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SiMaLSTM-SNP: novel semantic relatedness learning model preserving both Siamese networks and membrane computing
Semantic relatedness is one of the most significant aspects of natural language processing.
It has been identified as a critical technology for develo** intelligent systems like Siri …
It has been identified as a critical technology for develo** intelligent systems like Siri …
[HTML][HTML] Video and audio deepfake datasets and open issues in deepfake technology: being ahead of the curve
Z Akhtar, TL Pendyala, VS Athmakuri - Forensic Sciences, 2024 - mdpi.com
The revolutionary breakthroughs in Machine Learning (ML) and Artificial Intelligence (AI) are
extensively being harnessed across a diverse range of domains, eg, forensic science …
extensively being harnessed across a diverse range of domains, eg, forensic science …
Synthetic speech detection through short-term and long-term prediction traces
Several methods for synthetic audio speech generation have been developed in the
literature through the years. With the great technological advances brought by deep …
literature through the years. With the great technological advances brought by deep …
Deepfake speech detection through emotion recognition: a semantic approach
In recent years, audio and video deepfake technology has advanced relentlessly, severely
impacting people's reputation and reliability. Several factors have facilitated the growing …
impacting people's reputation and reliability. Several factors have facilitated the growing …
Do deepfakes feel emotions? A semantic approach to detecting deepfakes via emotional inconsistencies
Recent advances in deep learning and computer vision have spawned a new class of media
forgeries known as deepfakes, which typically consist of artificially generated human faces …
forgeries known as deepfakes, which typically consist of artificially generated human faces …
" Hello, It's Me": Deep Learning-based Speech Synthesis Attacks in the Real World
Advances in deep learning have introduced a new wave of voice synthesis tools, capable of
producing audio that sounds as if spoken by a target speaker. If successful, such tools in the …
producing audio that sounds as if spoken by a target speaker. If successful, such tools in the …
Open challenges in synthetic speech detection
L Cuccovillo, C Papastergiopoulos… - … and Security (WIFS), 2022 - ieeexplore.ieee.org
In this paper the current status and open challenges of synthetic speech detection are
addressed. The work comprises an initial analysis of available open datasets and of existing …
addressed. The work comprises an initial analysis of available open datasets and of existing …
Detecting voice cloning attacks via timbre watermarking
Nowadays, it is common to release audio content to the public. However, with the rise of
voice cloning technology, attackers have the potential to easily impersonate a specific …
voice cloning technology, attackers have the potential to easily impersonate a specific …
Combining automatic speaker verification and prosody analysis for synthetic speech detection
The rapid spread of media content synthesis technology and the potentially damaging
impact of audio and video deepfakes on people's lives have raised the need to implement …
impact of audio and video deepfakes on people's lives have raised the need to implement …
Reliability estimation for synthetic speech detection
Recent advances in speech synthesis and counterfeit audio generation have pushed the
multimedia forensics community to develop speech deepfake detection techniques to avoid …
multimedia forensics community to develop speech deepfake detection techniques to avoid …