mamodrzejewski Goto Github PK

audio

Data manipulation and transformation for audio signal processing, powered by PyTorch

audiomentations

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

dawdreamer

Digital Audio Workstation with Python; VST instruments/effects, parameter automation, FAUST, Warp Markers, and JUCE processors

dl4mir

Deep learning for MIR

dotfiles

dvc

🦉Data Version Control | Git for Data & Models | ML Experiments Management

gnns-recipe

A recipe to study Graph Neural Networks (GNNs)

goban

A go board made with Python and pygame.

interpret

Fit interpretable models. Explain blackbox machine learning.

ismir-2021-tutorial-case-studies

Code for the ISMIR 2021 tutorial "Programming MIR Baselines from Scratch: Three Cases Studies"

kapre

kapre: Keras Audio Preprocessors

librosa

Python library for audio and music analysis

luigi-hello-world

toy example of luigi workflow orchestrator

mamodrzejewski.github.io

micrograd

A tiny scalar-valued autograd engine and a neural net library on top of it with PyTorch-like API

mir_program_kadenze

Supporting material for the Kadenze Music Information Retrieval Program

music-cocreation-tutorial

Start-to-finish tutorial for interactive music co-creation in PyTorch and Tensorflow.js

numpy_playground

onnxruntime-web-tutorial

:rocket: Browser-native machine learning app using ONNX Runtime Web

pap-post-loader

pychord

Python library to handle musical chords.

pycon-pl-2022-mir-with-python

Music Information Retrieval resources for Python programmers

pytorch-vae

A Collection of Variational Autoencoders (VAE) in PyTorch.

sklearn-audio-transfer-learning

A didactic toolkit to rapidly prototype audio classifiers with pre-trained Tensorflow models and Scikit-learn

sota-music-tagging-models

tbd-workshop-1

TBD workshop 1

torch-audiomentations

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

wimu_openl3_example