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Published at November 29

Parallel Stacked Aggregated Network for Voice Authentication in IoT-Enabled Smart Devices

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Released Date: November 29, 2024

Authors: Awais Khan¹, Ijaz Ul Haq², Khalid Mahmood Malik³

Aff.: ¹School of Engineering and Computer Science, Oakland University, USA; ²College of Innovation and Technology, University of Michigan-Flint, USA; ³Oakland University, University of Michigan-Flint, USA

Arxiv: http://arxiv.org/pdf/2411.19841v1

Datasets	Cloning		Replay		Chained Replay
Datasets	EER	t-DCF	EER	t-DCF	EER
ASVspoof 2019 (Todisco et al., 2019)	3.04	0.087	1.26	0.038	–
ASVspoof 2021 (Yamagishi et al., 2021)	3.78	0.135	3.40	0.129	–
Partial spoof (Zhang et al., 2021c)	6.30	0.227	–	–	–
VSDC (Baumann et al., 2021)	–	–	0.32	–	0.87