Marco A. Martínez Ramírez

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 29

Top Topics

Diffusion Models

Top Venues

Trans. Int. Soc. Music. Inf. Retr.

Publications

Carlos Hernandez-Olivan, Koichi Saito, Naoki Murata, Chieh-Hsin Lai, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance. ICASSP (2024)
Yixiao Zhang, Yukara Ikemiya, Woosung Choi, Naoki Murata, Marco A. Martínez Ramírez, Liwei Lin, Gus Xia, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning. CoRR (2024)
Yixiao Zhang, Yukara Ikemiya, Gus Xia, Naoki Murata, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji, Simon Dixon
MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models. CoRR (2024)
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription. ICASSP (2024)
Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji
Searching For Music Mixing Graphs: A Pruning Approach. CoRR (2024)
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
The Sound Demixing Challenge 2023 - Music Demixing Track. Trans. Int. Soc. Music. Inf. Retr. 7 (1) (2024)
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
The Sound Demixing Challenge 2023 - Music Demixing Track. CoRR (2023)
Carlos Hernandez-Olivan, Koichi Saito, Naoki Murata, Chieh-Hsin Lai, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Yuki Mitsufuji
VRDMG: Vocal Restoration via Diffusion Posterior Sampling with Multiple Guidance. CoRR (2023)
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects. ICASSP (2023)
Frank Cwitkowitz, Kin Wai Cheuk, Woosung Choi, Marco A. Martínez Ramírez, Keisuke Toyama, Wei-Hsiang Liao, Yuki Mitsufuji
Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription. CoRR (2023)
Marco A. Martínez Ramírez, Wei-Hsiang Liao, Chihiro Nagashima, Giorgio Fabbro, Stefan Uhlich, Yuki Mitsufuji
Automatic music mixing with deep learning and out-of-domain data. ISMIR (2022)
Junghyun Koo, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Kyogu Lee, Yuki Mitsufuji
Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects. CoRR (2022)
Johannes Imort, Giorgio Fabbro, Marco A. Martínez Ramírez, Stefan Uhlich, Yuichiro Koyama, Yuki Mitsufuji
Removing Distortion Effects in Music Using Deep Neural Networks. CoRR (2022)
Marco A. Martínez Ramírez, Wei-Hsiang Liao, Giorgio Fabbro, Stefan Uhlich, Chihiro Nagashima, Yuki Mitsufuji
Automatic music mixing with deep learning and out-of-domain data. CoRR (2022)
Johannes Imort, Giorgio Fabbro, Marco A. Martínez Ramírez, Stefan Uhlich, Yuichiro Koyama, Yuki Mitsufuji
Distortion Audio Effects: Learning How to Recover the Clean Signal. ISMIR (2022)
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. ICASSP (2022)
Bo-Yu Chen, Wei-Han Hsu, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Yuki Mitsufuji, Yi-Hsuan Yang
Automatic DJ Transitions with Differentiable Audio Effects and Generative Adversarial Networks. CoRR (2021)
Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan
Differentiable Signal Processing With Black-Box Audio Effects. ICASSP (2021)
Woo-Sung Choi, Minseok Kim, Marco A. Martínez Ramírez, Jaehwa Chung, Soonyoung Jung
AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries. CoRR (2021)
Woo-Sung Choi, Minseok Kim, Marco A. Martínez Ramírez, Jaehwa Chung, Soonyoung Jung
AMSS-Net: Audio Manipulation on User-Specified Sources with Textual Queries. ACM Multimedia (2021)
Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan
Differentiable Signal Processing With Black-Box Audio Effects. CoRR (2021)
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network. ICASSP (2020)
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
Modeling plate and spring reverberation using a DSP-informed deep neural network. CoRR (2019)
Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. Sturm
Ensemble Models for Spoofing Detection in Automatic Speaker Verification. CoRR (2019)
Bhusan Chettri, Daniel Stoller, Veronica Morfi, Marco A. Martínez Ramírez, Emmanouil Benetos, Bob L. Sturm
Ensemble Models for Spoofing Detection in Automatic Speaker Verification. INTERSPEECH (2019)
Marco A. Martínez Ramírez, Joshua D. Reiss
Modeling Nonlinear Audio Effects with End-to-end Deep Neural Networks. ICASSP (2019)
Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss
A general-purpose deep learning approach to model time-varying audio effects. CoRR (2019)
Marco A. Martínez Ramírez, Joshua D. Reiss
Modeling of nonlinear audio effects with end-to-end deep neural networks. CoRR (2018)
Marco A. Martínez Ramírez, Joshua D. Reiss
Stem audio mixing as a content-basec transformation of audio features. MMSP (2017)