57 Open source projects that are alternatives of or similar to sampleCNN-pytorch

Turkish Makam Music Symbolic Data Collection

Metadata, scripts and baselines for the MTG-Jamendo dataset

Genre Classification using Convolutional Neural Networks

A convenient MIDI / symbolic music tokenizer for Deep Learning networks, with multiple strategies 🎶

Turkish-Ottoman Makam (M)usic Analysis TOolbox

#nowplaying-RS: Music Recommendation using Factorization Machines

aubio plugins for Vamp

An AI for Automatic Instrumentation

A CNN which converts piano audio to a simplified MIDI format

A tutorial for using Essentia in Python

Source code for "Transferring the Style of Homophonic Music Using Recurrent Neural Networks and Autoregressive Model"

Automatic Music Genre Classification with Machine Learning Techniques

A collection of 174,154 multi-track piano-rolls

Zalo AI Challenge - Music Genre Classification

Official PyTorch implementation of Contrastive Learning of Musical Representations

A semantic and technical analysis of musical scores based on Information Retrieval Principles

A JavaScript module for searching music scores.

🔉 spafe: Simplified Python Audio Features Extraction

Network Analysis of Generalized Musical Spaces

A Dataset for Cover Song Identification and Understanding

Neural network to classify certain styles of Electronic music

The code for the ISMIR 2019 paper “Supervised symbolic music style translation using synthetic data”.

Slides and Code for "An Introduction to Audio Content Analysis," also taught at Georgia Tech as MUSI-6201. This introductory course on Music Information Retrieval is based on the text book "An Introduction to Audio Content Analysis", Wiley 2012/2022

A C++ Library for Audio Analysis

Tutorial covering Open Source tools for Source Separation.

Olaf: Overly Lightweight Acoustic Fingerprinting is a portable acoustic fingerprinting system.

DALI: a large Dataset of synchronised Audio, LyrIcs and vocal notes.

List of articles related to deep learning applied to music

Omniscient Mozart, being able to transcribe everything in the music, including vocal, drum, chord, beat, instruments, and more.

Collection of datasets used for Optical Music Recognition

Fast and simple music and audio analysis using RNN in Python 🕵️‍♀️ 🥁

A toolkit for symbolic music generation

C++ library for audio and music analysis, description and synthesis, including Python bindings

Easily access song lyrics from Genius in a tibble.

FMA: A Dataset For Music Analysis

The code for the MaD TwinNet. Demo page:

🎹 symbolic musical datasets

Matlab scripts accompanying the book "An Introduction to Audio Content Analysis" (www.AudioContentAnalysis.org)

Music Synthesis with Python talk, originally given at PyGotham 2017.

Source code for "Vocal melody extraction with semantic segmentation and audio-symbolic domain transfer learning".

Algorithms for matching audio file similarities. Mirror of https://git.iem.at/sciss/Strugatzki

Lyrics-to-audio-alignement system. Based on Machine Learning Algorithms: Hidden Markov Models with Viterbi forced alignment. The alignment is explicitly aware of durations of musical notes. The phonetic model are classified with MLP Deep Neural Network.

Instructional notebooks on music information retrieval.

🎵 Using Deep Learning to Categorize Music as Time Progresses Through Spectrogram Analysis

Audio feature extraction for JavaScript.

Python audio and music signal processing library

CREPE: A Convolutional REpresentation for Pitch Estimation -- pre-trained model (ICASSP 2018)

Music Structure Analysis Framework

JavaScript library for music/audio analysis and processing powered by Essentia WebAssembly

R wrapper for Spotify's Web API

A Multimodal Audio Sheet Music Dataset

Source code for "MusCaps: Generating Captions for Music Audio" (IJCNN 2021)

Basics of Musical Instruments Classification using Machine Learning

Master thesis: Structured Auto-Encoder with application to Music Genre Recognition (code)

Control mechanisms to the U-Net architecture for doing multiple source separation instruments

Package for automatic beat-mixing of music files in Python 🐻🎚

Automatic chord recognition application powered by machine learning