csteinmetz1/ML4AP

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JavaScript
License
MIT License
Created about 5 years ago
Updated about 5 years ago

csteinmetz1/ML4AP

csteinmetz1

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Slides for my talk Applications of machine learning for assistive and creative audio plugins

ai-audio-startups

Community list of startups working with AI in audio and music technology

auraloss

Collection of audio-focused loss functions in PyTorch

pyloudnorm

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

dasp-pytorch

Differentiable audio signal processors in PyTorch

steerable-nafx

Steerable discovery of neural audio effects

Jupyter Notebook

micro-tcn

Efficient neural networks for analog audio effect modeling

ronn

Randomized overdrive neural networks

Jupyter Notebook

wavebeat

End-to-end beat and downbeat tracking in the time domain.

pymixconsole

Headless multitrack mixing console in Python

AutomaticMixingPapers

Important papers and associated code on automatic mixing research

automix-toolkit

Models and datasets for training deep learning automatic mixing models

IIRNet

Direct design of biquad filter cascades with deep learning by sampling random polynomials.

NeuralReverberator

Reverb synthesis via a spectral autoencoder

flowEQ

β-VAE for intelligent control of a five band parametric EQ

bela-zlc

Zero-latency convolution on Bela platform

MixCNN

Convolutional Neural Network for multitrack mix leveling

neural-2a

Neural network model of the analog LA-2A dynamic range compressor

findio

The Spotify search you don't need and never wanted

computational-music-creativity

Materials for the Computational Music Creativity course at UPF-MTG (Spring 2020)

PhaseAnalyzer

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

pyloudnorm-eval

Evaluation of a number of loudness meter implementations

Cinuosity

Novel playlist generation and music discovery in Spotify

mids

Implementation of content-based audio search algorithm.

auxCord

Sync Spotify accounts to build tailored playlists

youtube-audio-dl

Utility to automate download and normalization of YouTube audio streams

amida

audio mixing interface for data acquisition

pyreqs

Easily build requirements.txt files automatically

machine-learning

Materials for the Machine Learning course at UPF-MTG (Winter 2019)

Jupyter Notebook

consynthance

Studying consonance as a result of vocal similarity

Jupyter Notebook

arte

generative artwork created with canvas-sketch

LDA-Music

LDA topic modeling of raw audio data for music suggestions

cavae

Covert art variational autoencoder for generating new cover art

aes-presenters-145th

Analysis of papers and presenters at the 145th AES Convention in NYC

AudioTechTalks-S19

Materials and associated code for audio technology talks at Clemson University - Spring 2019

aes-stats-147th

Analysis of papers from the 147th AES Convention in NYC

macOS-laptop

Setup script for config and installation on a fresh macOS machine

tempnetic

Tempo estimation

sBucket

Build large Spotify playlists using user top tracks and seed track recommendations

ev-sound-analysis

Analyzing audio from electric vehicles to determine FMVSS 141 compliance

personal-website

Personal website built with Angular 7 and Bootstrap 4

LoudnessHistory

An analysis of the perceived loudness of music over time.