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Machine Learning for Cybersecurity Cookbook
book

Machine Learning for Cybersecurity Cookbook

by Emmanuel Tsukerman
November 2019
Intermediate to advanced content levelIntermediate to advanced
346 pages
9h 36m
English
Packt Publishing
Content preview from Machine Learning for Cybersecurity Cookbook

How to do it...

In the following steps, we show how to use the speech recognition library to convert audio recordings of speech into text and then search through these texts for desired keywords:

  1. Import the speech recognition library and select a list of audio files whose speech we wish to convert into text. Also, create a list of keywords you would like to automatically detect in these audio files:
import speech_recognitionlist_of_audio_files = ["Eleanor_Roosevelt.wav", "Comey.wav"]keywords = ["Twitter", "Linkedin", "Facebook", "Instagram", "password", "FBI"]
  1. Define a function that uses the Google speech recognition API to convert the audio file into text:
def transcribe_audio_file_to_text(audio_file): """Takes an audio file and ...
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Publisher Resources

ISBN: 9781789614671Supplemental Content