A study on data augmentation in voice anti-spoofing

A Cohen, I Rimon, E Aflalo, HH Permuter - Speech Communication, 2022 - Elsevier
In this paper we perform an in depth study of how data augmentation techniques improve
synthetic or spoofed audio detection. Specifically, we propose methods to deal with channel …

[PDF][PDF] 语音伪造及检测技术研究综述

任延珍, 刘晨雨, 刘武洋, 王丽娜 - 信号处理, 2021 - signal.ejournal.org.cn
语音承载着人类语言和说话人身份信息, 通过语音伪造技术可以精确模仿目标说话人的声音以
达到欺骗人或机器听觉的目的. 目前, 深度伪造(Deepfake) 正在对全球的政治经济及社会稳定带 …

Fast and Lightweight Voice Replay Attack Detection via Time-frequency Spectrum Difference

R He, Y Cheng, Z Zheng, X Ji… - IEEE Internet of Things …, 2024 - ieeexplore.ieee.org
Due to the open nature of voice and voice interface, an adversary can spoof voice
recognition systems by replaying pre-recorded voice commands from legitimate users …