Each voice sample is stored as a .WAV file, which is then pre-processed for acoustic analysis using the specan function from the WarbleR R package. Specan measures 22 acoustic parameters on acoustic signals for which the start and end times are provided.

The output from the pre-processed WAV files were saved into a CSV file, containing 3168 rows and 21 columns (20 columns for each feature and one label column for the classification of male or female).

Dataset Files

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[1] Avishek Garain, "Gender Recognition from Voice", IEEE Dataport, 2020. [Online]. Available: http://dx.doi.org/10.21227/v62v-g267. Accessed: Apr. 20, 2024.
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author = {Avishek Garain },
publisher = {IEEE Dataport},
title = {Gender Recognition from Voice},
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TY - DATA
T1 - Gender Recognition from Voice
AU - Avishek Garain
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Avishek Garain. (2020). Gender Recognition from Voice. IEEE Dataport. http://dx.doi.org/10.21227/v62v-g267
Avishek Garain, 2020. Gender Recognition from Voice. Available at: http://dx.doi.org/10.21227/v62v-g267.
Avishek Garain. (2020). "Gender Recognition from Voice." Web.
1. Avishek Garain. Gender Recognition from Voice [Internet]. IEEE Dataport; 2020. Available from : http://dx.doi.org/10.21227/v62v-g267
Avishek Garain. "Gender Recognition from Voice." doi: 10.21227/v62v-g267