crlandsc

Christopher Landschoot's repositories

tiny-audio-diffusion

A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)

Language:PythonMIT137 7 3

Music-Demixing-with-Band-Split-RNN

An unofficial PyTorch implementation of Music Source Separation with Band-split RNN for MDX-23 ("Label Noise" Track)

Language:Python118 40

Model-based-Bayesian-DoA-Analysis-for-Sound-Sources-Using-a-Spherical-Microphone-Array

A machine learning algorithm that estimates the directions of arrival and relative levels of an arbitrary number of sound sources using recorded data from a 16-channel spherical microphone array.

Language:MATLAB10 10

torch-log-wmse-audio-quality

logWMSE, an audio quality metric & loss function with support for digital silence target. Useful for training and evaluating audio source separation systems.

Language:PythonApache-2.08 10

album-art-generator

A repository for generating and upscaling images using Stable Diffusion 2.1 on <16GB VRAM

Language:Jupyter Notebook3 20

BS-RoFormer

Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs

Language:PythonMIT300

Music-Genre-Classification-Using-Convolutional-Neural-Networks

Music genre classification system built on a convolutional neural network trained on Mel-spectrograms of 3-second audio samples.

Language:Jupyter Notebook2 20

Acoustics_Suite

A suite of functions to perform acoustic calculations

Language:MATLAB1 10

audio-transformers-course

The Hugging Face Course on Transformers for Audio

Language:MDXApache-2.0100

audiomentations

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

Language:PythonMIT100

Auralization

A Max patch for auralization with a GUI

Language:MaxGPL-3.01 10

Chorus-Delay-Plugin

A plugin built in JUCE that can function as a chorus or a delay.

Language:C++1 10

demucs

Code for the paper Hybrid Spectrogram and Waveform Source Separation

Language:PythonMIT100

Housing-Price-Predictions-Using-Machine-Learning

This project creates machine learning regression models to predict the sale prices of homes in Ames, IA.

Language:Jupyter Notebook1 10

Multi-Layer-Perceptron-Neural-Network-Demo

An implementation of a simple MLP neural network from scratch to demonstrate the components of a neural network.

Language:PythonMIT1 20

Reddit-Classification-With-Natural-Language-Processing-And-Machine-Learning

This project uses natural language processing (NLP) techniques with ensembled machine learning models to predict from which subreddit a post originates.

Language:Jupyter Notebook1 20

ai-audio-startups

Community list of startups working with AI in audio and music technology

Apache-2.0000

audio-diffusion-pytorch-trainer

Updated trainer for audio-diffusion-pytorch to v0.1.3

Language:Jupyter NotebookMIT010

flight-deals

Searches through upcoming flight data to find deals on upcoming flights. If flight deals are found an email or text will be sent notifying of the deals.

Language:Python010