Eloi Moliner

Doctoral Researcher
Doctoral Researcher
T412 Department of Information and Communications Engineering
Full researcher profile
https://research.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, Doctoral Researcher

Publikationer

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

Diffusion-Based Audio Inpainting

Eloi Moliner Juanpere, Vesa Välimäki 2024 AES: Journal of the Audio Engineering Society

Diffusion-Based Generative Equalizer for Music Restoration

Eloi Moliner Juanpere, Maija Turunen, Filip Elvander, Vesa Välimäki 2024 Proceedings of the 27th International Conference on Digital Audio Effects (DAFx24)

Gaussian Flow Bridges for Audio Domain Transfer with Unpaired Data

Eloi Moliner Juanpere, Sebastian Braun, Hannes Gamper 2024 2024 18th International Workshop on Acoustic Signal Enhancement, IWAENC 2024 - Proceedings

Noise Morphing for Audio Time Stretching

Eloi Moliner Juanpere, Leonardo Fierro, Alec Wright, Matti S. Hamalainen, Vesa Valimaki 2024 IEEE Signal Processing Letters

Neural Modeling of Magnetic Tape Recorders

Otto Mikkonen, Alec Wright, Eloi Moliner, Vesa Välimäki 2023 Proceedings of the 26th International Conference on Digital Audio Effects (DAFx23)

BEHM-GAN: Bandwidth Extension of Historical Music using Generative Adversarial Networks

Eloi Moliner, Vesa Valimaki 2023 IEEE/ACM Transactions on Audio Speech and Language Processing

Solving Audio Inverse Problems with a Diffusion Model

Eloi Moliner Juanpere, Jaakko Lehtinen, Vesa Välimäki 2023 ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)

A Two-Stage U-Net for High-Fidelity Denoising of Historical Recordings

Eloi Moliner, Vesa Välimäki 2022 2022 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2022 - Proceedings