Artificial speech detection using image-based features and random forest classifier

• Main Authors: Tan, Choon Beng, Mohd Hanafi Ahmad Hijazi, Frazier Kok, Mohd Saberi Mohamad, Puteri Nor Ellyza Nohuddin
• Format: Article
• Language: English; English
• Published: Intelektual Pustaka Media Utama (IPMU) 2022
• Subjects: QA75.5-76.95 Electronic computers. Computer science
• Online Access: https://eprints.ums.edu.my/id/eprint/32707/1/Artificial%20speech%20detection%20using%20image.pdf; https://eprints.ums.edu.my/id/eprint/32707/2/Artificial%20speech%20detection%20using%20image1.pdf; https://eprints.ums.edu.my/id/eprint/32707/; https://ijai.iaescore.com/index.php/IJAI/article/view/21201; http://doi.org/10.11591/ijai.v11.i1.pp161-172

The ASV spoof 2015 Challenge was one of the efforts of the research community in the field of speech processing to foster the development of generalized countermeasures against spoofing attacks. However, most countermeasures submitted to the ASV spoof 2015 Challenge failed to detect the S10 attack e...