Deep Learning for Singing Processing: Achievements, Challenges and Impact on Singers and Listeners

07/09/2018
by   Emilia Gómez, et al.
0

This paper summarizes some recent advances on a set of tasks related to the processing of singing using state-of-the-art deep learning techniques. We discuss their achievements in terms of accuracy and sound quality, and the current challenges, such as availability of data and computing resources. We also discuss the impact that these advances do and will have on listeners and singers when they are integrated in commercial applications.

READ FULL TEXT

Please sign up or login with your details

Forgot password? Click here to reset