Martínez-Ramírez, Marco A.
- MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models
2024/02/09 by Yixiao Zhang, Yukara Ikemiya, Zhang, Yixiao +13 · 11 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech Recognition and Synthesis
- Automatic music mixing with deep learning and out-of-domain data
2022/08/24 by Marco A. Martínez-Ramírez, Martínez-Ramírez, Marco A., Wei‐Hsiang Liao +9 · 8 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech and Audio Processing
- Instruct-MusicGen: Unlocking Text-to-Music Editing for Music Language Models via Instruction Tuning
2024/05/28 by Zhang, Yixiao, Ikemiya, Yukara, Choi, Woosung +7 · 9 citations
#Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- Music Mixing Style Transfer: A Contrastive Learning Approach to Disentangle Audio Effects
2022/11/04 by Junghyun Koo, Koo, Junghyun, Marco A. Martinez-Ramirez +9 · 8 citations
Computer Science · Engineering · #Advanced Adaptive Filtering Techniques #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech and Audio Processing #electronic engineering #information engineering
- Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
2024/01/01 by Michele Mancusi, Yurii Halychanskyi, Mancusi, Michele +20 · 1 voice · 3 citations
Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #cs.AI #cs.IR #cs.SD #eess.AS #electronic engineering #information engineering
- Searching For Music Mixing Graphs: A Pruning Approach
2024/06/03 by Sungho Lee, Lee, Sungho, Marco A. Martínez-Ramírez +11 · 6 citations
Arts and Humanities · Computer Science · #Digital Humanities and Scholarship #FOS: Computer and information sciences #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD)
- Timbre-Trap: A Low-Resource Framework for Instrument-Agnostic Music Transcription
2023/09/27 by Cwitkowitz, Frank, Cheuk, Kin Wai, Choi, Woosung +4 · 3 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- Music Foundation Model as Generic Booster for Music Downstream Tasks
2024/11/02 by WeiHsiang Liao, Liao, WeiHsiang, Yuhta Takida +29 · 5 citations
Computer Science · #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Music Technology and Sound Studies #Music and Audio Processing #Sound (cs.SD) #electronic engineering #information engineering
- Can Large Language Models Predict Audio Effects Parameters from Natural Language?
2025/05/27 by Doh, Seungheon, Koo, Junghyun, Martínez-Ramírez, Marco A. +3 · 4 citations
#Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Multimedia (cs.MM) #Sound (cs.SD) #electronic engineering #information engineering
- Variable Bitrate Residual Vector Quantization for Audio Coding
2024/10/08 by Yunkee Chae, Woosung Choi, Chae, Yunkee +19 · 3 citations
Computer Science · #Advanced Data Compression Techniques #Audio and Speech Processing (eess.AS) #Digital Filter Design and Implementation #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Machine Learning (cs.LG) #Sound (cs.SD) #electronic engineering #information engineering
- LLM2Fx-Tools: Tool Calling For Music Post-Production
2025/12/01 by Seungheon Doh, Junghyun Koo, Doh, Seungheon +11 · 2 citations
Computer Science · #Music and Audio Processing #Music Technology and Sound Studies #Speech Recognition and Synthesis
- DiffVox: A Differentiable Model for Capturing and Analysing Vocal Effects Distributions
2025/04/20 by Chin-Yun Yu, Yu, Chin-Yun, Marco A. Martínez-Ramírez +11 · 3 citations
Biochemistry, Genetics and Molecular Biology · #Animal Vocal Communication and Behavior #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Sound (cs.SD) #electronic engineering #information engineering