Shypd.aiThe largest open index of AI toolsMusicGenreClassification is an Open Source AI tool that classifies music genre from a 10-second sound stream using a Neural Network. It is based on academic research in deep learning and sound processing.
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MusicGenreClassification is an open-source project developed at Tel Aviv University for academic research in Deep Learning and Sound Processing. It utilizes a Neural Network to classify music genres from 10-second sound streams. The project leverages Mel-frequency cepstral coefficients (MFCC) and mel-frequencies for preprocessing audio data, and implements a Convolutional Neural Network for classification. It supports 10 genres including blues, classical, country, disco, hiphop, jazz, metal, pop, reggae, and rock. The tool provides scripts for downloading sound samples, preprocessing them, formatting input for the neural network, and training the model.
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