Noise Python Packages

inaspeechsegmenter

CNN-based audio segmentation toolkit. Allows to detect speech, music, noise and speaker gender. Has been designed for large scale gender equality studies based on speech time per gender.

framework-reproducibility

Providing reproducibility in deep learning frameworks

pnoise

Vectorized port of Processing noise() function

fft-cnr

FFT-based contrast-to-noise ratio estimation from single frames

random-word-generator

This library helps you to create random words i.e noise in text data. Helpful in many tasks like the generation of random authorization token generation of constant or variable length, text data augmentation, etc.

gridengine-framework

grid-engine is a tool for generating and manipulating 2d landscapes.

audiomate

Python library for handling audio datasets.

zenix

Zenix: A Lightweight Tool for Procedural Noise Generation

ipfml

Image Processing For Machine Learning

itk-meshnoise

Classes to perturb mesh objects with Gaussian noise

perlin-numpy

A fast and simple perlin noise generator using numpy

tensorflow-determinism

Providing reproducibility in deep learning frameworks

iftg

IFTG (ImageFromTextGenerator) is a Python package that simplifies creating robust datasets for OCR models. Generate images from text, apply over 10 built-in noise effects, and customize fonts and layouts. IFTG supports all languages and offers endless noise combinations, including custom noise creation.

quantum-gates

Noisy Quantum Gates model for simulating the noise of quantum devices.

textnoisr

Adding random noise to a text dataset, and controlling very accurately the quality of the result

seismic

SeisMIC is a python software suite to monitor phase velocity changes in time and space in seismology using ambient noise.

ofiber

A python module for mode calculations in cylindrical and planar fibers.

kydlib

Routines for exploratory data analysis.

circuitpython-noise

Simplex noise (like Perlin noise) for CircuitPython

noiseframework

Noise Protocol Framework in Python.

nperlinnoise

A robust open source implementation of Perlin Noise Algorithm for N-Dimensions in Python

imscript

a collection of small and standalone utilities for image processing, written in C

keras-gradient-noise

Add gradient noise to any Keras optimizer

pyperiod

Python package implementing various periodicity transforms in Python: Sethares and Staley, Muresan and Parks, my own.