Abstract: Songs have long been a common choice as a means of expression to describe and comprehend human feelings. We can greatly benefit from trustworthy emotion-based classification systems when it comes to interpreting their significance. The outcomes of study into the classification of music based on emotions, however, have not been the best. We provide an affective cross-platform music player in this project that makes music suggestions based on the user's current mood. By merging the capabilities of emotion context reasoning within our adaptive music recommendation engine, EMP offers intelligent mood-based music recommendations.
Keywords: Deep Learning, CNN Algorithm, Face Expression, Music Classification.