Music Recommendations Based on User's Mood Using Convolutional Neural Networks

Music Recommendations Based on User's Mood Using Convolutional Neural Networks

This paper proposes a method for music recommendations using emotions, using deep learning techniques. The method is composed of two modules. The emotion detection module, which utilizes a hybrid architecture involving a Convolutional Neural Network (CNN) and a Reccurent Neural Network using Long-S...

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Bibliographic Details
Main Author: Andrei PETRESCU
Format: Article
Language:English
Published: Babes-Bolyai University, Cluj-Napoca 2022-07-01
Series:Studia Universitatis Babes-Bolyai: Series Informatica
Subjects:
mood, emotion, valence, energy, convolutional neural network,recurrent neural networks, long-short term memory, hybrid, regression, classification.
Online Access:http://193.231.18.162/index.php/subbinformatica/article/view/1204

Internet

http://193.231.18.162/index.php/subbinformatica/article/view/1204

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