Christopher Landschoot

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

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

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.

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

torch-l1-snr. Variations of L1 SNR Loss function for training audio source separation machine learning models

moises-light. Unofficial PyTorch implementation of "Moises-Light: Resource-efficient Band-split U-Net For Music Source Separation"

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.

album-art-generator. A repository for generating and upscaling images using Stable Diffusion 2.1 on <16GB VRAM

research-digest. Personal daily digest for research papers I'm interested in

rope-conformer. Modernized Conformer module with RoPE embeddings

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

Auralization. A Max patch for auralization with a GUI

Acoustics_Suite. A suite of functions to perform acoustic calculations

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

mss-datasets. One-stop tool for downloading & aggregating open-source music source separation datasets (MUSDB18-HQ, MoisesDB, MedleyDB)

Chorus-Delay-Plugin. A plugin built in JUCE that can function as a chorus or a delay.

demucs. Code for the paper Hybrid Spectrogram and Waveform Source Separation

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.

audio-transformers-course. The Hugging Face Course on Transformers for Audio

mps-sdpa. Python