Study on the Use of Deep Neural Networks for Speech Activity Detection in Broadcast Recordings Topics: Design and Implementation of Signal Processing Systems; Neural Networks, Spiking Systems, Genetic Algorithms and Fuzzy Logic In Proceedings of the 13th International Joint Conference on e-Business and Telecommunications - Volume 0ICETE, 45-51, 2016 , Lisbon, Portugal