A Voice Cloning Detection: Distinguishing Real from Mimicked Voices Using SVM

Sharada H.N.; Allagi S.; Sandhya S.V.; Preethi P.; Rodriguez-Baca L.S.; De La Vega C.F.C.P. · 2025 International Conference on Computing Technologies, ICOCT 2025 (2025) · DOI: 10.1109/icoct64433.2025.11118654

Resumen

Voice cloning has made significant strides, allowing the creation of artificial voices that closely resemble real ones. While this technology enables more accessible and personalized experiences, it also brings serious concerns around security, identity theft, and misinformation. This study presents a Support Vector Machine (SVM)-based system designed to detect cloned voices. We explore current voice cloning techniques and demonstrate how our approach successfully distinguishes real voices from synthetic ones, even under complex conditions.

Instituciones: Universidad César Vallejo