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Using machine learning to recognise gender by analysing recorded voice.

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dl471/GenderRecognitionByVoice

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README.md

README.md

 
 

clf_comparison.py

clf_comparison.py

 
 

data_process.py

data_process.py

 
 

getAttributes.r

getAttributes.r

 
 

main.py

main.py

 
 

neural_net.py

neural_net.py

 
 

sound_recorder.py

sound_recorder.py

 
 

voice.csv

voice.csv

 
 

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Gender Recognition By Voice

USAGE:

Run python clf_comparison.py to compare different classifiers for the problem.

Running main.py shows a menu in which you can choose either to train classifier or to record and analyse your voice.

Requirements

Python

  1. sklearn
  2. matplotlib
  3. pandas
  4. pyaudio

R

  1. warbleR

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Using machine learning to recognise gender by analysing recorded voice.

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  • Python 53.2%
  • R 46.8%