Desarrollo de un sistema prototipo de generación de rostros a partir de señales de voz utilizando redes generativas adversarias

Abstract

This work presents a prototype of a system of generation of faces through generative adversarial network. It is developed in two parts, the first the construction of the database for the training of the network and the second part in the development of two networks that receive as input parameters noise and then voice audio. In addition to this, an autoencoder is designed and the results are compared to verify the efficiency of the prototype network development in this work.