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Temporal Feature Prediction in Audio–Visual Deepfake Detection

https://doi.org/10.3390/electronics13173433

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/978-1-4842-2496-0openalex-snapshot

Linux Sound Programming

inferredcites →https://doi.org/10.1007/978-3-030-58610-2_6openalex-snapshot

Thinking in Frequency: Face Forgery Detection by Mining Frequency-Aware Clues

inferredcites →https://doi.org/10.1016/j.asoc.2023.110124openalex-snapshot

AVFakeNet: A unified end-to-end Dense Swin Transformer deep learning model for audio–visual deepfakes detection

inferredcites →https://doi.org/10.1016/j.knosys.2022.109036openalex-snapshot

Detailed feature extraction network-based fine-grained face segmentation

inferredcites →https://doi.org/10.1109/cvpr.2016.90openalex-snapshot

Deep Residual Learning for Image Recognition

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00296openalex-snapshot

DeeperForensics-1.0: A Large-Scale Dataset for Real-World Face Forgery Detection

inferredcites →https://doi.org/10.1109/cvpr42600.2020.00505openalex-snapshot

Face X-Ray for More General Face Forgery Detection

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00083openalex-snapshot

Spatial-Phase Shallow Learning: Rethinking Face Forgery Detection in Frequency Domain

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00222openalex-snapshot

Multi-attentional Deepfake Detection

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00500openalex-snapshot

Lips Don't Lie: A Generalisable and Robust Approach to Face Forgery Detection

inferredcites →https://doi.org/10.1109/cvpr46437.2021.00639openalex-snapshot

Frequency-aware Discriminative Feature Learning Supervised by Single-Center Loss for Face Forgery Detection

inferredcites →https://doi.org/10.1109/cvpr52688.2022.01453openalex-snapshot

Leveraging Real Talking Faces via Self-Supervision for Robust Forgery Detection

inferredcites →https://doi.org/10.1109/cvpr52729.2023.02367openalex-snapshot

AUNet: Learning Relations Between Action Units for Face Forgery Detection

inferredcites →https://doi.org/10.1109/cvprw59228.2023.00101openalex-snapshot

Audio-Visual Person-of-Interest DeepFake Detection

inferredcites →https://doi.org/10.1109/cvprw59228.2023.00106openalex-snapshot

Multimodaltrace: Deepfake Detection using Audiovisual Representation Learning

inferredcites →https://doi.org/10.1109/iccv.2017.30openalex-snapshot

S^3FD: Single Shot Scale-Invariant Face Detector

inferredcites →https://doi.org/10.1109/iccv.2019.00009openalex-snapshot

FaceForensics++: Learning to Detect Manipulated Facial Images

inferredcites →https://doi.org/10.1109/iccv.2019.00565openalex-snapshot

Video Classification With Channel-Separated Convolutional Networks

inferredcites →https://doi.org/10.1109/iccv48922.2021.01453openalex-snapshot

Joint Audio-Visual Deepfake Detection

inferredcites →https://doi.org/10.1109/iccv48922.2021.01475openalex-snapshot

Learning Self-Consistency for Deepfake Detection

inferredcites →https://doi.org/10.1109/icmla58977.2023.00207openalex-snapshot

MIS-AVoiDD: Modality Invariant and Specific Representation for Audio-Visual Deepfake Detection

inferredcites →https://doi.org/10.1109/icra57147.2024.10610908openalex-snapshot

AYDIV: Adaptable Yielding 3D Object Detection via Integrated Contextual Vision Transformer

inferredcites →https://doi.org/10.1109/lgrs.2023.3270227openalex-snapshot

WATT-EffNet: A Lightweight and Accurate Model for Classifying Aerial Disaster Images

inferredcites →https://doi.org/10.1109/tcsvt.2023.3309899openalex-snapshot

PVASS-MDD: Predictive Visual-Audio Alignment Self-Supervision for Multimodal Deepfake Detection

inferredcites →https://doi.org/10.1109/tifs.2023.3249566openalex-snapshot

Masked Relation Learning for DeepFake Detection

inferredcites →https://doi.org/10.1109/tifs.2023.3262148openalex-snapshot

AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake

inferredcites →https://doi.org/10.1109/urtc60662.2023.10534969openalex-snapshot

Integrating Audio-Visual Features For Multimodal Deepfake Detection

inferredcites →https://doi.org/10.1145/3306346.3323035openalex-snapshot

Deferred neural rendering

inferredcites →https://doi.org/10.1145/3394171.3413570openalex-snapshot

Emotions Don't Lie

inferredcites →https://doi.org/10.1145/3394171.3413700openalex-snapshot

Not made for each other- Audio-Visual Dissonance-based Deepfake Detection and Localization

inferredcites →https://doi.org/10.1145/3625231openalex-snapshot

Voice-Face Homogeneity Tells Deepfake

inferredcites →https://doi.org/10.1609/aaai.v35i2.16193openalex-snapshot

Local Relation Learning for Face Forgery Detection

inferredcites →https://doi.org/10.1609/aaai.v36i1.19954openalex-snapshot

Exploiting Fine-Grained Face Forgery Clues via Progressive Enhancement Learning

inferredcites →https://doi.org/10.3390/jimaging9060122openalex-snapshot

A Robust Approach to Multimodal Deepfake Detection

inferredcites →https://doi.org/10.4230/lipics.itp.2023.19openalex-snapshot

Exploiting Generative AI to Scale up Intelligent Tutoring Systems

inferredcites →https://doi.org/10.48550/arxiv.2006.14348openalex-snapshot

Audeo: Audio Generation for a Silent Performance Video

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

inferred← citeshttps://doi.org/10.1007/978-3-031-87784-1_37openalex-snapshot

Mel Spectrogram-Based CNN Framework for Explainable Audio Deepfake Detection

inferred← citeshttps://doi.org/10.1007/978-3-032-12987-1_23openalex-snapshot

Design and Development of a System for Unveiling Inauthenticity in Audio Content

inferred← citeshttps://doi.org/10.1007/s10791-025-09550-0openalex-snapshot

A survey on multimedia-enabled deepfake detection: state-of-the-art tools and techniques, emerging trends, current challenges & limitations, and future directions

inferred← citeshttps://doi.org/10.1016/j.asoc.2026.115845openalex-snapshot

Deepfake detection: A review of audio, visual and multimodal techniques

inferred← citeshttps://doi.org/10.1016/j.neucom.2026.133067openalex-snapshot

AVSCNet: A dual-branch network for synchronization detection and content consistency learning in audio-video forgery detection

inferred← citeshttps://doi.org/10.1109/access.2025.3611839openalex-snapshot

Deepfake Audio Detection: A Comparative Study of Advanced Deep Learning Models

inferred← citeshttps://doi.org/10.1109/cisat71030.2026.11682311openalex-snapshot

AS-CAP: Augmentation-Synergistic Context-aware Attention Pooling for Audio-Visual DeepFake Detection

inferred← citeshttps://doi.org/10.1109/icecit67774.2025.11451168openalex-snapshot

Real Time Deepfake Detection in Live Video Streams

inferred← citeshttps://doi.org/10.1109/icirca69024.2026.11570463openalex-snapshot

A Unified CNN–Transformer–based Multi-Modal Framework for Deepfake and AI-Generated Social Engineering Attack Detection

inferred← citeshttps://doi.org/10.1109/isaect68904.2025.11318679openalex-snapshot

LIP-SYNC-Based Voice Deepfake Detection Using Multi-Modal Transformer

inferred← citeshttps://doi.org/10.1142/s0218194025500676openalex-snapshot

Deepfake Audio Detection Using Generative Adversarial Network-Based Spatial–Temporal Feature Learning

inferred← citeshttps://doi.org/10.1155/acis/8883527openalex-snapshot

A Comprehensive Review of Machine Learning Techniques for DeepFake Detection

inferred← citeshttps://doi.org/10.11648/j.ajmcm.20251003.12openalex-snapshot

Hybrid CNN-LSTM Architectures for Deepfake Audio Detection Using Mel Frequency Cepstral Coefficients and Spectogram Analysis

inferred← citeshttps://doi.org/10.3390/app14219916openalex-snapshot

Deep Speech Synthesis and Its Implications for News Verification: Lessons Learned in the RTVE-UGR Chair

inferred← citeshttps://doi.org/10.3390/electronics13224466openalex-snapshot

LIDeepDet: Deepfake Detection via Image Decomposition and Advanced Lighting Information Analysis

inferred← citeshttps://doi.org/10.3390/electronics13244955openalex-snapshot

A Novel Face Swapping Detection Scheme Using the Pseudo Zernike Transform Based Robust Watermarking

inferred← citeshttps://doi.org/10.4018/979-8-3373-7660-8.ch015openalex-snapshot

Deepfake Forensics

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