dl4mir
Music info retrieval tutorial
A tutorial on using deep learning techniques for music information retrieval tasks
Deep learning for MIR
241 stars
10 watching
35 forks
Language: Jupyter Notebook
last commit: 3 months ago deep-learningmir
Related projects:
Repository | Description | Stars |
---|---|---|
tuwien-musicir/dl_mir_tutorial | An interactive tutorial on using Deep Learning algorithms to analyze and retrieve music information | 51 |
keunwoochoi/transfer_learning_music | A repository providing tools and pre-trained models for music classification and regression tasks using transfer learning. | 256 |
keunwoochoi/icassp_2017 | A repository containing code and pre-trained models for music classification using Convolutional Recurrent Neural Networks. | 12 |
lostanlen/ismir2016 | This project involves using deep learning and musical instrument recognition to analyze the MedleyDB dataset. | 42 |
despoisj/deepaudioclassification | Automatically categorizes music genres using deep learning algorithms | 1,099 |
moonwalker440/music-megathread | A comprehensive collection of resources and tools for improving music listening experiences | 765 |
kristijanbartol/deep-music-tagger | Classifies music genres based on audio features using a deep learning model | 68 |
keunwoochoi/kapre | A Python library providing pre-built audio preprocessing layers for use in machine learning models. | 924 |
keunwoochoi/auralisation | Reconstructs audio features learned by convolutional neural networks into audible sounds | 42 |
cpjku/madmom | A Python audio signal processing library used in music information retrieval tasks. | 1,366 |
pluto1114/vue-music-qq | A Vue.js project for a music application with simple and smooth pages | 58 |
hswick/jutsu.ai | A Clojure wrapper for the Deeplearning4j machine learning library, providing a syntactically elegant API. | 100 |
omkamra/cowbells | A Clojure library for creating and controlling musical patterns using a generic sequencer and various scale options | 16 |
cooperhammond/irs | A command-line music downloader application that retrieves audio files and metadata from various sources | 381 |
jthickstun/thickstun2018invariances | This collection of Jupyter notebooks presents experiments on invariances and data augmentation for supervised music transcription. | 31 |