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edabk_genderDetection

Detect gender through a voice.

  • !!! Download dataset at: (valid-12/04/2020) https://www.kaggle.com/mozillaorg/common-voice/home

  • !!! Copy the folder "cv-valid-train/cv-valid-train" to the folder containing the source code.

  • Using matlab to run.

  • Description:

    • pitchDetection.m: Detect gender of a voice file with Auto-correlation function and pitch threshold.

    • test_pitchDetection.m: Test the precision of "pitchDetection.m" with 74.546 gender labeled samples.

    • test_pitchDetection_2000.m: Short test with 2.000 samples.

    • label_2000.txt: Label of 2.000 samples.

    • label_all.txt: Label of 74.546 samples.

  • Open one of the m-files above on matlab to Debug.

  • "Editor-> Run" or press "F5" to Debug.