Christian J. Steinmetz (@csteinmetz1)
github

csteinmetz1

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Top repositories

1

ai-audio-startups

Community list of startups working with AI in audio and music technology
1,372
star
2

auraloss

Collection of audio-focused loss functions in PyTorch
Python
630
star
3

pyloudnorm

Flexible audio loudness meter in Python with implementation of ITU-R BS.1770-4 loudness algorithm
Python
551
star
4

steerable-nafx

Steerable discovery of neural audio effects
Jupyter Notebook
198
star
5

dasp-pytorch

Differentiable audio signal processors in PyTorch
Python
197
star
6

micro-tcn

Efficient neural networks for analog audio effect modeling
Python
134
star
7

ronn

Randomized overdrive neural networks
Jupyter Notebook
129
star
8

wavebeat

End-to-end beat and downbeat tracking in the time domain.
Python
108
star
9

pymixconsole

Headless multitrack mixing console in Python
Python
105
star
10

AutomaticMixingPapers

Important papers and associated code on automatic mixing research
HTML
88
star
11

automix-toolkit

Models and datasets for training deep learning automatic mixing models
Python
80
star
12

NeuralReverberator

Reverb synthesis via a spectral autoencoder
Python
78
star
13

IIRNet

Direct design of biquad filter cascades with deep learning by sampling random polynomials.
Python
73
star
14

flowEQ

Ξ²-VAE for intelligent control of a five band parametric EQ
MATLAB
66
star
15

bela-zlc

Zero-latency convolution on Bela platform
C++
25
star
16

MixCNN

Convolutional Neural Network for multitrack mix leveling
Python
18
star
17

neural-2a

Neural network model of the analog LA-2A dynamic range compressor
CMake
14
star
18

computational-music-creativity

Materials for the Computational Music Creativity course at UPF-MTG (Spring 2020)
TeX
12
star
19

findio

The Spotify search you don't need and never wanted
HTML
11
star
20

PhaseAnalyzer

C++ plugin built with the JUCE Framework to provide insight about the relative phase relationship of audio signals
C++
10
star
21

pyloudnorm-eval

Evaluation of a number of loudness meter implementations
Python
10
star
22

auxCord

Sync Spotify accounts to build tailored playlists
JavaScript
7
star
23

mids

Implementation of content-based audio search algorithm.
Python
7
star
24

Cinuosity

Novel playlist generation and music discovery in Spotify
JavaScript
7
star
25

amida

audio mixing interface for data acquisition
Python
5
star
26

youtube-audio-dl

Utility to automate download and normalization of YouTube audio streams
Python
5
star
27

pyreqs

Easily build requirements.txt files automatically
Python
4
star
28

consynthance

Studying consonance as a result of vocal similarity
Jupyter Notebook
4
star
29

machine-learning

Materials for the Machine Learning course at UPF-MTG (Winter 2019)
Jupyter Notebook
3
star
30

arte

generative artwork created with canvas-sketch
JavaScript
3
star
31

ML4AP

Slides for my talk Applications of machine learning for assistive and creative audio plugins
JavaScript
3
star
32

cavae

Covert art variational autoencoder for generating new cover art
Python
3
star
33

aes-presenters-145th

Analysis of papers and presenters at the 145th AES Convention in NYC
Python
2
star
34

AudioTechTalks-S19

Materials and associated code for audio technology talks at Clemson University - Spring 2019
JavaScript
2
star
35

LDA-Music

LDA topic modeling of raw audio data for music suggestions
Python
2
star
36

aes-stats-147th

Analysis of papers from the 147th AES Convention in NYC
Python
2
star
37

macOS-laptop

Setup script for config and installation on a fresh macOS machine
Shell
2
star
38

tempnetic

Tempo estimation
Python
2
star
39

sBucket

Build large Spotify playlists using user top tracks and seed track recommendations
Python
1
star
40

ev-sound-analysis

Analyzing audio from electric vehicles to determine FMVSS 141 compliance
Python
1
star
41

personal-website

Personal website built with Angular 7 and Bootstrap 4
HTML
1
star
42

LoudnessHistory

An analysis of the perceived loudness of music over time.
Python
1
star