/speech-recognition

Deploy a CNN model for simple Speech Recognition on AWS.

Primary LanguagePythonMIT LicenseMIT

Deploy a Speech Recognition System for simple Speech Recognition on AWS.

  • Modeled a Convolutional Neural Network in Keras/Tensorflow using Google's Speech Commands Dataset
  • Implemented a Flask Server
  • Deployed a Docker Container with uWSGI and NGINX implementation
  • Deployed everything on an EC2 instance on AWS

Link to Dataset: https://ai.googleblog.com/2017/08/launching-speech-commands-dataset.html