Sergio Esteban Romero

According to our database, Sergio Esteban Romero authored at least 9 papers between 2021 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

THAU-UPM at EmoSPeech-IberLEF2024: Efficient Adaptation of Mono-modal and Multi-modal Large Language Models for Automatic Speech Emotion Recognition.

Sergio Esteban Romero, Jaime Bellver-Soler, Iván Martín-Fernández, Manuel Gil-Martín, Luis Fernando D'Haro, Fernando Fernández Martínez

Proceedings of the Iberian Languages Evaluation Forum (IberLEF 2024) co-located with the Conference of the Spanish Society for Natural Language Processing (SEPLN 2024), 2024

Multimodal Audio-Language Model for Speech Emotion Recognition.

Jaime Bellver-Soler, Iván Martín-Fernández, Jose M. Bravo-Pacheco, Sergio Esteban Romero, Fernando Fernández Martínez, Luis Fernando D'Haro

Proceedings of the Odyssey 2024: The Speaker and Language Recognition Workshop, 2024

LLM-Driven Multimodal Fusion for Human Perception Analysis.

Sergio Esteban Romero, Iván Martín-Fernández, Manuel Gil-Martín, David Griol Barres, Zoraida Callejas Carrión, Fernando Fernández Martínez

Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024

Larger Encoders, Smaller Regressors: Exploring Label Dimensionality Reduction and Multimodal Large Language Models as Feature Extractors for Predicting Social Perception.

Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Fernando Fernández Martínez, Manuel Gil-Martín

Proceedings of the 5th on Multimodal Sentiment Analysis Challenge and Workshop: Social Perception and Humor, 2024

Parkinson's Disease Detection Through Inertial Signals and Posture Insights.

Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

A Comprehensive Analysis of Parkinson's Disease Detection Through Inertial Signal Processing.

Manuel Gil-Martín, Sergio Esteban Romero, Fernando Fernández Martínez, Rubén San Segundo

Proceedings of the 16th International Conference on Agents and Artificial Intelligence, 2024

2023

Multimodal and Multilingual Olfactory Matching based on Contrastive Learning.

Sergio Esteban Romero, Iván Martín-Fernández, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

Exploring Video Transformers and Automatic Segment Selection for Memorability Prediction.

Iván Martín-Fernández, Sergio Esteban Romero, Jaime Bellver-Soler, Manuel Gil-Martín, Fernando Fernández Martínez

Proceedings of the Working Notes Proceedings of the MediaEval 2023 Workshop, 2023

2021

GTH-UPM at DETOXIS-IberLEF 2021: Automatic Detection of Toxic Comments in Social Networks.

Sergio Esteban Romero, Ricardo Kleinlein, Cristina Luna Jiménez, Juan Manuel Montero, Fernando Fernández Martínez

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