Lozano Diez, Alicia alicia.lozano@uam.es

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

  • Martin-Gutierrez D
  • Penaloza GH
  • Belmonte-Hernandez A
  • Lozano-Diez A
  • Alvarez F

Ieee Access (p. 54591-54601) - 1/1/2021

10.1109/access.2021.3068659 Ver en origen

  • ISSN 21693536

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

  • de Benito-Gorron, Diego
  • Lozano-Diez, Alicia
  • Toledano, Doroteo T
  • Gonzalez-Rodriguez, Joaquin

Eurasip Journal On Audio Speech And Music Processing - 1/12/2019

10.1186/s13636-019-0152-1 Ver en origen

  • ISSN 16874714

Deconstructing Cross-Entropy for Probabilistic Binary Classifiers

  • Ramos, Daniel
  • Franco-Pedroso, Javier
  • Lozano-Diez, Alicia
  • Gonzalez-Rodriguez, Joaquin;

Entropy - 1/3/2018

10.3390/e20030208 Ver en origen

  • ISSN 10994300

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

  • Toledano D
  • Fernández-Gallego M
  • Lozano-Diez A

Plos One - 1/10/2018

10.1371/journal.pone.0205355 Ver en origen

  • ISSN 19326203

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

  • Lozano-Diez A
  • Zazo R
  • Toledano D
  • Gonzalez-Rodriguez J

Plos One - 1/8/2017

10.1371/journal.pone.0182580 Ver en origen

  • ISSN 19326203

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

  • Zazo, Ruben
  • Lozano-Diez, Alicia
  • Gonzalez-Dominguez, Javier
  • Toledano, Doroteo T.
  • Gonzalez-Rodriguez, Joaquin;

Plos One - 1/1/2016

10.1371/journal.pone.0146917 Ver en origen

  • ISSN 19326203

Este/a investigador/a no tiene libros.

Este/a investigador/a no tiene capítulos de libro.

BUT text-dependent speaker verification system for SdSV challenge 2020

  • Lozano-Diez A
  • Silnova A
  • Pulugundla B
  • Rohdin J
  • Veselý K
  • Burget L
  • Plchot O
  • Glembek O
  • Novotný O
  • Matejka P
... Ver más Contraer

Proceedings Of The Annual Conference Of The International Speech Communication Association, Interspeech (p. 761-765) - 1/1/2020

10.21437/interspeech.2020-2882 Ver en origen

  • ISSN 19909772

DNN based embeddings for language recognition

  • Lozano-Diez A
  • Plchot O
  • Mat?jka P
  • Gonzalez-Rodriguez J

Icassp, Ieee International Conference On Acoustics, Speech And Signal Processing - Proceedings (p. 5184-5188) - 10/9/2018

10.1109/icassp.2018.8462403 Ver en origen

  • ISSN 15206149

Improving robustness of speaker recognition to new conditions using unlabeled data

  • Castán D
  • McLaren M
  • Ferrer L
  • Lawson A
  • Lozano-Diez A

Proceedings Of The Annual Conference Of The International Speech Communication Association, Interspeech (p. 3737-3741) - 1/1/2017

10.21437/interspeech.2017-605 Ver en origen

  • ISSN 19909772

Evaluation of an LSTM-RNN System in Different NIST Language Recognition Frameworks

  • Zazo Candil, Ruben
  • Lozano Diez, Alicia
  • Gonzalez Rodriguez, Joaquin

Proceedings Of Odyssey 2016 (p. 231-236) - 24/6/2016

10.21437/odyssey.2016-33 Ver en origen

Analysis and Optimization of Bottleneck Features for Speaker Recognition

  • Lozano Diez, Alicia
  • Silnova, Anna
  • Matejka, Pavel
  • Glembek, Ondrej
  • Plchot, Oldrich
  • Pesan, Jan
  • Burget, Lukas
  • Gonzalez Rodriguez, Joaquin
... Ver más Contraer

Proceedings Of Odyssey 2016 (p. 352-357) - 24/6/2016

10.21437/odyssey.2016-51 Ver en origen

Detection of publicity mentions in broadcast radio: Preliminary results

  • Fernández-Gallego M
  • Mesa-Castellanos Á
  • Lozano-Diez A
  • Toledano D

14th Conference On Artificial Intelligence In Medicine, Aime 2013 (p. 108-116) - 1/1/2016

10.1007/978-3-319-49169-1_11 Ver en origen

  • ISSN 16113349

An End-to-End Approach to Language Identification in Short Utterances Using Convolutional Neural Networks

  • Lozano-Diez A
  • Zazo-Candil R
  • Gonzalez-Dominguez J
  • Toledano D
  • Gonzalez-Rodriguez J

Proceedings Of The Annual Conference Of The International Speech Communication Association, Interspeech (p. 403-407) - 1/1/2015

  • ISSN 19909772
  • iMarina

On the Use of Convolutional Neural Networks in Pairwise Language Recognition

  • Lozano-Diez, Alicia
  • Gonzalez-Dominguez, Javier
  • Zazo, Ruben
  • Ramos, Daniel
  • Gonzalez-Rodriguez, Joaquin;

Lecture Notes In Computer Science (p. 79-88) - 1/1/2014

  • ISSN 03029743
  • iMarina

Este/a investigador/a no tiene documentos de trabajo.

Este/a investigador/a no tiene informes técnicos.

Dotación adicional Ayudas para Contratos Predoctorales para la formación de Doctores

  • Alicia Lozano Diez (Investigador principal (IP))

Ejecución: 01-01-2014 - 31-12-2017

  • iMarina

Este/a investigador/a no tiene tesis dirigidas.

Este/a investigador/a no tiene patentes o licencias de software.

Última actualización de los datos: 20/04/22 10:41