Mathematics and Signal Processing in Acoustics
Machine Learning
PhD-Student

Tel. +43 1 51581-2554
Email: This email address is being protected from spambots. You need JavaScript enabled to view it.

Academic Background

Andrés Marafioti studied audio engineering at the National University of Tres de Febrero (UNTREF), Buenos Aires, Argentina. He graduated with the Master's thesis entitled "Automatic identification of acoustical musical instruments", in which he applied machine-learning techniques to classify 21 different musical instruments. After, he worked for two years as a software developer for FaroLatino, the leading entertainment & music multiplatform network in Latin America.

Since September 2017 he is part of the Acoustic Research Institute's workgroup "Mathematics and Signal Processing in Acoustics", where he works on sound generation and restoration for the project "Modern methods for the restoration of lost information in digital signals" (MERLIN).

Current Research

His main interests include intelligence augmentation, music computing, object oriented programming, and signal processing, in particular for audio applications.

Current topics:

  • AutoEncoders applied to audio inpainting of short gaps.
  • Generalized methods for audio inpainting of long gaps.
  • Generative Adversarial Networks applied to audio.