78 Open source projects that are alternatives of or similar to lakh-pianoroll-dataset

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

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

Audio feature extraction for JavaScript.

Basics of Musical Instruments Classification using Machine Learning

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

Tutorial covering Open Source tools for Source Separation.

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

Network Analysis of Generalized Musical Spaces

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

Automatic chord recognition application powered by machine learning

Genre Classification using Convolutional Neural Networks

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

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

Instructional notebooks on music information retrieval.

A JavaScript module for searching music scores.

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

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

A Multimodal Audio Sheet Music Dataset

Hum2Song: Multi-track Polyphonic Music Generation from Voice Melody Transcription with Neural Networks

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

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

Turkish Makam Music Symbolic Data Collection

"Dicy2 for Max" is a Max package implementing interactive agents using machine-learning to generate musical sequences that can be integrated into musical situations ranging from the production of structured material within a compositional process to the design of autonomous agents for improvised interaction. Check also our plugin for Ableton live !

FMA: A Dataset For Music Analysis

Turkish-Ottoman Makam (M)usic Analysis TOolbox

aubio plugins for Vamp

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

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

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

Official pytorch implementation of the paper: "Catch-A-Waveform: Learning to Generate Audio from a Single Short Example" (NeurIPS 2021)

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.

A C++ Library for Audio Analysis

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

Pytorch Implementation of wavegan model to generate audio

Python audio and music signal processing library

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

Music Structure Analysis Framework

🔉 spafe: Simplified Python Audio Features Extraction

R wrapper for Spotify's Web API

List of articles related to deep learning applied to music

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

A Clojure library for live-coding music with Alda

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

Collection of datasets used for Optical Music Recognition

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

A Dataset for Cover Song Identification and Understanding

Pytorch implementation of "Sample-level Deep Convolutional Neural Networks for Music Auto-tagging Using Raw Waveforms"

A toolkit for symbolic music generation

Metadata, scripts and baselines for the MTG-Jamendo dataset

Code for “Convolutional Generative Adversarial Networks with Binary Neurons for Polyphonic Music Generation”

An AI for Automatic Instrumentation

Easily access song lyrics from Genius in a tibble.

#nowplaying-RS: Music Recommendation using Factorization Machines

Neural network to classify certain styles of Electronic music

The code for the MaD TwinNet. Demo page:

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

Code accompanying ISMIR'19 paper titled "Learning to Traverse Latent Spaces for Musical Score Inpaintning"

🎹 symbolic musical datasets