activity
20172026
most citedauDeep: Unsupervised Learning of Representations from Audio with Deep Recurrent Neural Networks

19 citations · 49 across the 19 of their papers we have counts for

collaborators

27 papers

cs.SD2026

EmoSURA: Towards Accurate Evaluation of Detailed and Long-Context Emotional Speech Captions

Xin Jing, Andreas Triantafyllopoulos, Jiadong Wang +3

Recent advancements in speech captioning models have enabled the generation of rich, fine-grained captions for emotional speech. However, the evaluation of such captions remains a…

cs.SD2026

SmoothCLAP: Soft-Target Enhanced Contrastive Language\--Audio Pretraining for Affective Computing

Xin Jing, Jiadong Wang, Andreas Triantafyllopoulos +4

The ambiguity of human emotions poses several challenges for machine learning models, as they often overlap and lack clear delineating boundaries. Contrastive language-audio pretra…

cs.SD2025

Non-Verbal Vocalisations and their Challenges: Emotion, Privacy, Sparseness, and Real Life

Anton Batliner, Shahin Amiriparian, Björn W. Schuller

Non-Verbal Vocalisations (NVVs) are short `non-word' utterances without proper linguistic (semantic) meaning but conveying connotations -- be this emotions/affects or other paralin…

cs.AI20241 cited

Affective Computing Has Changed: The Foundation Model Disruption

Björn Schuller, Adria Mallol-Ragolta, Alejandro Peña Almansa +5

The dawn of Foundation Models has on the one hand revolutionised a wide range of research problems, and, on the other hand, democratised the access and use of AI-based tools by the…

cs.CL2024

Exploring Gender-Specific Speech Patterns in Automatic Suicide Risk Assessment

Maurice Gerczuk, Shahin Amiriparian, Justina Lutz +4

In emergency medicine, timely intervention for patients at risk of suicide is often hindered by delayed access to specialised psychiatric care. To bridge this gap, we introduce a s…

cs.SD2024

This Paper Had the Smartest Reviewers -- Flattery Detection Utilising an Audio-Textual Transformer-Based Approach

Lukas Christ, Shahin Amiriparian, Friederike Hawighorst +5

Flattery is an important aspect of human communication that facilitates social bonding, shapes perceptions, and influences behavior through strategic compliments and praise, levera…