Machine learning based animal emotion classification using audio signals
Mariia Slobodian, Mykola Kozlenko
3/23/2025
cs.SDcs.LG
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Abstract
This paper presents the machine learning approach to the automated classification of a dog's emotional state based on the processing and recognition of audio signals. It offers helpful information for improving human-machine interfaces and developing more precise tools for classifying emotions from acoustic data. The presented model demonstrates an overall accuracy value above 70% for audio signals recorded for one dog.
