Preprint
Oct 2026
Audio System One Model: Typed Probabilistic Perception of Emotion in Speech
Speech applications ask many questions about the same voice: which emotion a listener perceives, how aroused the speaker sounds, whether they sound frustrated. Classifiers answer fast, over one fixed label set; audio language models (ALMs) take any question in text, but answer by generation, one pass per question, with...
Jaime Bellver-Soler, Iván Martín-Fernández, Anmol Guragain et al.
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