cwitkowitz

ollama

Get up and running with Llama 3, Mistral, Gemma 2, and other large language models.

musicolors

A Javascript Library for Music Visualization Using Pitch, Energy, and Timbre. 🪄

symusic

A cross platform note level midi decoding library with lightening speed, based on minimidi.

ARA_SDK

Umbrella installer for all ARA SDK submodules

AQUA-Tk

AQUA-Tk = Audio QUality Assessment-Toolkit. (In development)

pesto

Self-supervised learning for fast pitch estimation

llark

Code for the paper "LLark: A Multimodal Instruction-Following Language Model for Music" by Josh Gardner, Simon Durand, Daniel Stoller, and Rachel Bittner.

cqt-pytorch

An invertible and differentiable implementation of the Constant-Q Transform (CQT).

MidiTok

MIDI / symbolic music tokenizers for Deep Learning models 🎶

vector-quantize-pytorch

Vector (and Scalar) Quantization, in Pytorch

SynthTab

Official Repository for ICASSP 2024 Paper "SynthTab: Leveraging Synthesized Data for Guitar Tablature Transcription"

MSongsDB

Code for the Million Song Dataset, the dataset contains metadata and audio analysis for a million tracks, a collaboration between The Echo Nest and LabROSA. See website for details.

multipitch_architectures

Pytorch project accompanying the paper "Towards Improved Multi-Pitch Estimation: Large Architectures and the Challenge of Evaluation", submitted to IEEE/ACM Transactions on Audio, Speech & Language Processing

JUCE

JUCE is an open-source cross-platform C++ application framework for desktop and mobile applications, including VST, VST3, AU, AUv3, LV2 and AAX audio plug-ins.

torch-audiomentations

Fast audio data augmentation in PyTorch. Inspired by audiomentations. Useful for deep learning.

audiomentations

A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.

torchcrepe

Pytorch implementation of the CREPE pitch tracker

penn

Pitch Estimating Neural Networks (PENN)

torchlibrosa

DiffRoll

PyTorch implementation of DiffRoll, a diffusion-based generative automatic music transcription (AMT) model

ivy

The Unified AI Framework

guitarsounds

python library to analyse guitar sounds

harana

A neural semi-CRF model for harmonic analysis

audacity

Audio Editor

mt3

MT3: Multi-Task Multitrack Music Transcription

audacitorch

PyTorch wrappers for using your model in audacity!

Singing-Vocal-Beat-Tracking

This repo contains the source code of the first deep learning-base singing voice beat tracking system. It leverages WavLM and DistilHuBERT pre-trained speech models to create vocal embeddings and trains linear multi-head self-attention layers on top of them to extract vocal beat activations. Then, it uses HMM decoder to infer signing beats and tempo.

Tab-estimator

pytorch-optimizer

torch-optimizer -- collection of optimizers for Pytorch

basic-pitch

A lightweight yet powerful audio-to-MIDI converter with pitch bend detection