most citedTracing Back Music Emotion Predictions to Sound Sources and Intuitive Perceptual Qualities

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eess.AS2021★ 2 cited

On the Veracity of Local, Model-agnostic Explanations in Audio Classification: Targeted Investigations with Adversarial Examples

Verena Praher, Katharina Prinz, Arthur Flexer +1

Local explanation methods such as LIME have become popular in MIR as tools for generating post-hoc, model-agnostic explanations of a model's classification decisions. The basic ide…