We saw a password generator that detected the pattern in which you smashed the keyboard so to login in you would smash the keyboard and the generator would return a probability that you are the user. If above a certain probability then it allows the login. We wanted to do a similar concept but with the sound of your voice.
What it does
Let's you create an account with a username and sound samples, then you can try to login to see if the program recognises you by providing a new sound sample as a password.
How we built it
Challenges we ran into
Installing and using tensorflow.
Accomplishments that we're proud of
This was our first time using tensorflow, and while we're not absolutely certain it's learning well (or even if it's learning what we want it to), it learned something! We managed to segment the project up nicely between us in order to distribute work effectively.
What we learned
To be honest, our neural net probably learned more than we did...
What's next for Spook Me
Training the model with a larger/more appropriate data-set to attempt to improve accuracy Familiarising ourselves with tensorflow as to ensure that our implementation is correct.