<!--![header](.github/images/header.png)-->
<h1 align="center">Modulation</h1>
<!--# Modulation-->
This repository will host implementation time series signals modality algorithms.
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<p align="center" width="100%">
<a href="https://www.python.org/">
<img alt="python" src=".github/images/python.svg" height="40" align="left">
</a>
<a href="http://pytorch.org/"style="float: right;">
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# Contents Of This Readme
- [Algorithms](#algorithms)
- [Requirements](#requirements)
- [Usage](#usage)
- [Results](#results)
- [Denoise](#denoise)
- [Contributing](#contributing)
# Algorithms
- [spectral_denoise](modulation/regression/spectral_denoise.py) - Spectral Denoise
# Requirements
- pytorch
- tqdm
- Pillow
- numpy
- matplotlib
- torchaudio
- torch
- pynput
To install these use the command:
````bash
pip3 install -r requirements.txt
````
# Usage
Export python path to the repo root, so we can use the utilities module
````bash
export PYTHONPATH=/path-to-repo/
````
# Results
## Denoise
[Code](samples/regression/denoise.py)
### Screenshots
![Denoise](.github/images/results/denoise.png)
# Contributing
See guidelines for contributing [here](CONTRIBUTING.md).
# Citation
For citation you may use the following bibtex entry:
````
@misc{modulation,
author = {Heider, Christian},
title = {Neodroid Vision},
year = {2019},
publisher = {GitHub},
journal = {GitHub repository},
howpublished = {\url{https://github.com/aivclab/modulation}},
}
````
# Authors
* **Christian Heider Nielsen** - [cnheider](https://github.com/cnheider)
Here other [contributors](https://github.com/aivclab/modulation/contributors) to this project are listed.
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"description": "<!--![header](.github/images/header.png)-->\n\n<h1 align=\"center\">Modulation</h1>\n\n<!--# Modulation-->\n\nThis repository will host implementation time series signals modality algorithms.\n\n[![PyPI Status](https://badge.fury.io/py/repo.svg)](https://badge.fury.io/py/repo)\n[![Python Versions](https://img.shields.io/pypi/pyversions/repo.svg)](https://pypi.org/project/repo/)\n[![PyPI Status](https://pepy.tech/badge/repo)](https://pepy.tech/project/repo)\n[![Build Status](https://img.shields.io/endpoint.svg?url=https%3A%2F%2Factions-badge.atrox.dev%2Fauthor%2Frepo%2Fbadge%3Fref%3Dmaster&style=flat)](https://actions-badge.atrox.dev/author/repo/goto?ref=master)\n[![Documentation Status](https://readthedocs.org/projects/repo/badge/?version=latest)](https://lhotse.readthedocs.io/en/latest/?badge=latest)\n[![codecov](https://codecov.io/gh/author/repo/branch/master/graph/badge.svg)](https://codecov.io/gh/author/repo)\n[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/github/author/repo/blob/master/notebooks/repo-introduction.ipynb)\n\n| [![Build Status](https://travis-ci.org/aivclab/modulation.svg?branch=master)](https://travis-ci.org/aivclab/modulation) | [![Coverage Status](https://coveralls.io/repos/github/aivclab/modulation/badge.svg?branch=master)](https://coveralls.io/github/aivclab/modulation?branch=master) | [![GitHub Issues](https://img.shields.io/github/issues/aivclab/modulation.svg?style=flat)](https://github.com/aivclab/modulation/issues) | [![GitHub Forks](https://img.shields.io/github/forks/aivclab/modulation.svg?style=flat)](https://github.com/aivclab/modulation/network) | [![GitHub Stars](https://img.shields.io/github/stars/aivclab/modulation.svg?style=flat)](https://github.com/aivclab/modulation/stargazers) |[![GitHub License](https://img.shields.io/github/license/aivclab/modulation.svg?style=flat)](https://github.com/aivclab/modulation/blob/master/LICENSE.md) | [![CodeScene System Mastery](https://codescene.io/projects/12883/status-badges/system-mastery)](https://codescene.io/projects/12883) | [![CodeScene Code Health](https://codescene.io/projects/12883/status-badges/code-health)](https://codescene.io/projects/12883) |\n|--------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------------------------------------------------|---|---|---|---|---|---|\n\n<p align=\"center\" width=\"100%\">\n <a href=\"https://www.python.org/\">\n <img alt=\"python\" src=\".github/images/python.svg\" height=\"40\" align=\"left\">\n </a>\n <a href=\"http://pytorch.org/\"style=\"float: right;\">\n <img alt=\"pytorch\" src=\".github/images/pytorch.svg\" height=\"40\" align=\"right\" >\n </a>\n</p>\n<p align=\"center\" width=\"100%\">\n <a href=\"http://www.numpy.org/\">\n <img alt=\"numpy\" src=\".github/images/numpy.svg\" height=\"40\" align=\"left\">\n </a>\n <a href=\"https://github.com/tqdm/tqdm\" style=\"float:center;\">\n <img alt=\"tqdm\" src=\".github/images/tqdm.gif\" height=\"40\" align=\"center\">\n </a>\n</p>\n\n# Contents Of This Readme\n\n- [Algorithms](#algorithms)\n- [Requirements](#requirements)\n- [Usage](#usage)\n- [Results](#results)\n - [Denoise](#denoise)\n- [Contributing](#contributing)\n\n# Algorithms\n\n- [spectral_denoise](modulation/regression/spectral_denoise.py) - Spectral Denoise\n\n# Requirements\n\n- pytorch\n- tqdm\n- Pillow\n- numpy\n- matplotlib\n- torchaudio\n- torch\n- pynput\n\nTo install these use the command:\n\n````bash\npip3 install -r requirements.txt\n````\n\n# Usage\n\nExport python path to the repo root, so we can use the utilities module\n\n````bash\nexport PYTHONPATH=/path-to-repo/\n````\n\n# Results\n\n## Denoise\n\n[Code](samples/regression/denoise.py)\n\n### Screenshots\n\n![Denoise](.github/images/results/denoise.png)\n\n# Contributing\n\nSee guidelines for contributing [here](CONTRIBUTING.md).\n\n# Citation\n\nFor citation you may use the following bibtex entry:\n\n````\n@misc{modulation,\n author = {Heider, Christian},\n title = {Neodroid Vision},\n year = {2019},\n publisher = {GitHub},\n journal = {GitHub repository},\n howpublished = {\\url{https://github.com/aivclab/modulation}},\n}\n````\n\n# Authors\n\n* **Christian Heider Nielsen** - [cnheider](https://github.com/cnheider)\n\nHere other [contributors](https://github.com/aivclab/modulation/contributors) to this project are listed.\n",
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