Skip to content

Shambhavi-Desh/Gender-Recognition-by-Voice

Repository files navigation

Gender-Recognition-by-Voice

REMOVE THE SILENCES (NON - SPEECH PART) FROM THE SIGNALS. CONVERT THEM TO FREQUENCY DOMAIN FOR DIGITAL ANALYSIS. EXTRACT FEATURES FROM THE AUDIOS. CREATE A DATABASE FOR THE SPEECH SIGNALS. TRAIN THE CLASSIFIER. TEST THE CLASSIFIER. CHECK FOR MAXIMUM ACCURACY. KNN Model (k = 4) was used. Efficiency obtained was 71.4286%

About

REMOVE THE SILENCES (NON - SPEECH PART) FROM THE SIGNALS. CONVERT THEM TO FREQUENCY DOMAIN FOR DIGITAL ANALYSIS.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages