Cover Image

Affective Computing Has Changed: The Foundation Model Disruption

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Schuller, Björn, Mallol-Ragolta, Adria, Almansa, Alejandro Peña, Tsangko, Iosif, Amin, Mostafa M., Semertzidou, Anastasia, Christ, Lukas, Amiriparian, Shahin
Format:	Preprint
Published:	2024
Subjects:	Artificial Intelligence Computation and Language Computers and Society
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Reading Smiles: Proxy Bias in Foundation Models for Facial Emotion Recognition
by: Tsangko, Iosif, et al.
Published: (2025)

Automatic Emotion Modelling in Written Stories
by: Christ, Lukas, et al.
Published: (2022)

Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning
by: Christ, Lukas, et al.
Published: (2024)

On Prompt Sensitivity of ChatGPT in Affective Computing
by: Amin, Mostafa M., et al.
Published: (2024)

Towards Multimodal Prediction of Spontaneous Humour: A Novel Dataset and First Results
by: Christ, Lukas, et al.
Published: (2022)

Non-Verbal Vocalisations and their Challenges: Emotion, Privacy, Sparseness, and Real Life
by: Batliner, Anton, et al.
Published: (2025)

A Pilot Study on Curator-Guided Multilingual Art Description for Blind and Low-Vision Audiences with Small Vision-Language Models
by: Tsangko, Iosif, et al.
Published: (2026)

ExHuBERT: Enhancing HuBERT Through Block Extension and Fine-Tuning on 37 Emotion Datasets
by: Amiriparian, Shahin, et al.
Published: (2024)

This Paper Had the Smartest Reviewers -- Flattery Detection Utilising an Audio-Textual Transformer-Based Approach
by: Christ, Lukas, et al.
Published: (2024)

Computer Audition: From Task-Specific Machine Learning to Foundation Models
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)

The MuSe 2024 Multimodal Sentiment Analysis Challenge: Social Perception and Humor Recognition
by: Amiriparian, Shahin, et al.
Published: (2024)

Normalise for Fairness: A Simple Normalisation Technique for Fairness in Regression Machine Learning Problems
by: Amin, Mostafa M., et al.
Published: (2022)

SmoothCLAP: Soft-Target Enhanced Contrastive Language\--Audio Pretraining for Affective Computing
by: Jing, Xin, et al.
Published: (2026)

Sustained Vowels for Pre- vs Post-Treatment COPD Classification
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)

Abusive Speech Detection in Indic Languages Using Acoustic Features
by: Spiesberger, Anika A., et al.
Published: (2024)

Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment
by: Gerczuk, Maurice, et al.
Published: (2024)

Non-Invasive Suicide Risk Prediction Through Speech Analysis
by: Amiriparian, Shahin, et al.
Published: (2024)

MELT: Towards Automated Multimodal Emotion Data Annotation by Leveraging LLM Embedded Knowledge
by: Jing, Xin, et al.
Published: (2025)

DFingerNet: Noise-Adaptive Speech Enhancement for Hearing Aids
by: Tsangko, Iosif, et al.
Published: (2025)

GatedxLSTM: A Multimodal Affective Computing Approach for Emotion Recognition in Conversations
by: Li, Yupei, et al.
Published: (2025)

Foundation of Affective Computing and Interaction
by: Fu, Changzeng
Published: (2025)

Bringing the Discussion of Minima Sharpness to the Audio Domain: a Filter-Normalised Evaluation for Acoustic Scene Classification
by: Milling, Manuel, et al.
Published: (2023)

EmoSURA: Towards Accurate Evaluation of Detailed and Long-Context Emotional Speech Captions
by: Jing, Xin, et al.
Published: (2026)

Enrolment-based personalisation for improving individual-level fairness in speech emotion recognition
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)

Large language models for mental health
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)

MER 2025: When Affective Computing Meets Large Language Models
by: Lian, Zheng, et al.
Published: (2025)

Expressivity and Speech Synthesis
by: Triantafyllopoulos, Andreas, et al.
Published: (2024)

Personalization Increases Affective Alignment but Has Role-Dependent Effects on Epistemic Independence in LLMs
by: Kelley, Sean W., et al.
Published: (2026)

Feature-Augmented Transformers for Robust AI-Text Detection Across Domains and Generators
by: Mady, Mohamed, et al.
Published: (2026)

Human-like Affective Cognition in Foundation Models
by: Gandhi, Kanishk, et al.
Published: (2024)

Discovering and Causally Validating Emotion-Sensitive Neurons in Large Audio-Language Models
by: Zhao, Xiutian, et al.
Published: (2026)

Large Language Models for Depression Recognition in Spoken Language Integrating Psychological Knowledge
by: Li, Yupei, et al.
Published: (2025)

Am I Blue or Is My Hobby Counting Teardrops? Expression Leakage in Large Language Models as a Symptom of Irrelevancy Disruption
by: Köprü, Berkay, et al.
Published: (2025)

Task Selection and Assignment for Multi-modal Multi-task Dialogue Act Classification with Non-stationary Multi-armed Bandits
by: He, Xiangheng, et al.
Published: (2023)

Explainable Speech Emotion Recognition: Weighted Attribute Fairness to Model Demographic Contributions to Social Bias
by: Ogunnubi, Tomisin, et al.
Published: (2026)

Neural Information Organizing and Processing -- Neural Machines
by: Petrila, Iosif Iulian
Published: (2024)

Discourse Features Enhance Detection of Document-Level Machine-Generated Content
by: Li, Yupei, et al.
Published: (2024)

Explainable Artificial Intelligence for Medical Applications: A Review
by: Sun, Qiyang, et al.
Published: (2024)

Recent Advances in Multimodal Affective Computing: An NLP Perspective
by: Hu, Guimin, et al.
Published: (2024)

Empathy Is Not What Changed: Clinical Assessment of Psychological Safety Across GPT Model Generations
by: Keeman, Michael, et al.
Published: (2026)