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<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;">
<img alt="pytorch" src=".github/images/pytorch.svg" height="40" align="right" >
</a>
</p>
<p align="center" width="100%">
<a href="http://www.numpy.org/">
<img alt="numpy" src=".github/images/numpy.svg" height="40" align="left">
</a>
<a href="https://github.com/tqdm/tqdm" style="float:center;">
<img alt="tqdm" src=".github/images/tqdm.gif" height="40" align="center">
</a>
</p>
# 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

# 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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[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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