Eloi Moliner
Visitor, IT-rights
Visitor, IT-rights
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.aalto.fi/...
E-post
eloi.moliner@aalto.fi
Utmärkelser
Best Student Paper Award - 1st place - at the International Workshop on Acoustic Signal Enhancement (IWAENC)
Awarded paper:<br/>Moliner, E., Lemercier, J. M., Welker, S., Gerkmann, T., & Välimäki, V. (2024). BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models. IWAENC, 2024
Award or honor granted for a specific work
Department of Information and Communications Engineering
Sep 2024
Best Student Paper Award at the IEEE ICASSP 2023 Conference
Eloi Moliner received the Best Student Paper Award at the IEEE ICASSP 2023 Conference for his paper "Solving Audio Inverse Problems with a Diffusion Model", co-authored by Prof. Jaakko Lehtinen and Prof. Vesa Välimäki
Award or honor granted for a specific work
Audio Signal Processing
Jun 2023
Third Best Paper Award at the DAFx-22 Conference
Third Best Paper Award at the International Conference on Digital Audio Effects DAFx-22, Vienna, Austria: REALISTIC GRAMOPHONE NOISE SYNTHESIS USING A DIFFUSION MODEL by Eloi Moliner and Vesa Välimäki.<br/>
Award or honor granted for a specific work
Audio Signal Processing
Sep 2022
Forskningsgrupp
- Audio Signal Processing, Visitor (Doctoral Researcher)
Publikationer
Unsupervised Blind Joint Dereverberation and Room Acoustics Estimation With Diffusion Models
Jean-Marie Lemercier, Eloi Moliner Juanpere, Simon Welker, Vesa Välimäki, Timo Gerkmann
2025
IEEE Transactions on Audio, Speech and Language Processing
Latent Diffusion Bridges for Unsupervised Musical Audio Timbre Transfer
Michele Mancusi, Yurii Halychanskyi, Kin Wai Cheuk, Eloi Moliner Juanpere, Chieh-Hsin Lai, Stefan Uhlich, Junghyun Koo, Marco A. Martínez-Ramírez, Wei Hsiang Liao, Giorgio Fabbro, Yuki Mitsufuji
2025
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Automatic Audio Equalization with Semantic Embeddings
Eloi Moliner Juanpere, Vesa Välimäki, Konstantions Drossos, Matti Hämäläinen
2025
[Proceedings of the AES International Conference on Machine Learning and Artificial Intelligence for Audio]
Unsupervised audio enhancement with diffusion-based generative models
Eloi Moliner Juanpere
2025
Unsupervised Estimation of Nonlinear Audio Effects: Comparing Diffusion-based and Adversarial Approaches
Eloi Moliner Juanpere, Michal Švento, Alec Wright, Lauri Juvela, Pavel Rajmic, Vesa Välimäki
2025
Proceedings of the 28th International Conference on Digital Audio Effects
Estimation and Restoration of Unknown Nonlinear Distortion Using Diffusion
Michal Švento, Eloi Moliner Juanpere, Lauri Juvela, Alec Wright, Vesa Välimäki
2025
AES: Journal of the Audio Engineering Society
HRTF Estimation using a Score-based Prior
Etienne Thuillier, Jean-Marie Lemercier, Eloi Moliner, Timo Gerkmann, Vesa Välimäki
2025
ICASSP 2025 - 2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)
Diffusion Models for Audio Restoration: A Review
Jean Marie Lemercier, Julius Richter, Simon Welker, Eloi Moliner Juanpere, Vesa Valimaki, Timo Gerkmann
2024
IEEE Signal Processing Magazine
Blind Audio Bandwidth Extension: A Diffusion-Based Zero-Shot Approach
Eloi Moliner Juanpere, Filip Elvander, Vesa Välimäki
2024
IEEE/ACM Transactions on Audio Speech and Language Processing
BUDDy: Single-Channel Blind Unsupervised Dereverberation with Diffusion Models
Eloi Moliner Juanpere, Jean Marie Lemercier, Simon Welker, Timo Gerkmann, Vesa Valimaki
2024
2024 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 - Proceedings