fyremael

nendo

The Nendo AI Audio Tool Suite

dataspeech

singing-songstarter

Sing an idea ➡️ AI music sample🔥🎶

jlt

Johnson-Lindenstrauss transform (JLT), random projections (RP), fast Johnson-Lindenstrauss transform (FJLT), and randomized Hadamard transform (RHT) in python 3.x

webdataset

A high-performance Python-based I/O system for large (and small) deep learning problems, with strong support for PyTorch.

DreamSound

Code for Investigating Personalization Methods in Text to Music Generation

WaivOps-HH-LFBB

HH-LFBB is an open audio dataset containing a series of drum recordings in the genre of hip hop and urban rhythms.

Beat-Transformer

Codes for ISMIR 2022 paper: Beat Transformer: Demixed Beat and Downbeat Tracking with Dilated Self-Attention

cliffordlayers

lightning-hydra-template

PyTorch Lightning + Hydra. A very user-friendly template for ML experimentation. ⚡🔥⚡

Digital-Filters-in-Audio-Signal-Processing

Digital FIR and IIR filters with intelligible Python codes using SciPy.

encodec

State-of-the-art deep learning based audio codec supporting both mono 24 kHz audio and stereo 48 kHz audio.

PNDM

The official implementation for Pseudo Numerical Methods for Diffusion Models on Manifolds (PNDM, PLMS | ICLR2022)

Tidal-Media-Downloader

Download 'TIDAL' Music On Windows/Linux/MacOs (PYTHON/C#)

audio-diffusion

annotated_deep_learning_paper_implementations

🧑‍🏫 60 Implementations/tutorials of deep learning papers with side-by-side notes 📝; including transformers (original, xl, switch, feedback, vit, ...), optimizers (adam, adabelief, sophia, ...), gans(cyclegan, stylegan2, ...), 🎮 reinforcement learning (ppo, dqn), capsnet, distillation, ... 🧠

Bash-Oneliner

A collection of handy Bash One-Liners and terminal tricks for data processing and Linux system maintenance.

diffusion_models

A series of tutorial notebooks on denoising diffusion probabilistic models in PyTorch

Awesome-Diffusion-Models

A collection of resources and papers on Diffusion Models

v-diffusion-pytorch

v objective diffusion inference code for PyTorch.

encoder4editing

Official implementation of "Designing an Encoder for StyleGAN Image Manipulation" (SIGGRAPH 2021) https://arxiv.org/abs/2102.02766

ml4a

A python library and collection of notebooks for making art with machine learning.

keras-unet

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from multiple projects I performed working on semantic segmentation tasks

2nd-Freesound-Audio-Tagging-2019

icassp19

Public repository for the paper "Learning Sound Event Classifiers from Web Audio with Noisy Labels"

lucid

A collection of infrastructure and tools for research in neural network interpretability.

pixel_level_land_classification

Tutorial demonstrating how to create a semantic segmentation (pixel-level classification) model to predict land cover from aerial imagery. This model can be used to identify newly developed or flooded land. Uses ground-truth labels and processed NAIP imagery provided by the Chesapeake Conservancy.

python-machine-learning-book-2nd-edition

The "Python Machine Learning (2nd edition)" book code repository and info resource

DataScienceVM

Tools and Docs on the Azure Data Science Virtual Machine (http://aka.ms/dsvm)

AirSim

Open source simulator for autonomous vehicles built on Unreal Engine / Unity, from Microsoft AI & Research