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GitHub / csteinmetz1 24 repositories

Machine learning for Hi-Fi audio. PhD Researcher at C4DM.

csteinmetz1/auraloss

Collection of audio-focused loss functions in PyTorch

Language: Python - Size: 130 KB - Last synced: 1 day ago - Pushed: 24 days ago - Stars: 665 - Forks: 65

csteinmetz1/ai-audio-startups

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

Size: 204 KB - Last synced: 3 days ago - Pushed: 2 months ago - Stars: 1,454 - Forks: 123

csteinmetz1/pyloudnorm

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

Language: Python - Size: 47.1 MB - Last synced: 14 days ago - Pushed: 4 months ago - Stars: 581 - Forks: 53

csteinmetz1/dasp-pytorch

Differentiable audio signal processors in PyTorch

Language: Python - Size: 1.21 MB - Last synced: 2 days ago - Pushed: 5 months ago - Stars: 200 - Forks: 4

csteinmetz1/auxCord

Sync Spotify accounts to build tailored playlists

Language: JavaScript - Size: 3.65 MB - Last synced: about 2 months ago - Pushed: about 5 years ago - Stars: 7 - Forks: 0

csteinmetz1/wavebeat

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

Language: Python - Size: 2.18 MB - Last synced: about 1 month ago - Pushed: over 2 years ago - Stars: 108 - Forks: 15

csteinmetz1/DeepAFx-ST-dev Fork of adobe-research/DeepAFx-ST

DeepAFx-ST - Style transfer of audio effects with differentiable signal processing. Please see https://csteinmetz1.github.io/DeepAFx-ST/

Language: Python - Size: 182 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

csteinmetz1/automix-toolkit

Models and datasets for training deep learning automatic mixing models

Language: Python - Size: 9.46 MB - Last synced: 3 months ago - Pushed: 5 months ago - Stars: 74 - Forks: 6

csteinmetz1/micro-tcn

Efficient neural networks for analog audio effect modeling

Language: Python - Size: 226 KB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 132 - Forks: 9

csteinmetz1/steerable-nafx

Steerable discovery of neural audio effects

Language: Jupyter Notebook - Size: 27.1 MB - Last synced: 3 months ago - Pushed: about 2 years ago - Stars: 198 - Forks: 17

csteinmetz1/llama Fork of facebookresearch/llama

Inference code for LLaMA models

Language: Python - Size: 1.06 MB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 0

csteinmetz1/tempnetic

Tempo estimation

Language: Python - Size: 72.3 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 1 - Forks: 0

csteinmetz1/mids

Implementation of content-based audio search algorithm.

Language: Python - Size: 146 KB - Last synced: about 2 months ago - Pushed: about 3 years ago - Stars: 7 - Forks: 0

csteinmetz1/ronn

Randomized overdrive neural networks

Language: Jupyter Notebook - Size: 15 MB - Last synced: 7 months ago - Pushed: almost 2 years ago - Stars: 129 - Forks: 11

csteinmetz1/fad_pytorch Fork of drscotthawley/fad_pytorch

Frechet Audio Distance evaluation in PyTorch

Language: Python - Size: 436 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 0 - Forks: 0

csteinmetz1/c4dmpoole Fork of c4dm/c4dmpoole

Language: HTML - Size: 16.6 MB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

csteinmetz1/Cinuosity

Novel playlist generation and music discovery in Spotify

Language: JavaScript - Size: 23.4 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 6 - Forks: 3

csteinmetz1/pyreqs

Easily build requirements.txt files automatically

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 3 - Forks: 0

csteinmetz1/pymixconsole

Headless multitrack mixing console in Python

Language: Python - Size: 2.48 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 85 - Forks: 11

csteinmetz1/mixing_secrets_v2 Fork of felixCheungcheung/mixing_secrets_v2

A NEW VERSION OF MIXING SECRETS DATASET FOR MUSIC SOURCE SEPARATION

Size: 7.96 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

csteinmetz1/youtube-audio-dl

Utility to automate download and normalization of YouTube audio streams

Language: Python - Size: 2.93 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 5 - Forks: 1

csteinmetz1/AutomaticMixingPapers

Important papers and associated code on automatic mixing research

Language: HTML - Size: 3.11 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 81 - Forks: 16

csteinmetz1/ev-sound-analysis

Analyzing audio from electric vehicles to determine FMVSS 141 compliance

Language: Python - Size: 863 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 1 - Forks: 1

csteinmetz1/bela-zlc

Zero-latency convolution on Bela platform

Language: C++ - Size: 4.97 MB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 22 - Forks: 0

csteinmetz1/mlcontests.github.io Fork of mlcontests/mlcontests.github.io

A list of public machine learning/data science/AI contests.

Size: 1010 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 0 - Forks: 0

csteinmetz1/audio-algebra Fork of drscotthawley/audio-algebra

alchemy with embeddings

Language: Jupyter Notebook - Size: 70.6 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

csteinmetz1/flowEQ

Ξ²-VAE for intelligent control of a five band parametric EQ

Language: MATLAB - Size: 33.7 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 60 - Forks: 11

csteinmetz1/neural-2a

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

Language: CMake - Size: 4.17 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 13 - Forks: 2

csteinmetz1/findio

The Spotify search you don't need and never wanted

Language: HTML - Size: 3.92 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 11 - Forks: 1

csteinmetz1/computational-music-creativity

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

Language: TeX - Size: 13.4 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 11 - Forks: 1

csteinmetz1/NeuralReverberator

Reverb synthesis via a spectral autoencoder

Language: Python - Size: 277 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 71 - Forks: 8

csteinmetz1/ismir2022-datasets Fork of otnemrasordep/ismir2022-datasets

list of MIR dataset papers presented at ISMIR 2022

Size: 9.77 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

csteinmetz1/semi-supervised-music-tagging-transformer Fork of minzwon/semi-supervised-music-tagging-transformer

Language: Python - Size: 40.9 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

csteinmetz1/pedalboard Fork of spotify/pedalboard

πŸŽ› πŸ”Š A Python library for manipulating audio.

Size: 11.9 MB - Last synced: about 1 year ago - Pushed: about 2 years ago - Stars: 1 - Forks: 1

csteinmetz1/arte

generative artwork created with canvas-sketch

Language: JavaScript - Size: 13.7 KB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

csteinmetz1/ML4AP

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

Language: JavaScript - Size: 41.7 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 3 - Forks: 0

csteinmetz1/sms-tools Fork of MTG/sms-tools

Sound analysis/synthesis tools for music applications

Size: 286 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 2 - Forks: 1

csteinmetz1/OpenAudio Fork of webprofusion/OpenAudio

A list of open source VST/audio plugin projects. Please contribute more links or open source your own plugins.

Size: 176 KB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 7 - Forks: 1

csteinmetz1/amida

audio mixing interface for data acquisition

Language: Python - Size: 3.26 MB - Last synced: about 1 year ago - Pushed: almost 5 years ago - Stars: 5 - Forks: 0

csteinmetz1/AudioTechTalks-S19

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

Language: JavaScript - Size: 126 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 2 - Forks: 2

csteinmetz1/cavae

Covert art variational autoencoder for generating new cover art

Language: Python - Size: 207 KB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 3 - Forks: 0

csteinmetz1/MixCNN

Convolutional Neural Network for multitrack mix leveling

Language: Python - Size: 2.1 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 18 - Forks: 3

csteinmetz1/LoudnessHistory

An analysis of the perceived loudness of music over time.

Language: Python - Size: 1000 Bytes - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 0

csteinmetz1/LDA-Music

LDA topic modeling of raw audio data for music suggestions

Language: Python - Size: 38.1 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 2 - Forks: 1

csteinmetz1/PhaseAnalyzer

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

Language: C++ - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 8 - Forks: 2

csteinmetz1/IIRNet

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

Language: Python - Size: 2.41 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 55 - Forks: 10

csteinmetz1/csteinmetz1

Size: 14.6 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 0 - Forks: 1

csteinmetz1/machine-learning

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

Language: Jupyter Notebook - Size: 6.62 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

csteinmetz1/aes-stats-147th

Analysis of papers from the 147th AES Convention in NYC

Language: Python - Size: 142 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 2 - Forks: 2

csteinmetz1/udons Fork of faroit/udons

🍜 baseline model for hear challenge

Language: Python - Size: 3.03 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

csteinmetz1/loudness.py Fork of BrechtDeMan/loudness.py

EBU R128 / ITU-R BS.1770 integrated loudness measurement in Python

Language: Python - Size: 2.93 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 1 - Forks: 0

csteinmetz1/consynthance

Studying consonance as a result of vocal similarity

Language: Jupyter Notebook - Size: 7.12 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 4 - Forks: 0

csteinmetz1/macOS-laptop

Setup script for config and installation on a fresh macOS machine

Language: Shell - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

csteinmetz1/ddsp Fork of magenta/ddsp

DDSP: Differentiable Digital Signal Processing

Size: 15 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 3 - Forks: 0

csteinmetz1/pyloudnorm-eval

Evaluation of a number of loudness meter implementations

Language: Python - Size: 48.3 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 10 - Forks: 1

csteinmetz1/mdx-submissions21 Fork of mdx-workshop/mdx-submissions21

Music Demixing Challenge Submission Repo

Size: 48.8 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

csteinmetz1/pytorch Fork of pytorch/pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Size: 253 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 0 - Forks: 0

csteinmetz1/Keras-GAN Fork of eriklindernoren/Keras-GAN

Collection of accessible implementations of Generative Adversarial Networks in Keras.

Language: Python - Size: 86.2 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 2 - Forks: 1

csteinmetz1/slate Fork of slatedocs/slate

Beautiful static documentation for your API

Language: JavaScript - Size: 1.01 MB - Last synced: about 1 year ago - Pushed: almost 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/personal-website

Personal website built with Angular 7 and Bootstrap 4

Language: HTML - Size: 20.5 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

csteinmetz1/wsbf-mechanize

Python scripts to automate various things at WSBF

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/rds-serial-connector

Send serial messages over RS-232 to update DPS text from WSBF now playing

Language: Python - Size: 2.93 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/simple-rsa

NaΓ―ve RSA implementation for MATH 4190

Language: Python - Size: 23.4 KB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/aes-presenters-145th

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

Language: Python - Size: 1.41 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 2 - Forks: 0

csteinmetz1/wsbf.net Fork of wsbf/wsbf.net

The WSBF website, written in Angular.

Language: PHP - Size: 19.1 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/AssemblyProgramming

Assignments from ECE 2730: Computer Organization Laboratory

Language: Assembly - Size: 3.01 MB - Last synced: about 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/ah-clark

Clark πŸ€–The Autonomous Air Hockey Robot

Language: C++ - Size: 86.9 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/radical Fork of wsbf/radical

Radio automation, but better

Language: JavaScript - Size: 90.8 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/sFilt

Python tool for filtering and sorting Spotify tracks based on existing playlists

Language: Python - Size: 126 KB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/aes-slides-145th Fork of hakimel/reveal.js

Slides for 145th AES MATLAB Student Plugin Competition

Language: JavaScript - Size: 48.5 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

csteinmetz1/py-alerts

Simple module/wrapper to send alerts from a python script.

Language: Python - Size: 135 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/TimeSeriesAnalysis

Homework from MATH 8090: Time Series Analysis

Language: TeX - Size: 642 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/sBucket

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

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 1 - Forks: 2

csteinmetz1/allmusic-playlister

Save the complete album credits from an artist/engineer/producer to a Spotify playlist

Language: Python - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/segan Fork of santi-pdp/segan

Speech Enhancement Generative Adversarial Network in TensorFlow

Language: Python - Size: 769 KB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/HaceFresco

Playlist generation for music discovery in Spotify

Language: Python - Size: 7.81 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/BinaryClock

Arduino code for LED Binary Clock

Language: Arduino - Size: 1.95 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

csteinmetz1/pBox

Simple command line credential/password management tool

Language: C - Size: 10.7 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0