Overview of EmoSPeech at IberLEF 2024: Multimodal Speech-text Emotion Recognition in Spanish
This paper presents the EmoSPeech 2024 shared task, which was organized in the IberLEF
2024 workshop within the framework of the 40th International Conference of the Spanish …
2024 workshop within the framework of the 40th International Conference of the Spanish …
BSC-UPC at EmoSPeech-IberLEF2024: Attention Pooling for Emotion Recognition
The domain of speech emotion recognition (SER) has persistently been a frontier within the
landscape of machine learning. It is an active field that has been revolutionized in the last …
landscape of machine learning. It is an active field that has been revolutionized in the last …
[PDF][PDF] UNED-UNIOVI at EmoSPeech-IberLEF2024: Emotion Identification in Spanish by Combining Multimodal Textual Analysis and Machine Learning Methods
This paper describes our participation in the first edition of the EmoSPeech Task (Multimodal
Speech-text Emotion Recognition in Spanish) of IberLEF 2024 shared evaluation campaign …
Speech-text Emotion Recognition in Spanish) of IberLEF 2024 shared evaluation campaign …
[PDF][PDF] UAH-UVA at EmoSPeech-IberLEF2024: A Transfer Learning Approach for Emotion Recognition in Spanish Texts based on a Pre-trained DistilBERT Model
Emotion recognition is a key component in numerous domains, emphasizing its significance
in understanding human behavior, enhancing communication technologies, and facilitating …
in understanding human behavior, enhancing communication technologies, and facilitating …
[PDF][PDF] Utp at emospeech-iberlef2024: Using random forest with fasttext and wav2vec 2.0 for emotion detection
Automatic emotion recognition (AER) has become increasingly important in fields such as
health, psychology, social sciences, and marketing. Within AER, automatic speech …
health, psychology, social sciences, and marketing. Within AER, automatic speech …
[PDF][PDF] THAU-UPM at EmoSPeech-IberLEF2024: Efficient Adaptation of Mono-modal and Multi-modal Large Language Models for Automatic Speech Emotion …
Abstract Automatic Speech Emotion Recognition (SER) is a pivotal task across domains
such as psychology, healthcare, or human-computer interaction. This study, conducted …
such as psychology, healthcare, or human-computer interaction. This study, conducted …
[PDF][PDF] Cognicic at emospeech-iberlef2024: Exploring multimodal emotion recognition in spanish: Deep learning approaches for speech-text analysis
M Soto, C Macias, M Cardoso-Moreno, T Alcántara… - 2024 - ceur-ws.org
Human emotion recognition, which encompasses both verbal and non-verbal signals such
as body language and facial expressions, remains a complex challenge for computing …
as body language and facial expressions, remains a complex challenge for computing …
Language Technology-based Political Microtargeting Services
In recent times, political behavior, from the act of voting to the participation of citizens in
politics, has changed significantly. The proliferation and growth of Information and …
politics, has changed significantly. The proliferation and growth of Information and …
PoliticPA 2024: Author Profiling Gender and Political Ideology of Politicians in Panama
Author profiling in computational linguistics and Natural Language Processing identifies
traits such as age, gender, education level, and personality from written text, with …
traits such as age, gender, education level, and personality from written text, with …
[PDF][PDF] UMUTEAM at DIPROMATS 2024: Feature Integration for Detecting Fine-grained Propaganda and Narrative
JA García-Díaz, R Pan, AR Lázaro, C Cristancho… - 2024 - ceur-ws.org
These notes describe our participation in the 2nd edition of the DIPROMATS shared task,
held at IberLEF 2024. This edition repeated the fine-grained detection of propaganda …
held at IberLEF 2024. This edition repeated the fine-grained detection of propaganda …