Fernando Fernández Martínez
Orcid: 0000-0003-3877-0089Affiliations:
- Technical University of Madrid (UPM), Information Processing and Telecomunications Center, Spain (PhD 2008)
According to our database1,
Fernando Fernández Martínez
authored at least 77 papers
between 2003 and 2024.
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Bibliography
2024
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
A Comprehensive Analysis of Parkinson's Disease Detection Through Inertial Signal Processing.
Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024
2023
Reducing the Impact of Sensor Orientation Variability in Human Activity Recognition Using a Consistent Reference System.
Sensors, July, 2023
Proceedings of the 2023 Northern Lights Deep Learning Workshop, 2023
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023
Exploring Video Transformers and Automatic Segment Selection for Memorability Prediction.
Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023
Proceedings of the 25th International Conference on Multimodal Interaction, 2023
Proceedings of the 20th International Conference on Content-based Multimedia Indexing, 2023
2022
Language Does More Than Describe: On The Lack Of Figurative Speech in Text-To-Image Models.
CoRR, 2022
Understanding Media Memorability From Event-Related Potential Records And Visual Semantics.
Proceedings of the Working Notes Proceedings of the MediaEval 2022 Workshop, 2022
Proceedings of the IEEE Intl. Conf. on Dependable, 2022
Proceedings of the 33rd British Machine Vision Conference 2022, 2022
2021
Sensors, 2021
A dynamic term discovery strategy for automatic speech recognizers with evolving dictionaries.
Expert Syst. Appl., 2021
GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks.
Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2021) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2021), 2021
THAU-UPM at MediaEval 2021: From Video Semantics To Memorability Using Pretrained Transformers.
Proceedings of the Working Notes Proceedings of the MediaEval 2021 Workshop, 2021
A proposal for emotion recognition using speech features, transfer learning and convolutional neural networks.
Proceedings of the Fifth International Conference, 2021
An approach to intent detection and classification based on attentive recurrent neural networks.
Proceedings of the Fifth International Conference, 2021
Proceedings of the Fifth International Conference, 2021
2020
Improving physical activity recognition using a new deep learning architecture and post-processing techniques.
Eng. Appl. Artif. Intell., 2020
Comput. Electr. Eng., 2020
Spotting celebrities among peers in a TV show: how to exploit web querying for weakly supervised visual diarization.
Proceedings of the IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology, 2020
Predicting Media Memorability from a Multimodal Late Fusion of Self-Attention and LSTM Models.
Proceedings of the Working Notes Proceedings of the MediaEval 2020 Workshop, 2020
2019
Emotion and attention: Audiovisual models for group-level skin response recognition in short movies.
Web Intell., 2019
Proces. del Leng. Natural, 2019
A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes.
Eng. Appl. Artif. Intell., 2019
Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models.
Proceedings of the Interspeech 2019, 2019
Attention-Based Word Vector Prediction with LSTMs and its Application to the OOV Problem in ASR.
Proceedings of the Interspeech 2019, 2019
2018
Multim. Tools Appl., 2018
2017
Emotion and attention: predicting electrodermal activity through video visual descriptors.
Proceedings of the International Conference on Web Intelligence, 2017
2016
Comparing visual descriptors and automatic rating strategies for video aesthetics prediction.
Signal Process. Image Commun., 2016
Signal Process., 2016
2015
Succeeding metadata based annotation scheme and visual tips for the automatic assessment of video aesthetic quality in car commercials.
Expert Syst. Appl., 2015
Towards a robust affect recognition: Automatic facial expression recognition in 3D faces.
Expert Syst. Appl., 2015
2014
Combining audio-visual features for viewers' perception classification of Youtube car commercials.
Proceedings of the 2nd International Workshop on Speech, Language and Audio in Multimedia, 2014
A web-based application for the management and evaluation of tutoring requests in PBL-based massive laboratories.
Proceedings of the IEEE Frontiers in Education Conference, 2014
2013
A satisfaction-based model for affect recognition from conversational features in spoken dialog systems.
Speech Commun., 2013
I <i>Feel</i> You: The Design and Evaluation of a Domotic Affect-Sensitive Spoken Conversational Agent.
Sensors, 2013
Expert Syst. Appl., 2013
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013
2012
Design, development and field evaluation of a Spanish into sign language translation system.
Pattern Anal. Appl., 2012
Towards building intelligent speech interfaces through the use of more flexible, robust and natural dialogue management solutions.
Interact. Comput., 2012
Expert Syst. Appl., 2012
Proceedings of the 2012 International Conference on Privacy, 2012
Proceedings of the SIGDIAL 2012 Conference, 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the Eighth International Conference on Language Resources and Evaluation, 2012
Proceedings of the Ambient Assisted Living and Home Care - 4th International Workshop, 2012
Mutual Information and Perplexity Based Clustering of Dialogue Information for Dynamic Adaptation of Language Models.
Proceedings of the Advances in Speech and Language Technologies for Iberian Languages, 2012
2011
Automatic Understanding of ATC Speech: Study of Prospectives and Field Experiments for Several Controller Positions.
IEEE Trans. Aerosp. Electron. Syst., 2011
Evaluation of a User-adapted Spoken Language Dialogue System - Measuring the Relevance of the Contextual Information Sources.
Proceedings of the ICAART 2011 - Proceedings of the 3rd International Conference on Agents and Artificial Intelligence, Volume 1, 2011
2010
Clustering of syntactic and discursive information for the dynamic adaptation of Language Models.
Proces. del Leng. Natural, 2010
HIFI-AV: An Audio-visual Corpus for Spoken Language Human-Machine Dialogue Research in Spanish.
Proceedings of the International Conference on Language Resources and Evaluation, 2010
Flexible, Robust and Dynamic Dialogue Modeling with a Speech Dialogue Interface for Controlling a Hi-Fi Audio System.
Proceedings of the Database and Expert Systems Applications, 2010
2009
Proces. del Leng. Natural, 2009
Intell. Autom. Soft Comput., 2009
Novel Applications of Neural Networks in Speech Technology Systems: Search Space Reduction and Prosodic Modeling.
Intell. Autom. Soft Comput., 2009
Proceedings of the INTERSPEECH 2009, 2009
Acoustic emotion recognition using dynamic Bayesian networks and multi-space distributions.
Proceedings of the INTERSPEECH 2009, 2009
Proceedings of the IEEE International Conference on Acoustics, 2009
2008
Desarrollo de un Robot-Guía con Integración de un Sistema de Diálogo y Expresión de Emociones: Proyecto ROBINT.
Proces. del Leng. Natural, 2008
Proces. del Leng. Natural, 2008
Proceedings of the 2008 IEEE Spoken Language Technology Workshop, 2008
2007
Language identification using several sources of information with a multiple-Gaussian classifier.
Proceedings of the INTERSPEECH 2007, 2007
Proceedings of the INTERSPEECH 2007, 2007
2005
Proces. del Leng. Natural, 2005
Proces. del Leng. Natural, 2005
Topic Identification based on Bayesian Belief Networks in the context of an Air Traffic Control Task.
Proces. del Leng. Natural, 2005
New word-level and sentence-level confidence scoring using graph theory calculus and its evaluation on speech understanding.
Proceedings of the INTERSPEECH 2005, 2005
Speech interface for controlling an hi-fi audio system based on a Bayesian belief networks approach for dialog modeling.
Proceedings of the INTERSPEECH 2005, 2005
2004
Realización de sistemas de diálogo en una plataforma compatible con VoiceXML: proyecto GEMINI.
Proces. del Leng. Natural, 2004
Proceedings of the INTERSPEECH 2004, 2004
Language identification techniques based on full recognition in an air traffic control task.
Proceedings of the INTERSPEECH 2004, 2004
2003
Sistema de comprensión de comunicaciones habladas para el control de tráfico aéreo del proyecto INVOCA.
Proces. del Leng. Natural, 2003
Demostración del sistema de comprensión de comunicaciones habladas para control de tráfico aéreo del proyecto INVOCA.
Proces. del Leng. Natural, 2003