drscotthawley

Physics prof, musician, code tinkerer. Specialty: ML + Musical Audio

Belmont University, PhysicsNashville, TN

Pinned Repositories

aeiou
(ML) audio engineering i/o utils
Language:Jupyter Notebook54 4 37
audio-algebra
alchemy with embeddings
Language:Jupyter Notebook34 3 02
audio-classifier-keras-cnn
Audio Classifier in Keras using Convolutional Neural Network
Language:Python160 9 262
DLAIE
Materials for Hawley's Deep Learning & AI Ethics course
Language:Jupyter Notebook38 6 013
fad_pytorch
Frechet Audio Distance evaluation in PyTorch
Language:Python35 5 03
ml-audio-start
Suggestions for those interested in developing audio applications of machine learning
177 12 215
panotti
A multi-channel neural network audio classifier using Keras
Language:Python271 15 3572
SHAART
SHAART is a Python-based audio analysis toolkit, for educational purposes
Language:Python30 4 43
signaltrain
learning audio effects with neural networks
Language:Python103 7 39

drscotthawley's Repositories

drscotthawley/panotti
A multi-channel neural network audio classifier using Keras
Language:Python271 15 3572
drscotthawley/audio-classifier-keras-cnn
Audio Classifier in Keras using Convolutional Neural Network
Language:Python160 9 262
drscotthawley/vibrary
Vibrary is a GUI client for a user-trainable neural network tool to help producers find audio files on their hard drives
Language:C++18 3 01
drscotthawley/devblog3
another dev blog attempt
Language:Jupyter Notebook64
drscotthawley/drscotthawley.github.io
My customization of the jekyll-now blogging system
Language:HTML1
drscotthawley/fastai2_audio
Audio Module for fastai v2
1
drscotthawley/Mask_RCNN_SPNet
Modificaton of "Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow", outputs floats instead of class labels
Language:Python1
drscotthawley/pyvst-effects-controller
Language:C++1
drscotthawley/audio_to_midi_melodia
Extract the melody from an audio file and export to MIDI
drscotthawley/breadboard_sim
Silicon Valley Hacks hackathon winner
drscotthawley/clanvas
Command-line client for Canvas by Instructure
drscotthawley/classfinder-scraper
Language:Python
drscotthawley/cv
My CV built using RMarkdown and the pagedown package.
Language:HTML1
drscotthawley/deck_of_cards
A minimal example of nbdev using code from Allen Downey's Think Python 2nd Ed
drscotthawley/Dereverberation-Plugin
drscotthawley/espiownage_old
Utterly dominating the inference of ESPI images of steelpan drums AND MORE.
Language:Python3 0
drscotthawley/fastai
The fastai deep learning library
drscotthawley/fastai2
Temporary home for fastai v2 while it's being developed
Language:Jupyter Notebook
drscotthawley/fastpages
An easy to use blogging platform, with enhanced support for Jupyter Notebooks.
Language:Jupyter Notebook
drscotthawley/flashtorch
Visualization toolkit for neural networks in PyTorch! Demo -->
Language:HTML2 0
drscotthawley/github-slideshow
A robot powered training repository :robot:
Language:Ruby
drscotthawley/imagewoofv2-fastv2-maxpoolblur
drscotthawley/jquery-simulate-ext
jQuery simulate extended
drscotthawley/magenta
Magenta: Music and Art Generation with Machine Intelligence
drscotthawley/navis
Neural Audio Visualizer, monitoring/debugging tool. Visualizing weights & activations for PyTorch
drscotthawley/resume
Markdown and PDF generation of my Resume and CV from YAML
drscotthawley/scottergories
my private blog about classification
Language:Jupyter Notebook
drscotthawley/Simple_Adversarial_Examples
Repo of simple adversarial examples on vanilla neural networks trained on MNIST
Language:Jupyter Notebook
drscotthawley/tensorman
Utility for easy management of Tensorflow containers
Language:Rust
drscotthawley/vis_original
Language:JavaScript