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cs.SD2025
Charting 15 years of progress in deep learning for speech emotion recognition: A replication study
Andreas Triantafyllopoulos, Anton Batliner, Björn W. Schuller
Speech emotion recognition (SER) has long benefited from the adoption of deep learning methodologies. Deeper models -- with more layers and more trainable parameters -- are general…
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…