rvoleti89/whisper_ai

Whisper AI Interview Task

Install requirements

This code was written using the latest release of Python 3.8.

Ensure the additional requirements are installed by running pip install -r requirements.txt in your python environment. This code should not require anything other than numpy, scipy, seaborn, matplotlib >= 3.4.0, and jupyter (for my convolution implementation).

The main submission is the file whisper_interview.py. Please note the following:

• The functions decimate_by_2() and downsample_by_2() are defined here along with a main() function that tests the code and makes a few plots.
• Code can be run on the command line with python whisper_interview.py to view the results of the main function call

Additionally, I have done a manual implementation of the convolution operation using just numpy and a for loop. You can see the details of that in the included jupyter notebook whisper_convolution.ipynb file.

Thank you for considering my application!

-Rohit Voleti