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).
DOI Link:
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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: Dec. 02, 2024.
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url = {http://dx.doi.org/10.21227/v62v-g267},
author = {Avishek Garain },
publisher = {IEEE Dataport},
title = {Gender Recognition from Voice},
year = {2020} }
doi = {10.21227/v62v-g267},
url = {http://dx.doi.org/10.21227/v62v-g267},
author = {Avishek Garain },
publisher = {IEEE Dataport},
title = {Gender Recognition from Voice},
year = {2020} }
TY - DATA
T1 - Gender Recognition from Voice
AU - Avishek Garain
PY - 2020
PB - IEEE Dataport
UR - 10.21227/v62v-g267
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T1 - Gender Recognition from Voice
AU - Avishek Garain
PY - 2020
PB - IEEE Dataport
UR - 10.21227/v62v-g267
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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