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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
TranssionADD: A multi-frame reinforcement based sequence tagging model for audio deepfake detection—0
Replay Attacks Against Audio Deepfake Detection—0
Representation Loss Minimization with Randomized Selection Strategy for Efficient Environmental Fake Audio Detection—0
Retrieval-Augmented Audio Deepfake Detection—0
ADD 2023: Towards Audio Deepfake Detection and Analysis in the Wild—0
SLIM: Style-Linguistics Mismatch Model for Generalized Audio Deepfake Detection—0
What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain—0
Audio Deepfake Detection Based on a Combination of F0 Information and Real Plus Imaginary Spectrogram Features—0
Audio Deepfake Detection with Self-Supervised WavLM and Multi-Fusion Attentive Classifier—0
A Preliminary Exploration with GPT-4o Voice Mode—0
Audios Don't Lie: Multi-Frequency Channel Attention Mechanism for Audio Deepfake Detection—0
ALLM4ADD: Unlocking the Capabilities of Audio Large Language Models for Audio Deepfake Detection—0
Benchmarking Audio Deepfake Detection Robustness in Real-world Communication Scenarios—0
Spoofing-Robust Speaker Verification Based on Time-Domain Embedding—0
Exploring Green AI for Audio Deepfake DetectionCode0
Few-Shot Speech Deepfake Detection Adaptation with Gaussian ProcessesCode0
Rehearsal with Auxiliary-Informed Sampling for Audio Deepfake DetectionCode0
WavLM model ensemble for audio deepfake detectionCode0
Measuring the Robustness of Audio Deepfake DetectorsCode0
Neural Codec Source Tracing: Toward Comprehensive Attribution in Open-Set ConditionCode0
One-Class Learning with Adaptive Centroid Shift for Audio Deepfake DetectionCode0
Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio DeepfakeCode0
Betray Oneself: A Novel Audio DeepFake Detection Model via Mono-to-Stereo ConversionCode0
Does Current Deepfake Audio Detection Model Effectively Detect ALM-based Deepfake Audio?Code0
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