lee|Yuanliang Dong|Xinran Zhang|Jiafeng Liu|Yuki Mitsufuji
Transactions of the International Society for Music Information Retrieval (TISMIR) 2024 Volume 7 Issue 1

2022

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Distortion Audio Effects: Learning How to Recover the Clean Signal.
Johannes Imort|Giorgio Fabbro|Marco A. Martínez Ramírez|Stefan Uhlich|Yuichiro Koyama|Yuki Mitsufuji
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022
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Automatic music mixing with deep learning and out-of-domain data.
Marco A. Martínez Ramírez|Wei-Hsiang Liao|Chihiro Nagashima|Giorgio Fabbro|Stefan Uhlich|Yuki Mitsufuji
Proceedings of the 23rd International Society for Music Information Retrieval Conference, ISMIR 2022, Bengaluru, India, December 4-8, 2022