# Gender Voice — Data

来源：https://www.kaggle.com/competitions/gender-voice/data

本地 Meta Kaggle 快照；不是本次实时页面。

# Dataset Description

To analyze gender by voice and speech, a training database was required. A database was built using thousands of samples of male and female voices, each labeled by their gender of male or female. Voice samples were collected from the following resources:

The Harvard-Haskins Database of Regularly-Timed Speech
Telecommunications & Signal Processing Laboratory (TSP) Speech Database at McGill University
VoxForge Speech Corpus
Festvox CMU_ARCTIC Speech Database at Carnegie Mellon University
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). You can download the pre-processed dataset in CSV format, using the link above.In order to analyze gender by voice and speech, a training database was required. A database was built using thousands of samples of male and female voices, each labeled by their gender of male or female. Voice samples were collected from the following resources:

The Harvard-Haskins Database of Regularly-Timed Speech
Telecommunications & Signal Processing Laboratory (TSP) Speech Database at McGill University
VoxForge Speech Corpus
Festvox CMU_ARCTIC Speech Database at Carnegie Mellon University
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.