csteinmetz1/IIRNet

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83
Rank 392,854 (Top 8 %)
Language
Python
License
Apache License 2.0
Created about 4 years ago
Updated over 2 years ago

csteinmetz1/IIRNet

csteinmetz1

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

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

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

ML4AP

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

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.