Fake voice recordings (Imitation)

Published: 07-11-2019| Version 1 | DOI: 10.17632/ytkv9w92t6.1
Contributors:
Yohanna Rodríguez,
Dora Maria Ballesteros L,
Diego Renza

Description

This data set consists of recordings of original voice and fake voice recordings obtained by imitation [1, 2]. The voice recordings provided in this dataset can be used to train a machine learning system to classify original and fake voice recordings obtained with the imitation algorithm. Each directory has the following composition: Fake_audios: 50 voice recordings of fake audios obtained by imitation Key_fake_audios: 50 keys to reverse the process and obtain the original voice recording Original_audios: 50 original voice recordings readme.txt: this Matlab code allows recovering the original voice recording from the fake voice recording. References: [1] DM Ballesteros L, JM Moreno A. Highly transparent steganography model of speech signals using Efficient Wavelet Masking. Expert Systems with Applications 39 (10), 2012, 9141-9149, https://doi.org/10.1016/j.eswa.2012.02.066 [2] DM Ballesteros L, JM Moreno A. On the ability of adaptation of speech signals and data hiding, Expert Systems with Applications 39 (16), 2012, 12574-12579, https://doi.org/10.1016/j.eswa.2012.05.027

Files

Steps to reproduce

This dataset can be used to train a machine learning system to classify original and fake voice recordings obtained with the imitation algorithm.