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Audio Deepfake Detection

Nowadays, deepfake is now generically used by the media or people to refer to any audio or video in which important attributes have been either digitally altered or swapped, with the help of artificial intelligence (AI). Audio deepfake detection is a task that aims to distinguish genuine utterances from fake ones via machine learning techniques.

Papers

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Showing 51–74 of 74 papers

TitleStatusHype
WavLM model ensemble for audio deepfake detectionCode0
Temporal Variability and Multi-Viewed Self-Supervised Representations to Tackle the ASVspoof5 Deepfake Challenge—0
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild—0
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection—0
Targeted Augmented Data for Audio Deepfake Detection—0
Deepfake Audio Detection Using Spectrogram-based Feature and Ensemble of Deep Learning Models—0
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake DetectionCode0
Codecfake: An Initial Dataset for Detecting LLM-based Deepfake Audio—0
Harder or Different? Understanding Generalization of Audio Deepfake Detection—0
Training-Free Deepfake Voice Recognition by Leveraging Large-Scale Pre-Trained Models—0
Retrieval-Augmented Audio Deepfake Detection—0
Cross-Domain Audio Deepfake Detection: Dataset and Analysis—0
Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio DeepfakeCode0
Exploring Green AI for Audio Deepfake DetectionCode0
Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier—0
Towards generalisable and calibrated synthetic speech detection with self-supervised representations—0
Complex-valued neural networks for voice anti-spoofing—0
The DKU-DUKEECE System for the Manipulation Region Location Task of ADD 2023—0
TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection—0
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo ConversionCode0
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features—0
Does Audio Deepfake Detection Generalize?—0
The Vicomtech Audio Deepfake Detection System based on Wav2Vec2 for the 2022 ADD Challenge—0
ADD 2022: the First Audio Deep Synthesis Detection Challenge—0
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