A full Bayesian framework is illustrated. The R-packages estimate the posteriors and classify any dataset converted to persistence diagrams.

Code for the paper "Model Agnostic Interpretability for Multiple Instance Learning".

A backend library for multiple instance learning implemented in PyTorch.

Reverberation Deep Learning Toolbox for Python - Keras

Quickly copy in changes to a file and push code to a git repository used for teaching

CNN based single speaker localization

maracas is a library for corrupting audio files with additive and convolutive noise.

Sound event localization, detection, and tracking of multiple overlapping and moving sources in 2D spherical space using convolutional recurrent neural network

Pyroomacoustics is a package for audio signal processing for indoor applications. It was developed as a fast prototyping platform for beamforming algorithms in indoor scenarios.

Tensorflow implementation of deep CASA

This repository contains the code to reproduce the core results from the paper "Adversarial Variational Bayes: Unifying Variational Autoencoders and Generative Adversarial Networks".

📦 A Human's Ultimate Guide to setup.py.