Audiodeepfake detection using WPT - Version 0.1.2 Summary This release introduces some new content to provide evidence and example results, like demo models for the package. What's Changed add example models for coif4, sym5, stft for standard config by @kgasenzer in #30 Fix broken links by...
Novel Multimodal Multi-Sequence Deepfake Detector: Introduced a novel contextual cross-attention mechanism for audio-visual deepfake detection and localization. Thorough Dataset Evaluation: Conducted extensive evaluations using AV-DeepFake1M, FakeAVCeleb, LAV-DF, and TVIL datasets. Comparison with SOTA: Co...
Easy access to audio-visual content on social media, combined with the availability of modern tools such as Tensorflow or Keras, and open-source trained mo
AI 原则 (https://www.blog.google/technology/ai/ai-principles/) 合成语音数据集 (https://www.blog.google/outreach-initiatives/google-news-initiative/advancing-research-fake-audio-detection/) ASVspoof 国际挑战赛 (https://www.asvspoof.org/) Jigsaw (https://jigsaw.google.com/) FaceForensics 视频基准...
Deepfake 第二弹: Audio Silver Knight 技术的尽头是爱与自由 TLDR: Audio也有问题,比懂王deepfake还差点。(但是这只是个参考,用的software是proprietary, 这家做audio deepfake最强最popular.)我真tmd是… 深度伪造(Deepfake)原理分析及实战 小安 有思想的安全新媒体 ...
Not made for each other– Audio-Visual Dissonance-based Deepfake Detection and Localization(印度理工(我说怎么看起来这么吃力,原来是印度小哥的)) 论文链接: 1.Motivation 作者认为音画不同步可以作为检测deepfake视频的很好依据,因为被篡改的帧往往会存在嘴唇的不连续性,而这种不连续性导致了和声音对不上的情况,...
This is the supplementary source code for my bachelor thesis "[Erkennung von Audiodeepfakes mithilfe von kontinuierlichen Wavelet-Transformationen](https://github.com/gan-police/wavelet-audiodeepfake-detection_thesis)". This is the supplementary source code for our paper "[Towards generalizing deep-...
This system employs a multi-modal approach for deepfake detection, integrating image, audio, and video classification models. The image classification model, based on Vision Transformers, scrutinizes frames from videos to identify visual anomalies characteristic of deepfakes. Simultaneously, the audio class...
With recent advances in speech synthesis including text-to-speech (TTS) and voice conversion (VC) systems enabling the generation of ultra-realistic audio deepfakes, there is growing concern about their potential misuse. However, most deepfake (DF) detection methods rely solely on the fuzzy knowled...
Audio deepfake detection has become a pivotal task over the last couple of years, as many recent speech synthesis and voice cloning systems generate highly realistic speech samples, thus enabling their use in malicious activities. In this paper we address the issue of audio deepfake detection as ...