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ORCIDMarco A. Martínez Ramírez
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2020 – today
- 2024
[j1]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): 63-84 (2024)- [c13]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: 596-600 - [c12]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: 1291-1295 - [c11]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. IJCAI 2024: 7805-7813 - [i19]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 abs/2402.06178 (2024) - [i18]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 abs/2405.18386 (2024) - [i17]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 abs/2406.01049 (2024) - [i16]Yu-Hua Chen, Woosung Choi, Wei-Hsiang Liao, Marco A. Martínez Ramírez, Kin Wai Cheuk, Yuki Mitsufuji, Jyh-Shing Roger Jang, Yi-Hsuan Yang:
Improving Unsupervised Clean-to-Rendered Guitar Tone Transformation Using GANs and Integrated Unaligned Clean Data. CoRR abs/2406.15751 (2024) - [i15]Sungho Lee, Marco A. Martínez Ramírez, Wei-Hsiang Liao, Stefan Uhlich, Giorgio Fabbro, Kyogu Lee, Yuki Mitsufuji:
GRAFX: An Open-Source Library for Audio Processing Graphs in PyTorch. CoRR abs/2408.03204 (2024) - [i14]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:
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer. CoRR abs/2409.06096 (2024) - 2023
- [c10]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: 1-5 - [i13]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 abs/2308.06979 (2023) - [i12]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 abs/2309.06934 (2023) - [i11]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 abs/2309.15717 (2023) - 2022
- [c9]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: 466-470 - [c8]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: 218-225 - [c7]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: 411-418 - [i10]Johannes Imort, Giorgio Fabbro, Marco A. Martínez Ramírez, Stefan Uhlich, Yuichiro Koyama, Yuki Mitsufuji:
Removing Distortion Effects in Music Using Deep Neural Networks. CoRR abs/2202.01664 (2022) - [i9]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 abs/2208.11428 (2022) - [i8]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 abs/2211.02247 (2022) - 2021
- [b1]Marco A. Martínez Ramírez:
Deep learning for audio effects modeling. Queen Mary University of London, UK, 2021 - [c6]Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan:
Differentiable Signal Processing With Black-Box Audio Effects. ICASSP 2021: 66-70 - [c5]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: 1775-1783 - [i7]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 abs/2104.13553 (2021) - [i6]Marco A. Martínez Ramírez, Oliver Wang, Paris Smaragdis, Nicholas J. Bryan:
Differentiable Signal Processing With Black-Box Audio Effects. CoRR abs/2105.04752 (2021) - [i5]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 abs/2110.06525 (2021) - 2020
- [c4]Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss:
Modeling Plate and Spring Reverberation Using A DSP-Informed Deep Neural Network. ICASSP 2020: 241-245
2010 – 2019
- 2019
- [c3]Marco A. Martínez Ramírez, Joshua D. Reiss:
Modeling Nonlinear Audio Effects with End-to-end Deep Neural Networks. ICASSP 2019: 171-175 - [c2]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: 1018-1022 - [i4]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 abs/1904.04589 (2019) - [i3]Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss:
A general-purpose deep learning approach to model time-varying audio effects. CoRR abs/1905.06148 (2019) - [i2]Marco A. Martínez Ramírez, Emmanouil Benetos, Joshua D. Reiss:
Modeling plate and spring reverberation using a DSP-informed deep neural network. CoRR abs/1910.10105 (2019) - 2018
- [i1]Marco A. Martínez Ramírez, Joshua D. Reiss:
Modeling of nonlinear audio effects with end-to-end deep neural networks. CoRR abs/1810.06603 (2018) - 2017
- [c1]Marco A. Martínez Ramírez, Joshua D. Reiss:
Stem audio mixing as a content-basec transformation of audio features. MMSP 2017: 1-6
Coauthor Index
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