83 Open source projects that are alternatives of or similar to muscaps

Neural network to classify certain styles of Electronic music

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

[CVPR 2019 Oral] Social-IQ: A Question Answering Benchmark for Artificial Social Intelligence

An AI for Automatic Instrumentation

A Dataset for Cover Song Identification and Understanding

Automatic Music Genre Classification with Machine Learning Techniques

Code accompanying our ECCV-2020 paper on 3D Neural Listeners.

🔉 spafe: Simplified Python Audio Features Extraction

Multimodal Image Synthesis and Editing: A Survey

Framework for estimating temporal properties of music tracks.

A tutorial for using Essentia in Python

Tutorial covering Open Source tools for Source Separation.

TensorFlow implementation of "Attentive Modality Hopping for Speech Emotion Recognition," ICASSP-20

Detecting Hate Speech in Memes Using Multimodal Deep Learning Approaches: Prize-winning solution to Hateful Memes Challenge. https://arxiv.org/abs/2012.12975

Zalo AI Challenge - Music Genre Classification

Automatic chord recognition application powered by machine learning

End-to-End learning framework for circular RNA classification from other long non-coding RNA using multimodal deep learning

#nowplaying-RS: Music Recommendation using Factorization Machines

Offical implementation of paper "MSAF: Multimodal Split Attention Fusion"

Statically detect double-lock & conflicting-lock bugs on MIR

Multigrid benchmark between Dlang's Mir library and Python's numpy

A CNN which converts piano audio to a simplified MIDI format

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

Metadata, scripts and baselines for the MTG-Jamendo dataset

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

Base software building blocks: Algebraic types (aka sumtype/tagged union/variant), universal reflection API, basic math, and more.

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

Pretty printing multidimensional D arrays.

Genre Classification using Convolutional Neural Networks

This repository contains the Pytorch implementation for our SCAI (EMNLP-2018) submission "A Knowledge-Grounded Multimodal Search-Based Conversational Agent"

The official repository for the CVPR 2019 paper "Overcoming Limitations of Mixture Density Networks: A Sampling and Fitting Framework for Multimodal Future Prediction"

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

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

Official PyTorch implementation of Contrastive Learning of Musical Representations

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

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

Turkish-Ottoman Makam (M)usic Analysis TOolbox

A JavaScript module for searching music scores.

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

MultiGraphGAN for predicting multiple target graphs from a source graph using geometric deep learning.

aubio plugins for Vamp

Network Analysis of Generalized Musical Spaces

Basics of Musical Instruments Classification using Machine Learning

A framework for Multimodal Intelligence research from Inspur HSSLAB.

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

Turkish Makam Music Symbolic Data Collection

This repository contains the implementation of the paper -- Bi-Bimodal Modality Fusion for Correlation-Controlled Multimodal Sentiment Analysis

Evaluation metrics for machine-composed symbolic music. Paper: "The Jazz Transformer on the Front Line: Exploring the Shortcomings of AI-Composed Music through Quantitative Measures", ISMIR 2020

A C++ Library for Audio Analysis

Deep Convolutional Bidirectional LSTM for Complex Activity Recognition with Missing Data. Human Activity Recognition Challenge. Springer SIST (2020)

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

Damage Identification in Social Media Posts using Multimodal Deep Learning: code and dataset

List of articles related to deep learning applied to music

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

Tutorial on Tempo, Beat and Downbeat estimation

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

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

Collection of datasets used for Optical Music Recognition

libfmp - Python package for teaching and learning Fundamentals of Music Processing (FMP)

Audio degradation toolbox in python, with a command-line tool. It is useful to apply controlled degradations to audio: e.g. data augmentation, evaluation in noisy conditions, etc.