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

10/25/2021
by   Hugo Flores Garcia, et al.
23

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.

READ FULL TEXT

page 1

page 4

research
11/29/2022

NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration

With the advancement of deep learning technology, neural networks have d...
research
10/05/2020

TextAttack: Lessons learned in designing Python frameworks for NLP

TextAttack is an open-source Python toolkit for adversarial attacks, adv...
research
10/05/2016

LAYERS: Yet another Neural Network toolkit

Layers is an open source neural network toolkit aim at providing an easy...
research
04/07/2018

ANNETT-O: An Ontology for Describing Artificial Neural Network Evaluation, Topology and Training

Deep learning models, while effective and versatile, are becoming increa...
research
04/14/2019

Timing in Software-Defined and Centrally-Managed Networks

The work described in this paper explores the use of time and synchroniz...
research
04/26/2014

SPEEDY: An Eclipse-based IDE for invariant inference

SPEEDY is an Eclipse-based IDE for exploring techniques that assist user...
research
05/11/2020

deepSELF: An Open Source Deep Self End-to-End Learning Framework

We introduce an open-source toolkit, i.e., the deep Self End-to-end Lear...

Please sign up or login with your details

Forgot password? Click here to reset