Paper Citation Record · LEDGER

FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2108.05080.

A citation records a reference. It does not transfer a finding from one paper to another.

pith.paper-citation-record.v1
2108.05080 v4

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 31 of 31 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-09T06:31:02.800959+00:00

measured 31 of 31 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T15:26:56.756989Z

measured 1 of 1 external citation measurements

A source-named dated measurement, never combined with another source.

Source: pith, observed 2026-08-05T02:28:24.338817Z

Reference resolution

0 of 0 outbound references displayed

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verified fuzzy0
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External citation measurements

23
pith, observed 2026-08-05T02:28:24.338817Z

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 719be800-5820-420b-9eee-1879038bea6d · inbound

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection cites this paper.

Orthogonal Subspace Decomposition for Generalizable AI-Generated Image Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 295

Resolution: verified exact; arxiv_id, observed 2026-05-17T23:25:47.843376Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 6a14a426-5563-4cd0-8978-90fd0c27ee70 · inbound

CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation cites this paper.

CAD: A General Multimodal Framework for Video Deepfake Detection via Cross-Modal Alignment and Distillation FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 28

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:56.756989Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 826f62a0-5c6c-4e2d-832d-322f6a663d28 · inbound

Tell me Habibi, is it Real or Fake? cites this paper.

Tell me Habibi, is it Real or Fake? FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-07T13:08:16.222637Z

Source-reported events for the cited work

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Observation d63e26c7-4236-4b3a-a77b-28a257c4bf7b · inbound

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms cites this paper.

SocialDF: Benchmark Dataset and Detection Model for Mitigating Harmful Deepfake Content on Social Media Platforms FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-07T10:24:24.690484Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e0a363cf-e82a-4ba5-afd2-67d875d113bb · inbound

Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework cites this paper.

Lightweight Joint Audio-Visual Deepfake Detection via Single-Stream Multi-Modal Learning Framework FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-07T05:42:04.139918Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4200f296-1d42-43ed-b819-ecd860d9a56a · inbound

HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training cites this paper.

HOLA: Enhancing Audio-visual Deepfake Detection via Hierarchical Contextual Aggregations and Efficient Pre-training FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-06T11:22:07.367992Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fbc30eda-1000-4822-8c44-d2e5cd25c624 · inbound

Deepfake Detection that Generalizes Across Benchmarks cites this paper.

Deepfake Detection that Generalizes Across Benchmarks FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 28

Resolution: verified exact; arxiv_id, observed 2026-05-18T23:51:55.046465Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation d1a5aa87-3247-41c7-9ca1-eedc2355aa1d · inbound

Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems cites this paper.

Bona fide Cross Testing Reveals Weak Spot in Audio Deepfake Detection Systems FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 34

Resolution: unresolved; no resolver link, observed 2026-08-04T19:37:19.999474Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8a75ae79-6716-4ef4-8cad-b3bbd923a34c · inbound

MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection cites this paper.

MVAD: A Benchmark Dataset for Multimodal AI-Generated Video-Audio Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 25

Resolution: verified exact; arxiv_id, observed 2026-05-17T03:48:58.454672Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation a9f69515-d077-4581-8fbb-5f112a848d82 · inbound

VideoASMR-Bench: Can AI-Generated ASMR Videos Fool VLMs and Humans? cites this paper.

VideoASMR-Bench: Can AI-Generated ASMR Videos Fool VLMs and Humans? FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-16T21:48:34.455387Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation bd1c4bbb-e28b-47f3-8f02-5f35f5447642 · inbound

Generalizing Video DeepFake Detection by Self-generated Audio-Visual Pseudo-Fakes cites this paper.

Generalizing Video DeepFake Detection by Self-generated Audio-Visual Pseudo-Fakes FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 15

Resolution: verified exact; arxiv_id, observed 2026-05-11T08:25:59.983392Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 0a37b6e5-c77a-44f3-aff3-a32b69d060c1 · inbound

AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection cites this paper.

AIFIND: Artifact-Aware Interpreting Fine-Grained Alignment for Incremental Face Forgery Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-10T08:58:12.954541Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 905c8b77-08cf-4b80-8fdf-df2ffd70858d · inbound

BioLip: Language-Generalizable Lip-Sync Deepfake Detection via Biomechanical Constraint Violation Modeling cites this paper.

BioLip: Language-Generalizable Lip-Sync Deepfake Detection via Biomechanical Constraint Violation Modeling FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:26:59.821592Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 926e68a5-8756-4c56-aa2d-a706dd345d0d · inbound

BioLip: Language-Generalizable Lip-Sync Deepfake Detection via Biomechanical Constraint Violation Modeling cites this paper.

BioLip: Language-Generalizable Lip-Sync Deepfake Detection via Biomechanical Constraint Violation Modeling FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-21T00:19:16.736088Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation ee05d6bc-424c-471a-8d44-4679cca00bb3 · inbound

LAVA: Layered Audio-Visual Anti-tampering Watermarking for Robust Deepfake Detection and Localization cites this paper.

LAVA: Layered Audio-Visual Anti-tampering Watermarking for Robust Deepfake Detection and Localization FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 14

Resolution: verified exact; arxiv_id, observed 2026-05-11T21:36:14.546300Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 8629fee2-ff39-40c3-9a8a-8fb82ccb934d · inbound

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge cites this paper.

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:06:29.110189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 9a892964-c845-44c1-a3ac-9007fe61c570 · inbound

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge cites this paper.

Are DeepFakes Realistic Enough? Exploring Semantic Mismatch as a Novel Challenge FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 19

Resolution: unresolved; no resolver link, observed 2026-07-14T19:21:19.583012Z

Source-reported events for the cited work

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Observation 44543cb8-928f-4ddd-af80-8210ee3de990 · inbound

Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection cites this paper.

Omni-Fake: Benchmarking Unified Multimodal Social Media Deepfake Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T17:06:04.208513Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c57ab2c0-ac87-4347-b786-9d0aa9fbc3d8 · inbound

Enhancing Self-Supervised Talking Head Forgery Detection via a Training-Free Dual-System Framework cites this paper.

Enhancing Self-Supervised Talking Head Forgery Detection via a Training-Free Dual-System Framework FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 19

Resolution: verified exact; arxiv_id, observed 2026-05-12T10:51:30.409785Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 03666a45-5ead-4864-86ac-399c406cdf6d · inbound

The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection cites this paper.

The Alpha Blending Hypothesis: Compositing Shortcut in Deepfake Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-12T05:31:26.127337Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 00766f80-e250-4a76-b504-a4dbee19d23b · inbound

The Deepfakes We Missed: We Built Detectors for a Threat That Didn't Arrive cites this paper.

The Deepfakes We Missed: We Built Detectors for a Threat That Didn't Arrive FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 24

Resolution: verified exact; arxiv_id, observed 2026-05-13T05:07:17.541547Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation c28d689e-b4e1-422b-b4db-da600aa09f2f · inbound

EMO-BOOST: Emotion-Augmented Audio-Visual Features for Improved Generalization in Deepfake Detection cites this paper.

EMO-BOOST: Emotion-Augmented Audio-Visual Features for Improved Generalization in Deepfake Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 18

Resolution: verified exact; arxiv_id, observed 2026-05-20T05:48:04.327322Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation dc79f1b1-7239-4605-8e2d-f8a27a58a567 · inbound

Toward Calibrated, Fair, and accurate Deepfake Detection cites this paper.

Toward Calibrated, Fair, and accurate Deepfake Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 234

Resolution: metadata mismatch; arxiv_id, observed 2026-06-28T07:11:45.350383Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e985e08e-7a69-40f7-97ee-ba3de97ecca0 · inbound

LoCC: Detection and Localization of Lip-Syncing Deepfakes via Counterfactual Frame Consistency cites this paper.

LoCC: Detection and Localization of Lip-Syncing Deepfakes via Counterfactual Frame Consistency FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 29

Resolution: verified exact; arxiv_id, observed 2026-07-04T10:09:44.837056Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation e9aa5ae3-14f1-40e6-973f-331f647b1b22 · inbound

SynSFX: Multi-Model Sound Effects Synthesis Dataset for Deepfake Detection and Evaluation cites this paper.

SynSFX: Multi-Model Sound Effects Synthesis Dataset for Deepfake Detection and Evaluation FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 10

Resolution: unresolved; no resolver link, observed 2026-07-11T12:34:20.057072Z

Source-reported events for the cited work

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Observation d0f0d95d-6a3f-451c-b676-8d81b31806c7 · inbound

Ensemble Deep Learning Approaches for AI-Altered Video Detection cites this paper.

Ensemble Deep Learning Approaches for AI-Altered Video Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 36

Resolution: verified exact; local_arxiv, observed 2026-07-10T00:06:37.773049Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.

Observation 042e508d-4619-424e-ae1b-e234bbc7d65a · inbound

Ensemble Deep Learning Approaches for AI-Altered Video Detection cites this paper.

Ensemble Deep Learning Approaches for AI-Altered Video Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-04T04:32:16.203208Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7d79cdbd-432c-4dd8-9402-c4deabca9d37 · inbound

Detecting AI-Generated Video: A Vision-Language Dual-View Survey cites this paper.

Detecting AI-Generated Video: A Vision-Language Dual-View Survey FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 52

Resolution: unresolved; no resolver link, observed 2026-07-14T09:16:37.881212Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bc8e57a6-b607-479c-996f-64f2bd956ef3 · inbound

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis cites this paper.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 30

Resolution: unresolved; no resolver link, observed 2026-08-01T11:02:38.476796Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation cb90ba01-fab1-4831-b3bf-919d156dc645 · inbound

How Meta-Learning Shapes LoRA Adapter Geometry in Speech Deepfake Detection cites this paper.

How Meta-Learning Shapes LoRA Adapter Geometry in Speech Deepfake Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 35

Resolution: unresolved; no resolver link, observed 2026-08-01T06:08:27.474845Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 77b45b59-cacd-4329-abf8-15d9fba44e37 · inbound

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection cites this paper.

Less is More: Modality-Decoupling for General AIGC Audio-Video Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T02:09:50.854828Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.