Alicia Lozano-Díez

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

Rubén Zazo, Alicia Lozano-Díez, Javier Gónzalez-Domínguez et al. · PLoS ONE · 2016 · 148 citations · Full text

Computing, Computer Science, Computational Linguistics +16

Deconstructing Cross-Entropy for Probabilistic Binary Classifiers

Daniel Ramos, Javier Franco-Pedroso, Alicia Lozano-Díez et al. · Entropy · 2018 · 106 citations · Full text

Computing, Computer Science, Decision Theory +15

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

David Martin-Gutierrez, Gustavo Hernández-Peñaloza, Alberto Belmonte-Hernández et al. · IEEE Access · 2021 · 74 citations · Full text

Computing, Computer Science, Artificial Intelligence +14

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

Alicia Lozano-Díez, Rubén Zazo, Doroteo T. Toledano et al. · PLoS ONE · 2017 · 61 citations · Full text

Computing, Computer Science, Feature Engineering +16

An end-to-end approach to language identification in short utterances using convolutional neural networks

Alicia Lozano-Díez, Ruben Zazo-Candil, Javier Gónzalez-Domínguez et al. · 2015 · 55 citations · Full text

Computing, Computer Science, Computational Linguistics +10