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Deep Learning Tools for Audacity: Helping Researchers Expand the Artist's Toolkit

Sound 2021-11-01 v2 Machine Learning Audio and Speech Processing

Abstract

We present a software framework that integrates neural networks into the popular open-source audio editing software, Audacity, with a minimal amount of developer effort. In this paper, we showcase some example use cases for both end-users and neural network developers. We hope that this work fosters a new level of interactivity between deep learning practitioners and end-users.

Keywords

Cite

@article{arxiv.2110.13323,
  title  = {Deep Learning Tools for Audacity: Helping Researchers Expand the Artist's Toolkit},
  author = {Hugo Flores Garcia and Aldo Aguilar and Ethan Manilow and Dmitry Vedenko and Bryan Pardo},
  journal= {arXiv preprint arXiv:2110.13323},
  year   = {2021}
}