crlandsc
Audio ML engineer and researcher with a passion for music and spatial audio.
WhitebalanceChicago, IL
Pinned Repositories
Acoustics_Suite
A suite of functions to perform acoustic calculations
album-art-generator
A repository for generating and upscaling images using Stable Diffusion 2.1 on <16GB VRAM
audio-transformers-course
The Hugging Face Course on Transformers for Audio
audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
BS-RoFormer
Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs
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.
Music-Demixing-with-Band-Split-RNN
An unofficial PyTorch implementation of Music Source Separation with Band-split RNN for MDX-23 ("Label Noise" Track)
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.
tiny-audio-diffusion
A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)
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.
crlandsc's Repositories
crlandsc/tiny-audio-diffusion
A repository for generating and training short audio samples with unconditional waveform diffusion on accessible consumer hardware (<2GB VRAM GPU)
crlandsc/Music-Demixing-with-Band-Split-RNN
An unofficial PyTorch implementation of Music Source Separation with Band-split RNN for MDX-23 ("Label Noise" Track)
crlandsc/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.
crlandsc/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.
crlandsc/album-art-generator
A repository for generating and upscaling images using Stable Diffusion 2.1 on <16GB VRAM
crlandsc/BS-RoFormer
Implementation of Band Split Roformer, SOTA Attention network for music source separation out of ByteDance AI Labs
crlandsc/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.
crlandsc/Acoustics_Suite
A suite of functions to perform acoustic calculations
crlandsc/audio-transformers-course
The Hugging Face Course on Transformers for Audio
crlandsc/audiomentations
A Python library for audio data augmentation. Inspired by albumentations. Useful for machine learning.
crlandsc/Auralization
A Max patch for auralization with a GUI
crlandsc/Chorus-Delay-Plugin
A plugin built in JUCE that can function as a chorus or a delay.
crlandsc/demucs
Code for the paper Hybrid Spectrogram and Waveform Source Separation
crlandsc/Housing-Price-Predictions-Using-Machine-Learning
This project creates machine learning regression models to predict the sale prices of homes in Ames, IA.
crlandsc/Multi-Layer-Perceptron-Neural-Network-Demo
An implementation of a simple MLP neural network from scratch to demonstrate the components of a neural network.
crlandsc/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.
crlandsc/ai-audio-startups
Community list of startups working with AI in audio and music technology
crlandsc/audio-diffusion-pytorch-trainer
Updated trainer for audio-diffusion-pytorch to v0.1.3
crlandsc/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.
crlandsc/audio-diffusion-pytorch-trainer_0.1.3
Trainer for audio-diffusion-pytorch (version 0.1.3)
crlandsc/audiotools
Object-oriented handling of audio data, with GPU-powered augmentations, and more.
crlandsc/crlandsc
Homepage
crlandsc/log-wmse-audio-quality
logWMSE, an audio quality metric with support for digital silence target. Useful for evaluating audio source separation systems, even when there are many audio tracks or stems.
crlandsc/mamba
Mamba SSM architecture
crlandsc/mile-to-km-converter
Simple mile to kilometer converter. Built with Tkinter.
crlandsc/password-manager
A password manager program with password generator functionality.
crlandsc/quiz-game
A quiz application that draws random quiz questions from "Open Trivia Database" online via an API.
crlandsc/stock-news
Sends a text message to your phone with stock news if there is a large change in a stock price. Built with Alphavantage, NewsAPI, and Twilio APIs.
crlandsc/US-states-game
A US States guessing game built with Pandas and Turtle libraries.
crlandsc/workout-tracker
Tracks a user's activity via Nutritionix's smart API and log into a google sheet via Sheety's API