The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Gallardo Antolin, Ascension gallardo@ing.uc3m.es

Teoría de la Señal y Comunicaciones / Universidad Carlos III de Madrid

Publications

Open Access

Alzheimer's Disease Detection from Speech Using Shapley Additive Explanations for Feature Selection and Enhanced Interpretability

  • Oiza Zapata, Irati
  • Gallardo Antolin, Ascension

Electronics (p. 1-24) - 6/2025

https://doi.org/10.3390/electronics14112248 View at source

  • ISSN 2079-9292
Open Access

Elastic net regularization and gabor dictionary for classification of heart sound signals using deep learning

  • Fakhry Mahmoud Abdelraheem, Mahmoud
  • Gallardo Antolin, Ascension

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (p. 1-14) - 11/2024

https://doi.org/10.1016/j.engappai.2023.107406 View at source

  • EISSN 1873-6769
  • ISSN 0952-1976
Open Access

Bayesian learning of feature spaces for multitask regression

  • Sevilla Salcedo, Carlos
  • Gallardo Antolin, Ascension
  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio

NEURAL NETWORKS (p. 1-16) - 11/2024

https://doi.org/10.1016/j.neunet.2024.106619 View at source

  • EISSN 1879-2782
  • ISSN 0893-6080
Open Access

On combining acoustic and modulation spectrograms in an attention LSTM-based system for speech intelligibility level classification

  • Gallardo Antolin, Ascension
  • Montero, Juan Manuel

Neurocomputing (p. 49-60) - 1/1/2021

10.1016/j.neucom.2021.05.065 View at source

  • EISSN 1872-8286
  • ISSN 0925-2312
Open Access

Detecting deception from gaze and speech using a multimodal attention LSTM-based framework

  • Gallardo Antolin, Ascension
  • Montero, Juan M.

Applied Sciences-Basel (p. 6393) - 1/1/2021

10.3390/app11146393 View at source

  • EISSN 2076-3417
  • ISSN 20763417
Open Access

An Auditory Saliency Pooling-Based LSTM Model for Speech Intelligibility Classification

  • Gallardo Antolin, Ascension
  • Montero, Juan M.

Symmetry-Basel (p. 1728) - 1/1/2021

10.3390/sym13091728 View at source

  • EISSN 2073-8994
  • ISSN 20738994
Open Access

Automatic detection of depression in speech using ensemble convolutional neural networks

  • Vazquez Romero, Adrian
  • Gallardo Antolin, Ascension

Entropy (Entropy) (p. 1-17) - 6/2020

https://doi.org/10.3390/e22060688 View at source

  • ISSN 1099-4300
Open Access

An attention Long Short-Term Memory based system for automatic classification of speech intelligibility

  • Fernandez Diaz, Miguel
  • Gallardo Antolin, Ascension

ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE (p. 1-8) - 11/2020

https://doi.org/10.1016/j.engappai.2020.103976 View at source

  • EISSN 1873-6769
  • ISSN 0952-1976
Open Access

Data Augmentation for Speaker Identification under Stress Conditions to Combat Gender-Based Violence

  • Rituerto Gonzalez, Esther
  • Minguez Sanchez, Alba
  • Gallardo Antolin, Ascension
  • Pelaez Moreno, Carmen

Applied Sciences - 6/2019

https://doi.org/10.3390/app9112298 View at source

  • EISSN 2076-3417
  • ISSN 2076-3417
Open Access

Enhancement of a text-independent speaker verification system by using feature combination and parallel structure classifiers

  • Abdalmalak Dawoud, Kerlos Atia
  • Gallardo Antolin, Ascension

NEURAL COMPUTING & APPLICATIONS (p. 637-651) - 2/2018

https://doi.org/10.1007/s00521-016-2470-x View at source

  • EISSN 1433-3058
  • ISSN 0941-0643

This researcher has no books.

External Attention LSTM Models for Cognitive Load Classification from Speech. In: Statistical Language and Speech Processing. Proceedings of the 7th International Conference on Statistical Language and Speech Processing (SLSP 2019)

  • Gallardo Antolin, Ascension
  • Montero Martinez, Juan Manuel

Statistical Language and Speech Processing. Proceedings of the 7th International Conference on Statistical Language and Speech Processing (SLSP 2019) (p. 139-150) - 1/9/2019

Editor: SPRINGER VERLAG GMBH

10.1007/978-3-030-31372-2_12 View at source

  • ISBN 978-3-030-31371-5
  • ISSN 03029743

Auditory-inspired Morphological Processing of Spectrograms for Speech Processing. In: Application of Speech Technologies

  • Cadore Chacon, Joyner Alberto
  • Gallardo Antolin, Ascension
  • Pelaez Moreno, Carmen

Application of Speech Technologies (p. 315-332) - 9/2013

Editor: UNIVERSIDAD DE GRANADA

  • ISBN 978-84-338-5596-1

Analysis of Systolic Murmurs in Heart Sounds using Multiresolution Complex Gabor Dictionary

  • Abdelraheem, Mahmoud Fakhry Mahmoud
  • Gallardo Antolin, Ascension

International Conference on Computer and Applications (IEEE/ICCA 2024) (p. 783-787) - 2024

  • ISBN 979-8-3503-6755-3
Open Access

Inteligencia Artificial explicable y sostenible para procesado de datos audiovisuales

  • Gallardo Antolin, Ascension

Jornada de Innovación Docente 2024: Repensando la docencia universitaria - 2024

Noise Prewhitening using Supervised Nonnegative Matrix Factorization and Wiener Filtering

  • Abdelraheem, Mahmoud Fakhry Mahmoud
  • Gallardo Antolin, Ascension

International Conference on Computer and Applicatios (IEEE/ICCA 2024) (p. 772-776) - 2024

https://doi.org/10.1109/icca62237.2024.10928079 View at source

  • ISBN 979-8-3503-6755-3

Variational Mode Decomposition and a Light CNN-LSTM Model for Classification of Heart Sound Signals

  • Abdelraheem, Mahmoud Fakhry Mahmoud
  • Gallardo Antolin, Ascension

IEEE EUROCON 2023 - 20th International Conference on Smart Technologies (p. 1-6) - 2023

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/eurocon56442.2023 View at source

  • ISBN 9781665463973
Open Access

Analysis of Heart Sound Signals using Sparse Modeling with Gabor Dictionary

  • Abdelraheem, Mahmoud Fakhry Mahmoud
  • Fathallah Brery, Abeer
  • Gallardo Antolin, Ascension

24th IEEE International Symposium on Multimedia<br/> - 2022

Open Access

Respiratory Sound Classification Using an Attention LSTM Model with Mixup Data Augmentation

  • Salor Burdalo, Noelia
  • Gallardo Antolin, Ascension

IberSPEECH 2022 (p. 61-65) - 2022

10.21437/iberspeech.2022-13 View at source

Open Access

De la realidad al aula: Transformar problemas reales en problemas pedagógicos como fuente de aprendizaje

  • Gallardo Antolin, Ascension

Jornada de Innovación Docente 2022 - 2022

Open Access

A Saliency-based Attention LSTM Model for Cognitive Load Classification from Speech

  • Gallardo Antolin, Ascension
  • Montero Martinez, Juan Manuel

Proceedings Of The Annual Conference Of The International Speech Communication Association, Interspeech (p. 216-220) - 1/1/2019

Editor: International Speech Communication Association (ISCA)

10.21437/interspeech.2019-1603 View at source

  • ISSN 19909772
Open Access

Speaker recognition under stress conditions

  • Rituerto Gonzalez, Esther
  • Gallardo Antolin, Ascension
  • Pelaez Moreno, Carmen

IberSPEECH 2018 (p. 15-19) - 2018

https://doi.org/10.21437/iberspeech.2018-4 View at source

Prediction of the degree of Parkinson’s condition using recordings of patients’ voices

  • Jimenez Recio, Clara
  • Zlotnik Enaliev, Alexander
  • Gallardo Antolin, Ascension
  • Montero Martinez, Juan Manuel
  • Martinez Castrillo, Juan Carlos

Advances In Intelligent Systems And Computing (p. 120-129) - 1/1/2018

Editor: SPRINGER

10.1007/978-3-319-76357-6_12 View at source

  • ISBN 978-3-319-76356-9
  • ISSN 21945357
  • ISSN/ISBN 9783319763569

This researcher has no working papers.

This researcher has no technical reports.

Indicadores de Audio en la Monitorización de la Salud Mental

  • Gallardo Antolin, Ascension

Period: 07-02-2025 - 30-06-2025

Type of funding: Regional

Funding entity: EVIDENCE BASED BEHAVIOR, S.L.

PID2023-146684NB-I00 - COBA - Algoritmos de Aprendizaje reforzados por contexto

  • Gallardo Antolin, Ascension
  • Gomez Verdejo, Vanessa
  • Parrado Hernandez, Emilio
  • Arenas Garcia, Jeronimo

Period: 01-09-2024 - 31-08-2027

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

2022-00764 LOTE 4. Servicios de soporte en la aplicación de técnicas de inteligencia artificial, aprendizaje automático, procesamiento del lenguaje natural, traducción automática y sistemas conversacionales, así como la asesoría en la instrumentación legal asociada a dichas actividades, en el ámbito del Plan Nacional de Tecnologías del Lenguaje.

  • Arenas Garcia, Jeronimo
  • Gallardo Antolin, Ascension

Period: 19-07-2022 - 19-01-2024

Type of funding: Regional

Funding entity: INGENIERÍA DE SISTEMAS PARA LA DEFENSA DE ESPAÑA, S.A, S.M.E, M.P.

INEA/CEF/ICT/A2020/2373713 - NEXTPROCUREMENT: Open Harmonized and Enriched Public Procurement Platform

  • Arenas Garcia, Jeronimo
  • Navia Vazquez, Angel
  • Gallardo Antolin, Ascension
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Vazquez Lopez, Manuel Alberto
  • Blanco Fortes, Saul
  • Sevilla Salcedo, Carlos
  • Calvo Bartolome, Lorena
  • Espinosa Melchor, Jose Antonio
  • Gonzalez Gamella, Carlos
... View more Collapse

Period: 01-01-2022 - 31-12-2024

Type of funding: European

Funding entity: EUROPEAN COMMISSION

PID2020-115363RB-I00 - Ciencia de Datos Antropocéntrica para aplicaciones guiadas por el aprendizaje máquina

  • Parrado Hernandez, Emilio
  • Gomez Verdejo, Vanessa
  • Gallardo Antolin, Ascension

Period: 01-09-2021 - 31-08-2024

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

101004870 - IntelComp: A Competitive Intelligence Cloud/HPC Platform for AI-based STI Policy Making

  • Arenas Garcia, Jeronimo
  • Navia Vazquez, Angel
  • Gallardo Antolin, Ascension
  • Molina Bulla, Harold Yesid
  • Cid Sueiro, Jesus
  • Gomez Verdejo, Vanessa
  • Khalil Shawer, Doaa Samy
  • Vazquez Lopez, Manuel Alberto
  • Martinez Olmos, Pablo
  • Vazquez Lopez, Antonio
  • Blanco Fortes, Saul
  • Calvo Bartolome, Lorena
  • Espinosa Melchor, Jose Antonio
... View more Collapse

Period: 01-01-2021 - 31-12-2023

Type of funding: European

Funding entity: EUROPEAN COMMISSION RESEARCH EXECUTIVE AGENCY

SHARON-CM-UC3M - Artificial Intelligence and cognitive models for Symmetric HumAn RobOt iNteraction

  • Gonzalez Diaz, Ivan
  • Martinez De La Casa Diaz, Santiago
  • Gallardo Antolin, Ascension
  • Balaguer Bernaldo De Quiros, Carlos
  • Diaz De Maria, Fernando
  • Jardon Huete, Alberto
  • Menendez Salvador, Elisabeth
  • Hernandez Vicen, Juan
  • Abal Fernandez, Silvia
... View more Collapse

Period: 01-01-2020 - 31-03-2022

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

REACT-INTCARE-CM-23460 - Sistema de atención domiciliaria inteligente e interactivo para la mitigación de la pandemia del COVID-19

  • Artes Rodriguez, Antonio
  • Sanchez Sanchez, Angel
  • Gallardo Antolin, Ascension
  • Balaguer Bernaldo De Quiros, Carlos
  • Diaz De Maria, Fernando
  • Aedo Cuevas, Ignacio
  • Gonzalez Carrasco, Israel
  • Ruiz Mezcua, Maria Belen
  • Diaz Perez, Maria Paloma
  • Martinez Fernandez, Paloma
  • Jardon Huete, Alberto
  • Moreno Lopez, Lourdes
  • Zarraonandia Ayo, Telmo Agustin
  • Lopez Cuadrado, Jose Luis
  • Miguez Arenas, Joaquin
  • Monje Micharet, Concepcion Alicia
  • Gonzalez Diaz, Ivan
  • Martinez De La Casa Diaz, Santiago
  • Gonzalez Victores, Juan Carlos
  • Onorati, Teresa
  • Bellucci, Andrea
  • Ramirez Garcia, David
  • López Santiago, Javier
... View more Collapse

Period: 01-02-2020 - 31-12-2022

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Y2018/TCS-5046 - EMPATÍA-CM. protEcción integral de las víctimas de violencia de género Mediante comPutación AfecTIva multimodAl

  • San Segundo Manuel, Rosa
  • Blazquez Agudo, Eva Maria
  • Gomez Garcia, Maria Victoria Paloma
  • Tobio Soler, Melida Constanza
  • Diaz Gorfinkiel, Magdalena
  • Marugan Pintos, Begoña
  • Nieto Rojas, Patricia
  • Sainz De Baranda Andujar, Clara
  • Martinez Avila, Daniel
  • Diaz Gandasegui, Vicente
  • Zorrilla Muñoz, Vanesa
  • Blanco Ruiz, Maria Angeles
  • Laporta Hernandez, Elena
  • Perianes Bermudez, Ana Belen
  • De Lamo Velado, Irene
  • Lopez Recio, Montserrat
  • Martinez Rubio, Eva
  • Alboreca Fernandez-barredo, Barbara
... View more Collapse

Period: 01-01-2019 - 30-06-2022

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

TEC2017-84395-P - Saliencia y Atención: rePresentación, Interpretación y EmergeNcia

  • Gallardo Antolin, Ascension
  • Pelaez Moreno, Carmen
  • Diaz De Maria, Fernando
  • Gonzalez Diaz, Ivan

Period: 01-01-2018 - 30-09-2021

Type of funding: National

Funding entity: MINISTERIO DE ASUNTOS ECONOMICOS Y TRANSFORMACION DIGITAL

Bayesian and Echoic Log-surprise for auditory saliency detection

  • Gallardo Antolin, Ascension
  • Rodriguez Hidalgo, Antonio
  • Pelaez Moreno, Carmen

Reading date: 25-11-2019

Bio-Motivated<br/> Features and Deep Learning for Robust Speech Recognition

  • Calle Silos, Fernando De La
  • Gallardo Antolin, Ascension
  • Pelaez Moreno, Carmen

Reading date: 29-09-2017

Contribuciones a la Aplicación de la Factorización de Matrices No Negativas a las Tecnologías del Habla

  • Gallardo Antolin, Ascension
  • Ludeña Choez, Jimmy Diestin

Reading date: 16-04-2015

Reading institution: CAMPUS DE LEGANES

Sistema y método para determinar un estado emocional de un usuario

  • San Segundo Manuel, Rosa
  • Sainz De Baranda Andujar, Clara
  • Blanco Ruiz, Maria Angeles
  • Larrabeiti Lopez, David
  • Urueña Pascual, Manuel
  • Robredo Garcia, Jose Carlos
  • Pelaez Moreno, Carmen
  • Gallardo Antolin, Ascension
  • Minguez Sanchez, Alba
  • Miranda Calero, Jose Angel
  • Canabal Benito, Manuel Felipe
  • Portela Garcia, Marta
  • Perez Garcilopez, Antonia Isabel
  • Garcia Souto, Jose Antonio
  • Lopez Ongil, Celia
  • Olias Ruiz, Emilio
  • Garcia Valderas, Mario
  • Riesgo Alcaide, Teresa
  • Lanza Gutierrez, Jose Manuel
... View more Collapse

20/9/2021

Date filed: 21-11-2018

Date issued: 20-09-2021

Last data update: 11/10/25 9:15 AM