Scott H. Hawley (@drscotthawley)
github

drscotthawley

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Top repositories

1

panotti

A multi-channel neural network audio classifier using Keras
Python
269
star
2

ml-audio-start

Suggestions for those interested in developing audio applications of machine learning
171
star
3

audio-classifier-keras-cnn

Audio Classifier in Keras using Convolutional Neural Network
Python
158
star
4

signaltrain

learning audio effects with neural networks
Python
98
star
5

aeiou

(ML) audio engineering i/o utils
Jupyter Notebook
52
star
6

DLAIE

Materials for Hawley's Deep Learning & AI Ethics course
Jupyter Notebook
34
star
7

fad_pytorch

Frechet Audio Distance evaluation in PyTorch
Python
33
star
8

audio-algebra

alchemy with embeddings
Jupyter Notebook
33
star
9

SHAART

SHAART is a Python-based audio analysis toolkit, for educational purposes
Python
27
star
10

vibrary

Vibrary is a GUI client for a user-trainable neural network tool to help producers find audio files on their hard drives
C++
17
star
11

midi-player

Python launcher of animated MIDI player by @cifkao & @magenta
Python
16
star
12

vicregaddon

A lightweight and modular parallel PyTorch implementation of VICReg (intended for audio)
Python
13
star
13

blog_fastpages

Scott H. Hawley's Blog
Jupyter Notebook
10
star
14

PolarPatternPlotter

iOS app for measuring sound directivity of loudspeakers and microphones
Swift
10
star
15

SoundFieldsForever

App Suite for Visualizing Sound in 3D
C#
7
star
16

devblog3

another dev blog attempt
Jupyter Notebook
6
star
17

fastproaudio

End-to-end audio deep learning with fastai
Jupyter Notebook
5
star
18

FaceOSC-iOS

Port to iOS of Christopher Baker's FaceOSC for Kyle McDonald's ofxFaceTracker, with output set to be compatible with Rebecca Fiebrink's Wekinator
Objective-C++
5
star
19

espiownage

Ownage of ESPI image inference. (Pronounced like "espionage" but with a little "own" in the middle.)
Jupyter Notebook
4
star
20

NASH_time_align

Learning to do Time Alignment. Built within the fastproaudio repo, cf. https://drscotthawley.github.io/fastproaudio/time_align.html
Jupyter Notebook
4
star
21

botograder

An autograder for jupyter notebooks
Python
3
star
22

image-capture-opencv

Python utility for image capture, frame subtraction, (e.g. for ESPI)
Python
3
star
23

prefigure

Run configuration management utils: combines configparser, argparse, and wandb.API
Python
3
star
24

DataLoader

FanFic account of DJ DataLoader
2
star
25

SPNet

Object detection for ESPI images of oscillating steelpan drums
Python
2
star
26

room-shape

'Deep' neural network learns (boxy) room shape given mode frequencies, or vice versa
Python
2
star
27

talks

talks I've given
Jupyter Notebook
2
star
28

blog

my new blog site
Jupyter Notebook
2
star
29

TTTT

Trying To Teach Transformers - dump/playground for code
Jupyter Notebook
1
star
30

machinelearningfoundations

A series of tutorials I'm writing for myself and students
Jupyter Notebook
1
star
31

blog_quarto

Quarto version of former fastpages blog
Jupyter Notebook
1
star
32

add-menu-popover-demo

Swift: Example of a popover window with a navigation controller and multiple pages for user selection
Swift
1
star
33

mrspuff

A library for Deep Learning education. (deep learning <=> having a school at the bottom of the ocean)
Jupyter Notebook
1
star
34

oplas

Official repository for "Operational Latent Spaces"
Jupyter Notebook
1
star