Multi-resolution speech analysis for automatic speech recognition using deep neural networks: Experiments on TIMIT.

by Doroteo T Toledano, María Pilar Fernández-Gallego, Alicia Lozano-Diez
Published 2018-01-01

An analysis of the influence of deep neural network (DNN) topology in bottleneck feature based language recognition.

by Alicia Lozano-Diez, Ruben Zazo, Doroteo T Toledano, Joaquin Gonzalez-Rodriguez
Published 2017-01-01

Deconstructing Cross-Entropy for Probabilistic Binary Classifiers

by Daniel Ramos, Javier Franco-Pedroso, Alicia Lozano-Diez, Joaquin Gonzalez-Rodriguez
Published 2018-03-01

Exploring convolutional, recurrent, and hybrid deep neural networks for speech and music detection in a large audio dataset

by Diego de Benito-Gorron, Alicia Lozano-Diez, Doroteo T. Toledano, Joaquin Gonzalez-Rodriguez
Published 2019-06-01

Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks.

by Ruben Zazo, Alicia Lozano-Diez, Javier Gonzalez-Dominguez, Doroteo T Toledano, Joaquin Gonzalez-Rodriguez
Published 2016-01-01

A Deep Learning Approach for Robust Detection of Bots in Twitter Using Transformers

by David Martin-Gutierrez, Gustavo Hernandez-Penaloza, Alberto Belmonte Hernandez, Alicia Lozano-Diez, Federico Alvarez
Published 2021-01-01