Navigating the Soundscape of Deception: A Comprehensive Survey on Audio Deepfake Generation, Detection, and Future Horizons

TM Wani, SAA Qadri, FA Wani… - Foundations and Trends …, 2024 - nowpublishers.com
The rise of audio deepfakes presents a significant security threat that undermines trust in
digital communications and media. These synthetic audio technologies can convincingly …

From Audio Deepfake Detection to AI-Generated Music Detection--A Pathway and Overview

Y Li, M Milling, L Specia, BW Schuller - arxiv preprint arxiv:2412.00571, 2024 - arxiv.org
As Artificial Intelligence (AI) technologies continue to evolve, their use in generating realistic,
contextually appropriate content has expanded into various domains. Music, an art form and …

Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection

Y Feng - arxiv preprint arxiv:2412.09467, 2024 - arxiv.org
With the rapid development of artificial intelligence technology, the application of deepfake
technology in the audio field has gradually increased, resulting in a wide range of security …

Capsule Networks and LSTM Models for Robust Deepfake Detection in Audio and Video

MB Abisha, JW Kathrine… - … Conference on IoT …, 2024 - ieeexplore.ieee.org
Due to the fast advancement of deepfakes, notable difficulties have been presented by
deepfake innovation in confirming the believability of computerized content, especially on …

Predictive Techniques for Identifying and Classifying Real and Ai-Generated Voices

M Shukla, A Saraswat, S Mallick, MS Mishra - Available at SSRN 5035352 - papers.ssrn.com
Rapid growth in the technology specially in the field of artificial intelligence has transformed
this world with the advent of generative artificial intelligence. Numerous applications which …