Marco A. Martínez Ramírez

54 papers A* 2A 1C 1Misc 9Journal 33Unranked 7
YearRankTypeTitle / Venue / Authors
2025 J jnl
Automatic Music Mixing using a Generative Model of Effect Embeddings.
CoRR
Eloi Moliner, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Kin Wai Cheuk, Joan Serrà, Vesa Välimäki, Yuki Mitsufuji
2025 — conf
Can Large Language Models Predict Audio Effects Parameters from Natural Language?
WASPAA
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Can Large Language Models Predict Audio Effects Parameters from Natural Language?
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Juhan Nam, Yuki Mitsufuji
2025 J jnl
DiffVox: A Differentiable Model for Capturing and Analysing Professional Effects Distributions.
CoRR
Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Ben Hayes, Wei-Hsiang Liao, György Fazekas, Yuki Mitsufuji
2025 — conf
Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures.
ISMIR
Yen-Tung Yeh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yi-Hsuan Yang, Yuki Mitsufuji
2025 J jnl
Fx-Encoder++: Extracting Instrument-Wise Audio Effects Representations from Mixtures.
CoRR
Yen-Tung Yeh, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yi-Hsuan Yang, Yuki Mitsufuji
2025 — conf
ITO-Master: Inference-Time Optimization for Audio Effects Modeling of Music Mastering Processors.
ISMIR
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Michele Mancusi, Yuki Mitsufuji
2025 J jnl
ITO-Master: Inference-Time Optimization for Audio Effects Modeling of Music Mastering Processors.
CoRR
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Michele Mancusi, Yuki Mitsufuji
2025 — conf
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior.
WASPAA
Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Yuki Mitsufuji, György Fazekas
2025 J jnl
Improving Inference-Time Optimisation for Vocal Effects Style Transfer with a Gaussian Prior.
CoRR
Chin-Yun Yu, Marco A. Martínez Ramírez, Junghyun Koo, Wei-Hsiang Liao, Yuki Mitsufuji, György Fazekas
2025 — conf
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
ISMIR
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2025 J jnl
LLM2Fx-Tools: Tool Calling For Music Post-Production.
CoRR
Seungheon Doh, Junghyun Koo, Marco A. Martínez Ramírez, Woosung Choi, Wei-Hsiang Liao, Qiyu Wu, Juhan Nam, Yuki Mitsufuji
2025 J jnl
Large-Scale Training Data Attribution for Music Generative Models via Unlearning.
CoRR
Woosung Choi, Junghyun Koo, Kin Wai Cheuk, Joan Serrà, Marco A. Martínez Ramírez, Yukara Ikemiya, Naoki Murata, Yuhta Takida, Wei-Hsiang Liao, Yuki Mitsufuji
2025 Misc conf
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer.
ICASSP
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Eloi Moliner, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
2025 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
Trans. Mach. Learn. Res.
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
2025 J jnl
Reductive, Exclusionary, Normalising: The Limits of Generative AI Music.
Trans. Int. Soc. Music. Inf. Retr.
Fabio Morreale, Marco A. Martínez Ramírez, Raul Masu, Wei-Hsiang Liao, Yuki Mitsufuji
2025 J jnl
Reverse Engineering of Music Mixing Graphs with Differentiable Processors and Iterative Pruning.
CoRR
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
2025 Misc conf
Variable Bitrate Residual Vector Quantization for Audio Coding.
ICASSP
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
2024 J jnl
GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch.
CoRR
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
2024 J jnl
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data.
CoRR
Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang
2024 J jnl
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning.
CoRR
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 J jnl
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer.
CoRR
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
2024 J jnl
Music Foundation Model as Generic Booster for Music Downstream Tasks.
CoRR
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
2024 A* conf
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.
IJCAI
Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 J jnl
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models.
CoRR
Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
2024 J jnl
Searching For Music Mixing Graphs: A Pruning Approach.
CoRR
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
2024 J jnl
The Sound Demixing Challenge 2023 - Music Demixing Track.
Trans. Int. Soc. Music. Inf. Retr.
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
2024 Misc conf
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
ICASSP
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2024 Misc conf
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance.
ICASSP
Carlos Hernandez-Olivan, Koichi Saito, Naoki Murata, Chieh-Hsin Lai, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji
2024 J jnl
VRVQ: Variable Bitrate Residual Vector Quantization for Audio Compression.
CoRR
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
2023 Misc conf
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects.
ICASSP
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji
2023 J jnl
The Sound Demixing Challenge 2023 - Music Demixing Track.
CoRR
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
2023 J jnl
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription.
CoRR
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
2023 J jnl
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance.
CoRR
Carlos Hernandez-Olivan, Koichi Saito, Naoki Murata, Chieh-Hsin Lai, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji
2022 Misc conf
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks.
ICASSP
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
2022 — conf
Automatic music mixing with deep learning and out-of-domain data.
ISMIR
Marco A. Martínez Ramírez, Wei-Hsiang Liao, Chihiro Nagashima, Giorgio Fabbro, Stefan Uhlich, Yuki Mitsufuji
2022 J jnl
Automatic music mixing with deep learning and out-of-domain data.
CoRR
Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Stefan Uhlich, Chihiro Nagashima, Yuki Mitsufuji
2022 — conf
Distortion Audio Effects: Learning How to Recover the Clean Signal.
ISMIR
Johannes Imort, Giorgio Fabbro, Marco A. Martínez Ramírez, Stefan Uhlich, Yuichiro Koyama, Yuki Mitsufuji
2022 J jnl
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects.
CoRR
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji
2022 J jnl
Removing Distortion Effects in Music Using Deep Neural Networks.
CoRR
Johannes Imort, Giorgio Fabbro, Marco A. Martínez Ramírez, Stefan Uhlich, Yuichiro Koyama, Yuki Mitsufuji
2021 A* conf
AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries.
ACM Multimedia
Woo-Sung Choi, Minseok Kim, Marco A. Martínez Ramírez, Jaehwa Chung, Soonyoung Jung
2021 J jnl
AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries.
CoRR
Woo-Sung Choi, Minseok Kim, Marco A. Martínez Ramírez, Jaehwa Chung, Soonyoung Jung
2021 J jnl
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks.
CoRR
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
2021 — —
Deep learning for audio effects modeling.
Marco A. Martínez Ramírez
2021 Misc conf
Differentiable Signal Processing With Black-Box Audio Effects.
ICASSP
Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan
2021 J jnl
Differentiable Signal Processing With Black-Box Audio Effects.
CoRR
Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan
2020 Misc conf
Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network.
ICASSP
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
2019 J jnl
A general-purpose deep learning approach to model time-varying audio effects.
CoRR
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
2019 A conf
Ensemble Models for Spoofing Detection in Automatic Speaker Verification.
INTERSPEECH
Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. T. Sturm
2019 J jnl
Ensemble Models for Spoofing Detection in Automatic Speaker Verification.
CoRR
Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. T. Sturm
2019 Misc conf
Modeling Nonlinear Audio Effects with End-to-end Deep Neural Networks.
ICASSP
Marco A. Martínez Ramírez, Joshua D. Reiss
2019 J jnl
Modeling plate and spring reverberation using a DSP-informed deep neural network.
CoRR
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
2018 J jnl
Modeling of nonlinear audio effects with end-to-end deep neural networks.
CoRR
Marco A. Martínez Ramírez, Joshua D. Reiss
2017 C conf
Stem audio mixing as a content-basec transformation of audio features.
MMSP
Marco A. Martínez Ramírez, Joshua D. Reiss