List of articles related to deep learning applied to music

👁 👂 Smart media tagging for Nextcloud: recognizes faces, objects, landscapes, music genres

Classify music genre from a 10 second sound stream using a Neural Network.

Music genre classification with LSTM Recurrent Neural Nets in Keras & PyTorch

[REPO] Music Genre classification on GTZAN dataset using CNNs

Using deep learning to predict the genre of a song.

List of articles related to deep learning applied to music

music genre classification : LSTM vs Transformer

Tensorflow Implementation of Convolutional Recurrent Neural Networks for Music Genre Classification

Music genre classification from audio spectrograms using deep learning

Automatic Music Genre Classification with Machine Learning Techniques

Genre Classification using Convolutional Neural Networks

(ICASSP'21/CVPR'21) Wasserstein Barycenter Transport

Zalo AI Challenge - Music Genre Classification

Music Genre Recognition App With Accuracy of 89%.

GTZAN Music Genre Dataset Classification

🎵 Trained CNN model for Genre classification on GTZAN dataset [CNN Model: https://github.com/Hguimaraes/gtzan.keras]

Data pipeline and training pipeline for 🎵 music genre classification from FMA dataset

This project aims to classify music genres. CNN architecture and GTZAN dataset were used for model training. Finally, a Web Application was made with Flask.

Perform three types of feature extraction: STFT, MFCC and MelSpectrogram. Apply CNN/VGG with or without RNN architecture. Able to achieve 95% accuracy.