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06/02/2023
Zero-Shot Blind Audio Bandwidth Extension
Audio bandwidth extension involves the realistic reconstruction of high-...
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05/26/2023
Neural modeling of magnetic tape recorders
The sound of magnetic recording media, such as open-reel and cassette ta...
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05/24/2023
Diffusion-Based Audio Inpainting
Audio inpainting aims to reconstruct missing segments in corrupted recor...
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11/30/2022
Extreme Audio Time Stretching Using Neural Synthesis
A deep neural network solution for time-scale modification (TSM) focused...
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11/02/2022
Adversarial Guitar Amplifier Modelling With Unpaired Data
We propose an audio effects processing framework that learns to emulate ...
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10/27/2022
Solving Audio Inverse Problems with a Diffusion Model
This paper presents CQT-Diff, a data-driven generative audio model that ...
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10/25/2022
Enhanced Fuzzy Decomposition of Sound Into Sines, Transients, and Noise
The decomposition of sounds into sines, transients, and noise is a long-...
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05/04/2022
Virtual Analog Modeling of Distortion Circuits Using Neural Ordinary Differential Equations
Recent research in deep learning has shown that neural networks can lear...
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04/13/2022
BEHM-GAN: Bandwidth Extension of Historical Music using Generative Adversarial Networks
Audio bandwidth extension aims to expand the spectrum of narrow-band aud...
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02/17/2022
A Two-Stage U-Net for High-Fidelity Denoising of Historical Recordings
Enhancing the sound quality of historical music recordings is a long-sta...
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10/08/2021
A Method for Capturing and Reproducing Directional Reverberation in Six Degrees of Freedom
The reproduction of acoustics is an important aspect of the preservation...
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11/20/2019
Perceptual Loss Function for Neural Modelling of Audio Systems
This work investigates alternate pre-emphasis filters used as part of th...
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11/01/2018