Fernando Fernández Martínez

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 38

Top Topics

Visual Features

Activity Recognition

Vanishing Point Detection

Emotion Recognition

Top Venues

Expert Syst. Appl.

Publications

Jaime Bellver-Soler, Iván Martín-Fernández, Jose M. Bravo-Pacheco, Sergio Esteban Romero, Fernando Fernández Martínez, Luis Fernando D'Haro
Multimodal Audio-Language Model for Speech Emotion Recognition. Odyssey (2024)
Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo
A Comprehensive Analysis of Parkinson's Disease Detection Through Inertial Signal Processing. ICAART (3) (2024)
Cristina Luna Jiménez, Manuel Gil-Martín, Luis Fernando D'Haro, Fernando Fernández Martínez, Rubén San-Segundo-Hernández
Evaluating emotional and subjective responses in synthetic art-related dialogues: A multi-stage framework with large language models. Expert Syst. Appl. 255 (2024)
Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo
Parkinson's Disease Detection Through Inertial Signals and Posture Insights. ICAART (3) (2024)
Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez
Exploring Video Transformers and Automatic Segment Selection for Memorability Prediction. MediaEval (2023)
Manuel Gil-Martín, Javier López-Iniesta, Fernando Fernández Martínez, Rubén San Segundo
Reducing the Impact of Sensor Orientation Variability in Human Activity Recognition Using a Consistent Reference System. Sensors 23 (13) (2023)
Iván Martín-Fernández, Ricardo Kleinlein, Cristina Luna Jiménez, Manuel Gil-Martín, Fernando Fernández Martínez
Video Memorability Prediction From Jointly-learnt Semantic and Visual Features. CBMI (2023)
Cristina Luna Jiménez, Manuel Gil-Martín, Ricardo Kleinlein, Rubén San Segundo, Fernando Fernández Martínez
Interpreting Sign Language Recognition using Transformers and MediaPipe Landmarks. ICMI (2023)
Sergio Esteban Romero, Iván Martín-Fernández, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez
Multimodal and Multilingual Olfactory Matching based on Contrastive Learning. MediaEval (2023)
Manuel Gil-Martín, Cristina Luna Jiménez, Fernando Fernández Martínez, Rubén San Segundo
Signal and Visual Approaches for Parkinson's Disease Detection from Spiral Drawings. NLDL (2023)
Ricardo Kleinlein, Enrique Rodríguez Sebastián, Fernando Fernández Martínez
Understanding Media Memorability From Event-Related Potential Records And Visual Semantics. MediaEval (2022)
David Griol, Zoraida Callejas, Fernando Fernández Martínez, Anna Esposito
An application of conversational systems to promote healthy lifestyle habits. DASC/PiCom/CBDCom/CyberSciTech (2022)
Ricardo Kleinlein, Alexander Hepburn, Raúl Santos-Rodríguez, Fernando Fernández Martínez
Sampling Based On Natural Image Statistics Improves Local Surrogate Explainers. BMVC (2022)
Cristina Luna Jiménez, Syaheerah Lebai Lutfi, Manuel Gil-Martín, Ricardo Kleinlein, Juan Manuel Montero, Fernando Fernández Martínez
Measuring trust at zero-acquaintance using acted-emotional videos. IberSPEECH (2022)
Cristina Luna Jiménez, Ricardo Kleinlein, Syaheerah Lebai Lutfi, Juan Manuel Montero, Fernando Fernández Martínez
Analysis of Trustworthiness Recognition models from an aural and emotional perspective. IberSPEECH (2022)
Ricardo Kleinlein, Alexander Hepburn, Raúl Santos-Rodríguez, Fernando Fernández Martínez
Sampling Based On Natural Image Statistics Improves Local Surrogate Explainers. CoRR (2022)
Ricardo Kleinlein, Cristina Luna Jiménez, Fernando Fernández Martínez
Language Does More Than Describe: On The Lack Of Figurative Speech in Text-To-Image Models. CoRR (2022)
Cristina Luna Jiménez, Ricardo Kleinlein, Fernando Fernández Martínez, José Manuel Pardo Muñoz, José Manuel Moya-Fernández
GTH-UPM System for Albayzin Multimodal Diarization Challenge 2020. IberSPEECH (2021)
Alejandro Coucheiro-Limeres, Javier Ferreiros López, Fernando Fernández Martínez, Ricardo de Córdoba
A dynamic term discovery strategy for automatic speech recognizers with evolving dictionaries. Expert Syst. Appl. 176 (2021)
Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Javier Ferreiros López
Time Analysis in Human Activity Recognition. Neural Process. Lett. 53 (6) (2021)
Cristina Luna Jiménez, David Griol, Zoraida Callejas, Ricardo Kleinlein, Juan Manuel Montero, Fernando Fernández Martínez
Multimodal Emotion Recognition on RAVDESS Dataset Using Transfer Learning. Sensors 21 (22) (2021)
Ricardo Kleinlein, Cristina Luna Jiménez, Fernando Fernández Martínez
THAU-UPM at MediaEval 2021: From Video Semantics To Memorability Using Pretrained Transformers. MediaEval (2021)
Roberto Móstoles, David Griol, Zoraida Callejas, Fernando Fernández Martínez
A proposal for emotion recognition using speech features, transfer learning and convolutional neural networks. IberSPEECH (2021)
Sergio Esteban Romero, Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Fernando Fernández Martínez
GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks. IberLEF@SEPLN (2021)
Fernando Fernández Martínez, David Griol, Zoraida Callejas, Cristina Luna Jiménez
An approach to intent detection and classification based on attentive recurrent neural networks. IberSPEECH (2021)
Cristina Luna Jiménez, Ricardo Kleinlein, Fernando Fernández Martínez, José Manuel Moya, Zoraida Callejas, José Manuel Pardo Muñoz
Spotting celebrities among peers in a TV show: how to exploit web querying for weakly supervised visual diarization. WI/IAT (2020)
Ricardo Kleinlein, Cristina Luna Jiménez, Zoraida Callejas, Fernando Fernández Martínez
Predicting Media Memorability from a Multimodal Late Fusion of Self-Attention and LSTM Models. MediaEval (2020)
Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Javier Ferreiros López
Improving physical activity recognition using a new deep learning architecture and post-processing techniques. Eng. Appl. Artif. Intell. 92 (2020)
Manuel Gil-Martín, Rubén San Segundo, Fernando Fernández Martínez, Ricardo de Córdoba
Human activity recognition adapted to the type of movement. Comput. Electr. Eng. 88 (2020)
Fernando Fernández Martínez, Zoraida Callejas, Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, José Manuel Pardo
Project CAVIAR CApturing VIewers' Affective Response. Proces. del Leng. Natural 63 (2019)
Alejandro Coucheiro-Limeres, Fernando Fernández Martínez, Rubén San Segundo, Javier Ferreiros López
Attention-Based Word Vector Prediction with LSTMs and its Application to the OOV Problem in ASR. INTERSPEECH (2019)
Álvaro García-Faura, Fernando Fernández Martínez, Ricardo Kleinlein, Rubén San-Segundo-Hernández, Fernando Díaz-de-María
A multi-threshold approach and a realistic error measure for vanishing point detection in natural landscapes. Eng. Appl. Artif. Intell. 85 (2019)
Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Zoraida Callejas, Fernando Fernández Martínez
Predicting Group-Level Skin Attention to Short Movies from Audio-Based LSTM-Mixture of Experts Models. INTERSPEECH (2019)
Álvaro García-Faura, Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María, Rubén San Segundo
Emotion and attention: Audiovisual models for group-level skin response recognition in short movies. Web Intell. 17 (1) (2019)
Fernando Fernández Martínez, René Arnulfo García-Hernández, Miguel Angel Fernandez-Torres, Iván González-Díaz, Álvaro García-Faura, Fernando Díaz-de-María
Exploiting visual saliency for assessing the impact of car commercials upon viewers. Multim. Tools Appl. 77 (15) (2018)
Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María
Emotion and attention: predicting electrodermal activity through video visual descriptors. WI (2017)
Rubén San-Segundo-Hernández, Juan Manuel Montero, Roberto Barra-Chicote, Fernando Fernández Martínez, José Manuel Pardo
Feature extraction from smartphone inertial signals for human activity segmentation. Signal Process. 120 (2016)
Alejandro Hernández-García, Fernando Fernández Martínez, Fernando Díaz-de-María
Comparing visual descriptors and automatic rating strategies for video aesthetics prediction. Signal Process. Image Commun. 47 (2016)
Fernando Fernández Martínez, Alejandro Hernández-García, Fernando Díaz-de-María
Succeeding metadata based annotation scheme and visual tips for the automatic assessment of video aesthetic quality in car commercials. Expert Syst. Appl. 42 (1) (2015)
Amal Azazi, Syaheerah Lebai Lutfi, Ibrahim Venkat, Fernando Fernández Martínez
Towards a robust affect recognition: Automatic facial expression recognition in 3D faces. Expert Syst. Appl. 42 (6) (2015)
Fernando Fernández Martínez, Alejandro Hernández-García, Ascensión Gallardo-Antolín, Fernando Díaz-de-María
Combining audio-visual features for viewers' perception classification of Youtube car commercials. SLAM@INTERSPEECH (2014)
Luis Fernando D'Haro, Fernando Fernández Martínez, Ricardo de Córdoba Herralde, Juan Manuel Montero-Martínez
A web-based application for the management and evaluation of tutoring requests in PBL-based massive laboratories. FIE (2014)
Syaheerah Lebai Lutfi, Fernando Fernández Martínez, Juan Manuel Lucas-Cuesta, Lorena Lopez-Lebon, Juan Manuel Montero
A satisfaction-based model for affect recognition from conversational features in spoken dialog systems. Speech Commun. 55 (7-8) (2013)
Syaheerah Lebai Lutfi, Fernando Fernández Martínez, Jaime Lorenzo-Trueba, Roberto Barra-Chicote, Juan Manuel Montero
You: The Design and Evaluation of a Domotic Affect-Sensitive Spoken Conversational Agent. Sensors 13 (8) (2013)
Syaheerah Lebai Lutfi, Fernando Fernández Martínez, Jaime Lorenzo-Trueba, Roberto Barra-Chicote, Juan Manuel Montero
NEMOHIFI: an affective HiFi agent. ICMI (2013)
Juan Manuel Lucas-Cuesta, Javier Ferreiros, Fernando Fernández Martínez, Julián David Echeverry, Syaheerah L. Lutfi
On the dynamic adaptation of language models based on dialogue information. Expert Syst. Appl. 40 (4) (2013)
Syaheerah Lebai Lutfi, Fernando Fernández Martínez, Andrés Casanova-García, Verónica López-Ludeña, Juan Manuel Montero
I Feel You: Towards Affect-Sensitive Domotic Spoken Conversational Agents. IWAAL (2012)
Fernando Fernández Martínez, Javier Ferreiros, Juan Manuel Lucas-Cuesta, Juan Manuel Montero-Martínez, Rubén San Segundo, Ricardo de Córdoba
Towards building intelligent speech interfaces through the use of more flexible, robust and natural dialogue management solutions. Interact. Comput. 24 (6) (2012)
Kseniya Zablotskaya, Fernando Fernández Martínez, Wolfgang Minker
Investigating Verbal Intelligence Using the TF-IDF Approach. LREC (2012)
Juan Manuel Lucas-Cuesta, Fernando Fernández Martínez, Tirso Moreno, Javier Ferreiros
Mutual Information and Perplexity Based Clustering of Dialogue Information for Dynamic Adaptation of Language Models. IberSPEECH (2012)
Kseniya Zablotskaya, Fernando Fernández Martínez, Wolfgang Minker
Estimating Adaptation of Dialogue Partners with Different Verbal Intelligence. SIGDIAL Conference (2012)
Fernando Fernández Martínez, Kseniya Zablotskaya, Wolfgang Minker
Text categorization methods for automatic estimation of verbal intelligence. Expert Syst. Appl. 39 (10) (2012)
Rubén San Segundo, Juan Manuel Montero, Ricardo de Córdoba, Valentín Sama, Fernando Fernández Martínez, Luis Fernando D'Haro, Verónica López-Ludeña, D. Sánchez, Antonio García
Design, development and field evaluation of a Spanish into sign language translation system. Pattern Anal. Appl. 15 (2) (2012)
Syaheerah Lebai Lutfi, Fernando Fernández Martínez, Andrés Casanova-García, Lorena Lopez-Lebon, Juan Manuel Montero
Assessing User Bias in Affect Detection within Context-Based Spoken Dialog Systems. SocialCom/PASSAT (2012)
Kseniya Zablotskaya, Umair Rahim, Fernando Fernández Martínez, Wolfgang Minker
Relating Dominance of Dialogue Participants with their Verbal Intelligence Scores. LREC (2012)
José Manuel Pardo, Javier Ferreiros, Fernando Fernández Martínez, Valentín Sama Rojo, Ricardo de Córdoba, Javier Macías Guarasa, Juan Manuel Montero, Rubén San-Segundo-Hernández, Luis Fernando D'Haro, Germán González
Automatic Understanding of ATC Speech: Study of Prospectives and Field Experiments for Several Controller Positions. IEEE Trans. Aerosp. Electron. Syst. 47 (4) (2011)
Juan Manuel Lucas-Cuesta, Fernando Fernández Martínez, G. Dragos Rada, Syaheerah L. Lutfi, Javier Ferreiros
Evaluation of a User-adapted Spoken Language Dialogue System - Measuring the Relevance of the Contextual Information Sources. ICAART (1) (2011)
Fernando Fernández Martínez, Javier Ferreiros, Juan Manuel Lucas-Cuesta, Julián David Echeverry, Rubén San Segundo, Ricardo de Córdoba
Flexible, Robust and Dynamic Dialogue Modeling with a Speech Dialogue Interface for Controlling a Hi-Fi Audio System. DEXA Workshops (2010)
Fernando Fernández Martínez, Juan Manuel Lucas-Cuesta, Roberto Barra-Chicote, Javier Ferreiros, Javier Macías Guarasa
HIFI-AV: An Audio-visual Corpus for Spoken Language Human-Machine Dialogue Research in Spanish. LREC (2010)
Juan Manuel Lucas-Cuesta, Fernando Fernández Martínez, Javier Ferreiros López, Verónica López-Ludeña, Rubén San-Segundo-Hernández
Clustering of syntactic and discursive information for the dynamic adaptation of Language Models. Proces. del Leng. Natural 45 (2010)
Juan Manuel Lucas, Jorge Salazar Canal, Fernando Fernández Martínez, Javier Ferreiros, Rubén San Segundo
Gestión de la identidad de locutor y perfiles de usuario en un sistema de diálogo. Proces. del Leng. Natural 43 (2009)
Fernando Fernández Martínez, Javier Ferreiros, Ricardo de Córdoba, Juan Manuel Montero, Rubén San Segundo, José Manuel Pardo
A Bayesian NETWORKS approach for dialog modeling: The fusion BN. ICASSP (2009)
Rubén San Segundo, Ricardo de Córdoba, Javier Ferreiros, Javier Macías Guarasa, Juan Manuel Montero, Fernando Fernández Martínez, Luis Fernando D'Haro, Roberto Barra-Chicote, José Manuel Pardo
Speech Technology at Home: Enhanced Interfaces for People with Disabilities. Intell. Autom. Soft Comput. 15 (4) (2009)
Javier Macías Guarasa, Juan Manuel Montero, Javier Ferreiros, Ricardo de Córdoba, Rubén San Segundo, Juana M. Gutiérrez-Arriola, Luis Fernando D'Haro, Fernando Fernández Martínez, Roberto Barra-Chicote, José M. Pardo
Novel Applications of Neural Networks in Speech Technology Systems: Search Space Reduction and Prosodic Modeling. Intell. Autom. Soft Comput. 15 (4) (2009)
Juan Manuel Lucas-Cuesta, Fernando Fernández Martínez, Javier Ferreiros
Using dialogue-based dynamic language models for improving speech recognition. INTERSPEECH (2009)
Roberto Barra-Chicote, Fernando Fernández Martínez, Syaheerah L. Lutfi, Juan Manuel Lucas-Cuesta, Javier Macías Guarasa, Juan Manuel Montero, Rubén San Segundo, José Manuel Pardo
Acoustic emotion recognition using dynamic Bayesian networks and multi-space distributions. INTERSPEECH (2009)
Beatriz Gallo, Rubén San Segundo, Juan Manuel Lucas, Roberto Barra-Chicote, Luis Fernando D'Haro, Fernando Fernández Martínez
Aplicación de métodos estadísticos para la traducción de voz a Lengua de Signos. Proces. del Leng. Natural 41 (2008)
Juan Manuel Montero, Fernando Fernández Martínez, Roberto Barra-Chicote, Luis Fernando D'Haro, Javier Ferreiros, Ricardo de Córdoba, Javier Macías Guarasa, Rubén San Segundo, José Manuel Pardo
Desarrollo de un Robot-Guía con Integración de un Sistema de Diálogo y Expresión de Emociones: Proyecto ROBINT. Proces. del Leng. Natural 40 (2008)
Rubén San Segundo, Roberto Barra-Chicote, Ricardo de Córdoba, Luis Fernando D'Haro, Fernando Fernández Martínez, Javier Ferreiros, Juan Manuel Lucas, Javier Macías Guarasa, Juan Manuel Montero, José Manuel Pardo
Speech to sign language translation system for Spanish. Speech Commun. 50 (11-12) (2008)
Fernando Fernández Martínez, Juan Blázquez, Javier Ferreiros, Roberto Barra-Chicote, Javier Macías Guarasa, Juan Manuel Lucas-Cuesta
Evaluation of a spoken dialogue system for controlling a Hifi audio system. SLT (2008)
Ricardo de Córdoba, Luis Fernando D'Haro, Fernando Fernández Martínez, Javier Macías Guarasa, Javier Ferreiros
Language identification based on n-gram frequency ranking. INTERSPEECH (2007)
Ricardo de Córdoba, Luis Fernando D'Haro, Fernando Fernández Martínez, Juan Manuel Montero, Roberto Barra-Chicote
Language identification using several sources of information with a multiple-Gaussian classifier. INTERSPEECH (2007)
Fernando Fernández Martínez, Javier Ferreiros, Valentín Sama, Juan Manuel Montero, Rafael García
Demostración de una interfaz vocal para el control de un sistema de alta fidelidad. Proces. del Leng. Natural 35 (2005)
Valentín Sama, Javier Ferreiros, Fernando Fernández Martínez, Rubén San Segundo, José Manuel Pardo
Utilización de medidas de confianza en sistemas de comprensión del habla. Proces. del Leng. Natural 35 (2005)
Fernando Fernández Martínez, Luis Fernando D'Haro, Javier Ferreiros, Juan Manuel Montero, Rubén San Segundo
Topic Identification based on Bayesian Belief Networks in the context of an Air Traffic Control Task. Proces. del Leng. Natural 35 (2005)
Javier Ferreiros, Rubén San Segundo, Fernando Fernández Martínez, Luis Fernando D'Haro, Valentín Sama, Roberto Barra-Chicote, Pedro Mellén
New word-level and sentence-level confidence scoring using graph theory calculus and its evaluation on speech understanding. INTERSPEECH (2005)
Fernando Fernández Martínez, Javier Ferreiros, Valentín Sama, Juan Manuel Montero, Rubén San Segundo, Javier Macías Guarasa, Rafael García
Speech interface for controlling an hi-fi audio system based on a Bayesian belief networks approach for dialog modeling. INTERSPEECH (2005)
Ricardo de Córdoba, Fernando Fernández Martínez, Valentín Sama, Luis Fernando D'Haro, Rubén San Segundo, Juan Manuel Montero, Javier Macías Guarasa, Javier Ferreiros, José Manuel Pardo
Realización de sistemas de diálogo en una plataforma compatible con VoiceXML: proyecto GEMINI. Proces. del Leng. Natural 33 (2004)
Fernando Fernández Martínez, Valentín Sama, Luis Fernando D'Haro, Rubén San Segundo, Ricardo de Córdoba, Juan Manuel Montero
Implementation of dialog applications in an open-source voiceXML platform. INTERSPEECH (2004)
Ricardo de Córdoba, Javier Ferreiros, Valentín Sama, Javier Macías Guarasa, Luis Fernando D'Haro, Fernando Fernández Martínez
Language identification techniques based on full recognition in an air traffic control task. INTERSPEECH (2004)
Fernando Fernández Martínez, Valentín Sama, Javier Ferreiros López, Javier Macías Guarasa, Ricardo de Córdoba, Juan Manuel Montero-Martínez, José Colás Pasamontes, Eduardo Campos Palarea, José M. Pardo Muñoz
Demostración del sistema de comprensión de comunicaciones habladas para control de tráfico aéreo del proyecto INVOCA. Proces. del Leng. Natural 31 (2003)
Valentín Sama, Fernando Fernández Martínez, Javier Ferreiros López, Javier Macías Guarasa, Ricardo de Córdoba, Juan Manuel Montero-Martínez, José Colás Pasamontes, José M. Pardo Muñoz
Sistema de comprensión de comunicaciones habladas para el control de tráfico aéreo del proyecto INVOCA. Proces. del Leng. Natural 31 (2003)