Automated music genre classification using machine learning
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Updated
Apr 12, 2018 - Python
Automated music genre classification using machine learning
to classify music into different genres
Genre Classification using Convolutional Neural Networks
Using deep learning to predict the genre of a song.
Music Genre Classification using Logistic Regression
10 genre music genre classification. Comparative and exploratory analysis of the pre-processing routines applied, feature extraction techniques and the models used for identification are enclosed
This is a small project to classify the GTZAN dataset by applying multiple algorithms for training the models.
A ML approach to find genre of a given song file and to recommend similar songs in the same dataset.
Music genre classification done in two different ways. 1. Traditional ML and 2. Temporal feature integration/ Fusion of decisions.
🎵 Trained CNN model for Genre classification on GTZAN dataset [CNN Model: https://github.com/Hguimaraes/gtzan.keras]
Music Genre Classification on GTZAN. Submitted for the final project
Clasifying music into 8 Genres
Implemented multiple classification models using Python with GTZAN data set by leading a team of three people. Compared the performances of K-NN, SVM, CNN models and logged their results in terms of prediction accuracies. A Convolutional Neural Network model stood out with the highest prediction accuracy of 82% amongst all other models.
Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch
Music genre classification done in two different ways: 1.Traditional ML and 2.Temporal feature integration/Fusion of decisions
This repository contains a bunch of small tools which I wrote as a part of my Master's Thesis.
Classify audio into genres
Original Keras implementation of the code for the paper "Client-driven animated GIF generation framework using an acoustic feature," at 1171: Real-time 2D/3D Image Processing with Deep Learning (MTAP)
Machine learning approach to classify music genre on GTZAN dataset using CNN + LSTM
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