drscotthawley

aeiou

(ML) audio engineering i/o utils

audio-algebra

alchemy with embeddings

audio-classifier-keras-cnn

Audio Classifier in Keras using Convolutional Neural Network

DLAIE

Materials for Hawley's Deep Learning & AI Ethics course

fad_pytorch

Frechet Audio Distance evaluation in PyTorch

ml-audio-start

Suggestions for those interested in developing audio applications of machine learning

panotti

A multi-channel neural network audio classifier using Keras

SHAART

SHAART is a Python-based audio analysis toolkit, for educational purposes

signaltrain

learning audio effects with neural networks

drscotthawley/aeiou

(ML) audio engineering i/o utils

drscotthawley/DLAIE

Materials for Hawley's Deep Learning & AI Ethics course

drscotthawley/midi-player

Python launcher of animated MIDI player by @cifkao & @magenta

drscotthawley/vicregaddon

A lightweight and modular parallel PyTorch implementation of VICReg (intended for audio)

drscotthawley/botograder

An autograder for jupyter notebooks

drscotthawley/blog

my new blog site

drscotthawley/audiocraft

Audiocraft is a library for audio processing and generation with deep learning. It features the state-of-the-art EnCodec audio compressor / tokenizer, along with MusicGen, a simple and controllable music generation LM with textual and melodic conditioning.

drscotthawley/audiotools

Object-oriented handling of audio data, with GPU-powered augmentations, and more.

drscotthawley/LoopGAN

StyleGAN2 + MelGAN Audio Loop Generation

drscotthawley/midi-model

Midi event transformer for music generation

drscotthawley/torchopenl3

openl3 audio embedding for PyTorch

drscotthawley/TTTT

Trying To Teach Transformers - dump/playground for code

drscotthawley/accelerate

🚀 A simple way to train and use PyTorch models with multi-GPU, TPU, mixed-precision

drscotthawley/all-in-one

All-In-One Music Structure Analyzer

drscotthawley/basic-pitch

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

drscotthawley/denoising-diffusion-pytorch

Implementation of Denoising Diffusion Probabilistic Model in Pytorch

drscotthawley/essentia

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

drscotthawley/gradio

Create UIs for your machine learning model in Python in 3 minutes

drscotthawley/k-diffusion

Karras et al. (2022) diffusion models for PyTorch

drscotthawley/M2UGen

This is the official repository for M2UGen

drscotthawley/mamba-minimal

Simple, minimal implementation of the Mamba SSM in one file of PyTorch.

drscotthawley/midi-lm

Generative modeling of MIDI files

drscotthawley/ng-video-lecture

drscotthawley/PapersReimplementations

Personal short implementations of Machine Learning papers

drscotthawley/polyffusion

Polyffusion: A Diffusion Model for Polyphonic Score Generation with Internal and External Controls

drscotthawley/polytope

Geometric operations on polytopes of any dimension

drscotthawley/schedule_free

Schedule-Free Optimization in PyTorch

drscotthawley/tinyedm

Modular PyTorch (Lightning) implementation of Analyzing and Improving the Training Dynamics of Diffusion Models.

drscotthawley/VAE-Pytorch

This repository implements a simpleVAE for training on CPU on the MNIST dataset and provides ability to visualize the latent space, entire manifold as well as visualize how numbers interpolate between each other.

drscotthawley/VQVAE-Pytorch

This repo implements VQVAE on mnist and as well as colored version of mnist images. It also implements simple LSTM for generating sample numbers using the encoder outputs of trained VQVAE