Statistics & Computer Science Day for Data Science at Paris-Saclay 2021

Collection Statistics & Computer Science Day for Data Science at Paris-Saclay 2021

Organizer(s) Thanh Mai Pham Ngoc (LMO) and Charles Soussen (L2S)
Date(s) 05/02/2021 - 05/02/2021
linked URL https://indico.math.cnrs.fr/event/6351/
00:00:00 / 00:00:00
6 6

Deep Neural Network for Audio and Music Transformations

By Gaël Richard

We will first discuss how deep learning techniques can be used for audio signals. To that aim, we will recall some of the important characteristics of an audio signal and review some of the main deep learning architectures and concepts used in audio signal analysis. We will then illustrate some of these concepts in more details with two applications, namely informed singing voice source separation and music style transfer.

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