A DNN for music emotion recognition routes predictions through mid-level perceptual features and shows only modest accuracy loss versus direct prediction, enabling feature-based explanations.
Our starting point is Aljanaki & Soleymani’sMid-level Percep- tual Features dataset [1], which provides mid-level fea- ture annotations
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Towards Explainable Music Emotion Recognition: The Route via Mid-level Features
A DNN for music emotion recognition routes predictions through mid-level perceptual features and shows only modest accuracy loss versus direct prediction, enabling feature-based explanations.