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Výsledek výzkumu

Comprehensive Multiparametric Analysis of Human Deepfake Speech Recognition

recognition of deepfake speech, addressing critical gaps in existing research. First, we pioneer an evaluation of the impact of prior information on deepfake recognition the quality of deepfake speech inf...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2024
  • Jimp
  • Odkaz
Výsledek výzkumu

Deepfake Speech Detection: A Spectrogram Analysis

deepfake spoofing attacks. Thus, supporting these systems with a deepfake detection solution is necessary. One of the latest approaches to deepfake speech detection is representing speech as a spectrogram...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2024
  • D
  • Odkaz
Výsledek výzkumu

Diffuse or Confuse: A Diffusion Deepfake Speech Dataset

improved synthetic speech generation. This paper explores diffusion models, a novel method for creating realistic synthetic speech. We create a diffusion dataset using of diffusion-generated deepfakes versus non-diffusion ...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2024
  • D
  • Odkaz
Výsledek výzkumu

The dawn of a text-dependent society: deepfakes as a threat to speech verification systems

a dataset including deepfake speech and assess the resilience of voice biometricsWe are already aware that deepfakes pose threats to humankind. Nowadays, mostly such as using deepfakes to spoof voice verification....

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2022
  • D
  • Odkaz
Výsledek výzkumu

Assessing the Human Ability to Recognize Synthetic Speech in Ordinary Conversation

This work assesses the human ability to recognize synthetic speech (deepfake recording during the conversation. We examined their reactions, knowledge of deepfakes, or how many could correctly identify which message was

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023
  • D
  • Odkaz
Výsledek výzkumu

Deepfakes: a security challenge for our ears

to videos, images, speech, or even text. While video deepfakes have been encountered will therefore discuss synthetic (deepfake) speech and the security implicationsDeepfakes have been with us for several...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023
  • Jost
  • Odkaz
Výsledek výzkumu

Deepfakes and humans: can we still distinguish real speech from deepfake speech?

Deepfakes are unfortunately slowly but surely making headlines target our ability to recognize (or rather not recognize) the deepfake voice from important to understand the human ability to distinguish a deepfake recording ...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023
  • Jost
  • Odkaz
Výsledek výzkumu

Creation and detection of malicious synthetic media - a preliminary survey on deepfakes

emphasize on the open-source solutions. We discuss both facial and speech deepfakesDeepfakes present an emerging threat in cyberspace. Recent developments in machine learning make deepfakes highly believable and v...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2022
  • D
  • Odkaz
Výsledek výzkumu

Practical lessons of (deep)faking human speech

demonstrated that speech deepfakes present a threat not only to voice biometrics systemsDeepfakes are an emerging threat to computer security. Various usages range is using deepfakes to spoof biometrics systems. T...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2022
  • D
  • Odkaz
Výsledek výzkumu

Deepfakes as a threat to a speaker and facial recognition: an overview of tools and attack vectors

Deepfakes present an emerging threat in cyberspace. Recent developments in machine learning make deepfakes highly believable, and very difficult to differentiate to identify deepfakes. Current speaker and facial recognition...

Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

  • 2023
  • Jimp
  • Odkaz
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