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Generating virtual scenarios of multivariate financial data for quantitative trading applications , by J. Franco-Pedroso, J. Gonzalez-Rodriguez, J. Cubero, M. Planas, R. Cobo and F. Pablos, arXiv preprint arXiv:1802.01861, February 2018.Deconstructing Cross-Entropy for Probabilistic Binary Classifiers , by D. Ramos, J. Franco-Pedroso, A. Lozano-Diez and J. Gonzalez-Rodriguez, Entropy (ISSN 1099-4300), Vol. 20, n. 3, pp. 208, March 2018.Age Estimation in Short Speech Utterances based on LSTM Recurrent Neural Networks , by R. Zazo, P. S. Nidadavolu, N. Chen, J. Gonzalez-Rodriguez and N. Dehak, IEEE Access , March 2018.ALBAYZIN Query-by-example Spoken Term Detection 2016 evaluation ,
by J. Tejedor, D. T. Toledano, P. Lopez-Otero, L. Docio-Fernandez,
J. P. a. Perdigao, F. Garcia-Granada, E. Sanchis, A. Pompili and
A. Abad, EURASIP Journal on Audio, Speech, and Music Processing , Springer, 2018:2, December 2018.Multi-resolution speech analysis for automatic speech recognition using deep neural networks: Experiments on TIMIT , by D.T. Toledano, M.P. Fernandez-Gallego and A. Lozano-Diez, PLoS ONE, Public Library of Science , Vol. 13, n. 10, e0205355, October 2018.A guideline for the validation of likelihood ratio methods used for forensic evidence evaluation , by D. Meuwly, D. Ramos and R. Haraksim, Forensic Science International , Elsevier, Vol. 276, pp. 142-153, July 2017.An Analysis of the Influence of Deep Neural Network (DNN) Topology in Bottleneck Feature based Language Recognition , by A. Lozano-Diez, R. Zazo, D. T. Toledano and J. Gonzalez-Rodriguez, PLoS ONE, Public Library of Science , Vol. 12, n. 8, pp. e0182580, August 2017.On the use of deep feedforward neural networks for automatic language identification , by I. Lopez-Moreno, J. Gonzalez-Dominguez, D. Martinez, O. Plchot, J. Gonzalez-Rodriguez and P. J. Moreno, Computer Speech and Language , Elsevier, Vol. 40, pp. 46-59, May 2016.Linguistically-constrained formant-based i-vectors for automatic speaker recognition , by J. Franco-Pedroso and J. Gonzalez-Rodriguez, Speech Communication , Elsevier Science Publishers B. V., Vol. 76, pp. 61-81, February 2016.Language Identification in Short Utterances Using Long Short-Term Memory (LSTM) Recurrent Neural Networks , by R. Zazo, A. Lozano-Diez, J. Gonzalez-Dominguez, D. T. Toledano and J. Gonzalez-Rodriguez, PloS ONE, Public Library of Science , January 2016.Frame-by-frame language identification in short utterances using deep neural networks , by J. Gonzalez-Dominguez, I. Lopez-Moreno, P. J. Moreno and J. Gonzalez-Rodriguez, Neural Networks , Elsevier, Vol. 64, pp. 49-58, September 2014.
