Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-11T14:31:01.058934Z
Paper Citation Record · LEDGER
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection
As of 14 August 2026, this Paper Citation Record lists 80 of 80 outbound references and 0 inbound Pith citation observations for arXiv:2608.09593.
A citation records a reference. It does not transfer a finding from one paper to another.
Coverage vector
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-13T06:32:02.005865+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links
A source-named dated measurement, never combined with another source.
Source: cited_works
Reference resolution
80 of 80 outbound references displayed
- verified exact1
- verified fuzzy53
- unresolved25
- parse uncertain0
- malformed identifier0
- metadata mismatch1
External citation measurements
No source-named external measurement is stored.
Outbound references
Observation a1da2697-a02c-4038-b713-052a931bfeba · outbound
This paper cites Proceedings of the IEEE/CVF international conference on computer vision , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF international conference on computer vision , pages=
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.735982Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6fdd7dd9-93b7-4baf-a245-8d544ea1a7a0 · outbound
This paper cites The DeepFake Detection Challenge (DFDC) Dataset.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection The DeepFake Detection Challenge (DFDC) Dataset
Reference 2
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.740719Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 18f61cbe-d349-4058-8cbf-027bfef890b1 · outbound
This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 3
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.349932Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 64690104-3068-4fe1-a956-c73c07941c57 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =
Reference 4
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.337185Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 90813349-9c57-4a0a-90c9-ecb70281ad3b · outbound
This paper cites FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
Reference 5
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.753023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2403e095-a99e-4da9-859e-7ad3def6bd87 · outbound
This paper cites 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2022 International Conference on Digital Image Computing: Techniques and Applications (DICTA) , pages=
Reference 6
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.324564Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3d147709-f32a-4a6b-a848-33270b5e9940 · outbound
This paper cites 2024 , isbn =.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2024 , isbn =
Reference 7
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.760337Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 56aaa945-fc35-4656-ad73-5197fceac14b · outbound
This paper cites Computer Speech & Language , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Computer Speech & Language , volume=
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.763580Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0ae87d91-7c7f-455e-a2be-0e95df44bc1f · outbound
This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 9
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.767160Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17aae820-c3a3-4259-bb70-d888c2fe3485 · outbound
This paper cites ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ASVspoof 5: Crowdsourced Speech Data, Deepfakes, and Adversarial Attacks at Scale
Reference 10
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.770648Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 514eb979-6189-4080-86d6-0190cb5662e8 · outbound
This paper cites ICASSP 2022-2022 IEEE international conference on acoustics, speech and signal processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2022-2022 IEEE international conference on acoustics, speech and signal processing (ICASSP) , pages=
Reference 11
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.774156Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 13696b7d-c9bf-4d02-96d6-942bb0b8fe62 · outbound
This paper cites WaveFake: A Data Set to Facilitate Audio Deepfake Detection.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection WaveFake: A Data Set to Facilitate Audio Deepfake Detection
Reference 12
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.778198Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 17aa2b48-8173-47ea-969f-c2271dd0cc3f · outbound
This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 13
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.287854Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 561c049e-96ad-480d-9eca-3549fced96a6 · outbound
This paper cites AudioGen: Textually Guided Audio Generation.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection AudioGen: Textually Guided Audio Generation
Reference 14
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.785155Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 12f5a2b2-a70d-41d7-93af-cf9ad3508f90 · outbound
This paper cites , title =.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection , title =
Reference 15
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.274457Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c886858a-47f6-4629-a684-6877cfa36fbd · outbound
This paper cites IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection IEEE/ACM Transactions on Audio, Speech, and Language Processing , volume=
Reference 16
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.792519Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 81038192-3e2f-436b-a1ba-c363d9b87a49 · outbound
This paper cites Proceedings of Interspeech , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of Interspeech , pages=
Reference 17
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.256602Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0a2ded39-02a7-41ed-a155-321efad41616 · outbound
This paper cites ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , year=
Reference 18
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.244809Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 251dd8a9-4a59-45e1-8c03-465cdc18fca3 · outbound
This paper cites INTERSPEECH 2026 , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection INTERSPEECH 2026 , year=
Reference 19
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.231835Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 20f9d01f-89ad-4d5e-9440-be0a9e9be8da · outbound
This paper cites 2026 IEEE International Conference on Multimedia and Expo (ICME) , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2026 IEEE International Conference on Multimedia and Expo (ICME) , year=
Reference 20
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.219122Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 87b2f847-3dc1-4b4f-b8be-a5eae3780442 · outbound
This paper cites ICASSP Grand Challenge Evaluation Plan , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP Grand Challenge Evaluation Plan , year=
Reference 21
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.207203Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 783544e2-1c89-4e84-b380-346fd3decb3d · outbound
This paper cites ICME Grand Challenge Evaluation Plan , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICME Grand Challenge Evaluation Plan , year=
Reference 22
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.195190Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0f456d3a-1629-4e93-9508-c92ebf808190 · outbound
This paper cites A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook
Reference 23
- Resolution
- metadata mismatch
- local_arxiv, observed 2026-08-11T14:31:01.447278Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 1aa5d988-e214-48da-a82b-204c4031fecc · outbound
This paper cites Proceedings of Interspeech , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of Interspeech , pages=
Reference 24
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.182844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9108c2f9-c3c0-4785-b6c5-c6cd8f2b5afb · outbound
This paper cites 2016 24th European signal processing conference (EUSIPCO) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2016 24th European signal processing conference (EUSIPCO) , pages=
Reference 25
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.171056Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation db55ea79-95bf-4300-9118-c90c07d62946 · outbound
This paper cites ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 26
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.834206Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 3f58ba92-aa52-4662-b65e-91a7c0fbc011 · outbound
This paper cites 2017 IEEE international conference on acoustics, speech and signal processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2017 IEEE international conference on acoustics, speech and signal processing (ICASSP) , pages=
Reference 27
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.838023Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 30394f21-ed0a-4e3c-a799-c5a5e899bdbb · outbound
This paper cites 2019 , publisher=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2019 , publisher=
Reference 28
- Resolution
- verified exact
- doi, observed 2026-08-11T14:31:01.099091Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c33ac3cb-e184-4a36-9476-20d68e8d568b · outbound
This paper cites International conference on machine learning , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection International conference on machine learning , pages=
Reference 29
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.845227Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4f23f63b-f373-4786-bc13-7346fe203edb · outbound
This paper cites ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2023-2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 30
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.848906Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation c2cad614-cac0-4e7b-9e34-1ffa083df70a · outbound
This paper cites 2023 , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2023 , volume=
Reference 31
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.125607Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 51344037-c096-4c6b-8e19-35173b9fcbd7 · outbound
This paper cites IEEE Journal of Selected Topics in Signal Processing , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection IEEE Journal of Selected Topics in Signal Processing , volume=
Reference 32
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.856125Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1769326f-1779-4d3f-a589-05ec7d586afb · outbound
This paper cites 2023 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2023 , eprint=
Reference 33
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.104574Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation be75a2a7-7d1c-433f-9fc3-d7508910698a · outbound
This paper cites 2018 IEEE international workshop on information forensics and security (WIFS) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2018 IEEE international workshop on information forensics and security (WIFS) , pages=
Reference 34
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.093566Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5a02ff02-afe8-4f95-a331-43bdd0422f03 · outbound
This paper cites Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF conference on computer vision and pattern recognition , pages=
Reference 35
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.082093Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f12855c1-6059-45b8-91b7-dcbcccd3e0c8 · outbound
This paper cites Proceedings of the 28th ACM international conference on multimedia , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the 28th ACM international conference on multimedia , pages=
Reference 36
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.071303Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation b0b04500-1ce2-4498-8e0c-ac1bcbb63bfc · outbound
This paper cites Proceedings of the 2023 ACM International Conference on Multimedia Retrieval , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the 2023 ACM International Conference on Multimedia Retrieval , pages=
Reference 37
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.060163Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f1438510-7058-42ca-9641-ea8d3bab8426 · outbound
This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the Computer Vision and Pattern Recognition Conference , pages=
Reference 38
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.046515Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c82200d0-3bb6-4367-8673-c017a44ed73e · outbound
This paper cites ACM Transactions on Multimedia Computing, Communications and Applications , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ACM Transactions on Multimedia Computing, Communications and Applications , volume=
Reference 39
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.034256Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 6b027bda-a45a-42ec-aeb3-c262dbf727e9 · outbound
This paper cites ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2021-2021 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 40
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.019241Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 70cd0cd1-7e4a-40fc-a7a2-09f65410f7bb · outbound
This paper cites 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2022 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC) , pages=
Reference 41
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:02.003507Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 12268ea4-f24f-494f-b4b8-3e1564e6f7ee · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition , pages=
Reference 42
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.990233Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 338fa2b4-4fe4-471d-bcad-f8abcba8383d · outbound
This paper cites Advances in Neural Information Processing Systems , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Advances in Neural Information Processing Systems , volume=
Reference 43
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.977906Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 02765560-25a2-4096-aafd-5cd365ba40d5 · outbound
This paper cites IEEE Transactions on Human-Machine Systems , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection IEEE Transactions on Human-Machine Systems , year=
Reference 44
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.966124Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2fafd9c2-5440-4feb-b01f-835c06011127 · outbound
This paper cites ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2025-2025 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 45
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.953757Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 89655bfd-c857-44ae-aa63-e7828247656e · outbound
This paper cites AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection AVoiD-DF: Audio-Visual Joint Learning for Detecting Deepfake , year=
Reference 46
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.941353Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a120d632-a883-4297-8392-1abec29f8182 · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , month =
Reference 47
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.929319Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2224bac7-bfd1-4e31-a8eb-f26b27703a62 · outbound
This paper cites AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection AVTENet: A Human-Cognition-Inspired Audio-Visual Transformer-Based Ensemble Network for Video Deepfake Detection , year=
Reference 48
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.917155Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e4147ad8-f34b-4d20-a285-31d5de53af22 · outbound
This paper cites Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Contextual Cross-Modal Attention for Audio-Visual Deepfake Detection and Localization , year=
Reference 49
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.905298Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 0469ebac-7041-4f28-bf3e-558007119f9e · outbound
This paper cites 2025 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2025 , eprint=
Reference 50
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.928038Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d1fe3d1d-6ddb-49a5-9903-3a9d6501f684 · outbound
This paper cites 2026 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2026 , eprint=
Reference 51
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.932217Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 78d4f500-1180-41b3-90ce-d00a7a687946 · outbound
This paper cites Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) , pages=
Reference 52
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.877094Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 47feda4e-a90a-4fb6-a686-0a66f2bb3b6f · outbound
This paper cites ACM Transactions on Graphics , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ACM Transactions on Graphics , volume=
Reference 53
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.867158Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation cf0c1592-a009-40af-95bb-dc044993d94b · outbound
This paper cites and Rubinstein, Michael , title =.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection and Rubinstein, Michael , title =
Reference 54
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.945383Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 27729264-f4da-4f88-b626-4010bcbc4e21 · outbound
This paper cites ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 55
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.857293Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c4158688-5dfa-4bf6-bf95-cbd2ab3728f8 · outbound
This paper cites an unresolved cited work.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Unresolved cited work
Reference 56
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:00.957540Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ce2402f7-1361-4430-a364-46b40bffeb16 · outbound
This paper cites and Zhou, Y.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection and Zhou, Y
Reference 57
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.845288Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 29420507-0a36-4e07-a739-df3f8938b3d0 · outbound
This paper cites 2024 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2024 , eprint=
Reference 58
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.833773Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 27f165d5-ee4b-4af8-bdcd-6d9011e36c74 · outbound
This paper cites The Thirteenth International Conference on Learning Representations , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection The Thirteenth International Conference on Learning Representations , year=
Reference 59
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.821546Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation a253fc15-2c54-467b-8066-70f912fcf8f8 · outbound
This paper cites 2020 , doi=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2020 , doi=
Reference 60
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.808705Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 509bde39-3272-499b-9d07-e048cf615038 · outbound
This paper cites The Fourteenth International Conference on Learning Representations , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection The Fourteenth International Conference on Learning Representations , year=
Reference 61
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.793621Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation ccd3222c-62f9-496b-9036-50353c3ab68f · outbound
This paper cites 2025 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2025 , eprint=
Reference 62
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.781717Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 3fddc8a2-f4a7-44e1-8453-fcf808cf17f5 · outbound
This paper cites 2024 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2024 , eprint=
Reference 63
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.770232Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2c17e74b-5818-4657-9056-428541dc5931 · outbound
This paper cites 2024 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2024 , eprint=
Reference 64
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.758935Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 2d61a8fd-dd5f-432d-8425-3ca6fcc8c40c · outbound
This paper cites 2025 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2025 , eprint=
Reference 65
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.746610Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9b89aad0-e4f4-4eef-920d-9733ccc4a104 · outbound
This paper cites Computer Vision and Image Understanding , volume=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Computer Vision and Image Understanding , volume=
Reference 66
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.735939Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation eeb72b8d-d22a-42b2-9002-94f2a09062c5 · outbound
This paper cites 2025 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2025 , eprint=
Reference 67
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:01.001153Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 52f14b2b-95bd-499e-b2e6-e09af9e37a68 · outbound
This paper cites 2021 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2021 , eprint=
Reference 68
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.716373Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 74039481-95d2-4b4e-beba-69d03d46611d · outbound
This paper cites Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , pages=
Reference 69
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.705142Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation f31973ea-e1aa-467a-885f-e0d9311691aa · outbound
This paper cites ADD 2023: the Second Audio Deepfake Detection Challenge.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ADD 2023: the Second Audio Deepfake Detection Challenge
Reference 70
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:01.012994Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd88a61b-d54b-42cf-9262-ef963362c011 · outbound
This paper cites ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 71
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.691341Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 835d2d76-27e2-48f2-9d52-d89010047579 · outbound
This paper cites and Wilson, Kevin and Thorpe, Jeremy and Chinen, Michael and Patton, Brian and Saurous, Rif A.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection and Wilson, Kevin and Thorpe, Jeremy and Chinen, Michael and Patton, Brian and Saurous, Rif A
Reference 72
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.678272Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation e9cfc5c0-ec67-4ced-9c56-9de429cff8cd · outbound
This paper cites ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection ICASSP 2026-2026 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) , pages=
Reference 73
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.666041Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c17bb496-2096-4798-a788-7c7ee5852367 · outbound
This paper cites arXiv preprint arXiv:2512.19687 , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection arXiv preprint arXiv:2512.19687 , year=
Reference 74
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:01.032424Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 9638767e-1b02-450b-bc6f-2dd8b7803001 · outbound
This paper cites Proceedings of the Computer Vision and Pattern Recognition Conference , pages=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Proceedings of the Computer Vision and Pattern Recognition Conference , pages=
Reference 75
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.654048Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 5a0c026d-6a49-4b40-bee8-7649e165ac1a · outbound
This paper cites arXiv preprint arXiv:2501.15368 , year=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection arXiv preprint arXiv:2501.15368 , year=
Reference 76
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:01.041325Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bf9aa9db-553a-4c55-816a-232b5d2f7180 · outbound
This paper cites Gemma 4 Technical Report.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection Gemma 4 Technical Report
Reference 77
- Resolution
- unresolved
- no resolver link, observed 2026-08-11T14:31:01.047215Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0a4f8b76-2526-43b5-a072-6239cb522f7d · outbound
This paper cites 2024 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2024 , eprint=
Reference 78
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.641844Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation 9416d375-af2d-4fe0-b34f-eb9bb677accc · outbound
This paper cites 2026 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2026 , eprint=
Reference 79
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.628661Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Observation c36d2d82-1a8a-4401-be25-949b2e371af7 · outbound
This paper cites 2026 , eprint=.
MADBench: A Benchmark for Modality-Aware Audio Deepfake Detection 2026 , eprint=
Reference 80
- Resolution
- verified fuzzy
- raw_fallback, observed 2026-08-11T14:31:01.613023Z
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-13T06:32:02.005865+00:00.
Pith citing papers
No inbound Pith citation observations are available.