onchiptech/audio_analyzer

A data science approach to analyzing and comparing audio files

Audio Analyzer

The code in this project provides a means of comparing two audio files through visualization to see their similarities and differences. A detailed walkthrough for how to implement the custom classes is provided in the main.ipynb. Additionaly, you can find a writeup and sample analysis using these tools at this medium article.

Project Contents

• main.ipynb - Documentation and implementation for the AudioAnalyzer and SpetrumCompare classes.

• python - Contains the main code base in the AudioAnalyzer.py file.

• audio - Contains sample audio for the demonstrations.

Required Packages

In order to implement these classes, you will need the following packages installed in your environment:

• numpy
• pandas
• matplotlib
• seaborn
• scipy
• librosa

Also, if you are using linux, you may also need to install additional codecs if you want to use MP3 files and not WAV files.

License

The code in this project is shared under the MIT license. You are free to use it as you like, but please give credit when applicable.