denoising-historical-data/README.md

A two-stage U-Net for high-fidelity denoising of historical recordings

Official repository of the paper:

E. Moliner and V. Välimäki,, "A two-stage U-Net for high-fidelity denosing of historical recordinds", in Proc. IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Singapore, May, 2022

Abstract

abstract here

Requirements

You will need at least python 3.7. See ´requirements.txt´ for the required package versions.

To install the environment through anaconda, follow the instructions:

conda env update -f environment.yml
conda activate historical_denoiser

Denosing Recordings

Training