Pliploop

generative-models

Generative Models by Stability AI

peft

🤗 PEFT: State-of-the-art Parameter-Efficient Fine-Tuning.

videos

Code for the manim-generated scenes used in 3blue1brown videos

stable-audio-tools

Generative models for conditional audio generation

ManimML

ManimML is a project focused on providing animations and visualizations of common machine learning concepts with the Manim Community Library.

open-unmix-pytorch

Open-Unmix - Music Source Separation for PyTorch

Awesome-Mamba-Papers

Awesome Papers related to Mamba.

mir_eval

Evaluation functions for music/audio information retrieval/signal processing algorithms.

genmusic_demo_list

a list of demo websites for automatic music generation research

Mamba_State_Space_Model_Paper_List

[Mamba-Survey-2024] Paper list for State-Space-Model/Mamba and it's Applications

all-in-one

All-In-One Music Structure Analyzer

awesome-MIM

Reading list for research topics in Masked Image Modeling

Contrastive_Learning_Papers

A list of contrastive Learning papers

llark

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

MERT

Official implementation of the paper "Acoustic Music Understanding Model with Large-Scale Self-supervised Training".

sigsep-mus-eval

museval - source separation evaluation tools for python

DeepMIR

Teaching material for the course "Deep Learning for Music Analysis and Generation" I taught at National Taiwan University (2023 Fall)

RAVE-Latent-Diffusion

Generate new latent codes for RAVE with Denoising Diffusion models.

RepCodec

Models and code for RepCodec: A Speech Representation Codec for Speech Tokenization

fadtk

A simple library for Fréchet Audio Distance (FAD) calculation

song-describer-dataset

The Song Describer dataset is an evaluation dataset made of ~1.1k captions for 706 permissively licensed music recordings.

muscall

Official implementation of "Contrastive Audio-Language Learning for Music" (ISMIR 2022)

msm-mae

Masked Spectrogram Modeling using Masked Autoencoders for Learning General-purpose Audio Representations

MARBLE-Benchmark

Music Audio Representation Benchmark for Universal Evaluation

encodecmae

Codebase for the paper 'EncodecMAE: Leveraging neural codecs for universal audio representation learning'

Awesome-Mamba-in-Vision

List of papers related to State Space Models (Mamba) in Vision.

mir_ref

A Representation Evaluation Framework for Music Information Retrieval tasks

basic-pitch-torch

PyTorch version of Spotify's Basic Pitch

stable-audio-demo

mir-datasets

Simple collection of MIR datasets with metadata and links