Marco A. Martínez-Ramírez

Researcher, Sony AI

Joined

May 2024

Names

Marco A. Martínez-Ramírez (Preferred)

Emails

****@sony.com (Confirmed)

Personal Links

Career & Education History

Researcher

Sony AI (sony.com)

2021 – Present

PhD student

Queen Mary, University of London (qmul.ac.uk)

2016 – 2020

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

LLM2Fx-Tools: Tool Calling For Music Post-Production
SeungHeon Doh, Junghyun Koo, Marco A. Martínez-Ramírez, Woosung Choi, Wei-Hsiang Liao, Qiyu Wu, Juhan Nam, Yuki Mitsufuji
- KSMI 2026 Oral
- Readers: Everyone
LLM2Fx-Tools: Tool Calling for Music Post-Production
SeungHeon Doh, Junghyun Koo, Marco A. Martínez-Ramírez, Woosung Choi, Wei-Hsiang Liao, Qiyu Wu, Juhan Nam, Yuki Mitsufuji
- ICLR 2026 Poster
- Readers: Everyone
Large-Scale Training Data Attribution for Music Generative Models via Unlearning
Woosung Choi, Junghyun Koo, Kin Wai Cheuk, Joan Serrà, Marco A. Martínez-Ramírez, Yukara Ikemiya, Naoki Murata, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
- NeurIPS Creative AI Track 2025
- Readers: Everyone
Music Foundation Model as Generic Booster for Music Downstream Tasks
Wei-Hsiang Liao, Yuhta Takida, Yukara Ikemiya, Zhi Zhong, Chieh-Hsin Lai, Giorgio Fabbro, Kazuki Shimada, Keisuke Toyama, Kin Wai Cheuk, Marco A. Martínez-Ramírez, Shusuke Takahashi, Stefan Uhlich, Taketo Akama, Woosung Choi, Yuichiro Koyama, Yuki Mitsufuji
- Accepted by TMLR
- Readers: Everyone
VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression
Yunkee Chae, Woosung Choi, Yuhta Takida, Junghyun Koo, Yukara Ikemiya, Zhi Zhong, Kin Wai Cheuk, Marco A. Martínez-Ramírez, Kyogu Lee, Wei-Hsiang Liao, Yuki Mitsufuji
- Compression Workshop @ NeurIPS 2024
- Readers: Everyone

Co-Authors