Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:08:19.026660Z
Paper Citation Record · LEDGER
As of 7 August 2026, this Paper Citation Record lists 48 of 48 outbound references and 3 inbound Pith citation observations for arXiv:2505.22581.
A citation records a reference. It does not transfer a finding from one paper to another.
Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T13:08:19.026660Z
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-07T06:34:17.273281+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-06T17:44:33.627386Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T17:44:34.340682Z
48 of 48 outbound references displayed
External citation measurements
No source-named external measurement is stored.
Observation 74919104-dfba-46f5-92b7-8af0d281e518 · outbound
Tell me Habibi, is it Real or Fake? MesoNet : a Compact Facial Video Forgery Detection Network
Reference 1
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 32aef1c4-7e9e-4d7c-b90d-20f7d7bd0ec9 · outbound
Tell me Habibi, is it Real or Fake? wav2vec 2.0: A Framework for Self-Supervised Learning of Speech Representations
Reference 2
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 32f615c9-5152-456c-af5e-181120ea2ae5 · outbound
Tell me Habibi, is it Real or Fake? Do You Really Mean That ? Content Driven Audio - Visual Deepfake Dataset and Multimodal Method for Temporal Forgery Localization
Reference 3
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fcffe43b-8a97-4a33-97db-25ec3a5db086 · outbound
Tell me Habibi, is it Real or Fake? AV-Deepfake1M: A Large-Scale LLM-Driven Audio-Visual Deepfake Dataset
Reference 4
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 40bc4d45-834e-41a3-8212-a7b755b16c63 · outbound
Tell me Habibi, is it Real or Fake? Glitch in the matrix: A large scale benchmark for content driven audio–visual forgery detection and localization
Reference 5
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation dbfea08f-c664-410b-b3c2-7dbd27a0b610 · outbound
Tell me Habibi, is it Real or Fake? 1M-Deepfakes Detection Challenge
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a57d1b30-d14b-40d6-8b4f-5d4ccd472c98 · outbound
Tell me Habibi, is it Real or Fake? YourTTS: Towards Zero-Shot Multi-Speaker TTS and Zero-Shot Voice Conversion for everyone
Reference 7
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fac6a78c-a3f6-4d43-b8ba-3408509a47ad · outbound
Tell me Habibi, is it Real or Fake? XTTS: a Massively Multilingual Zero-Shot Text-to-Speech Model
Reference 8
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 90dfe146-774c-471d-8bde-a92a04852f53 · outbound
Tell me Habibi, is it Real or Fake? Xception: Deep Learning With Depthwise Separable Convolutions
Reference 9
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 5e66296c-51fe-4868-b154-e2391a486cee · outbound
Tell me Habibi, is it Real or Fake? Real time speech enhancement in the waveform domain
Reference 10
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation d50cbd94-6960-4326-b7dd-50499215e900 · outbound
Tell me Habibi, is it Real or Fake? The DeepFake Detection Challenge (DFDC) Dataset
Reference 12
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation da73c96e-64bd-4642-93d9-30444bfd6f18 · outbound
Tell me Habibi, is it Real or Fake? Speech df arena - speech-arena-2025
Reference 13
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 04a8c92d-deee-439e-9c2a-317cb7fef094 · outbound
Tell me Habibi, is it Real or Fake? WaveFake: A Data Set to Facilitate Audio Deepfake Detection
Reference 14
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 63372c68-be43-4c1b-8a31-c551a9274c16 · outbound
Tell me Habibi, is it Real or Fake? A rz E n: A speech corpus for code-switched E gyptian A rabic- E nglish
Reference 15
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 370ce405-fbf9-4267-bb48-d8e65bae978a · outbound
Tell me Habibi, is it Real or Fake? ZAEBUC-Spoken : A multilingual multidialectal A rabic- E nglish speech corpus
Reference 16
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 6a95d95f-1961-4a6a-a69b-ffc0e75192c6 · outbound
Tell me Habibi, is it Real or Fake? A survey of code-switched A rabic NLP : Progress, challenges, and future directions
Reference 17
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 11c2565e-df5d-4fdc-ae69-9421cdf69253 · outbound
Tell me Habibi, is it Real or Fake? ForgeryNet : A Versatile Benchmark for Comprehensive Forgery Analysis
Reference 18
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 8b53f7a3-d54e-4fca-95f9-2c76b7d43ca9 · outbound
Tell me Habibi, is it Real or Fake? PolyGlotFake: A Novel Multilingual and Multimodal DeepFake Dataset
Reference 19
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7549d995-a56d-4e24-b691-3c37cdc89458 · outbound
Tell me Habibi, is it Real or Fake? DeeperForensics -1.0: A Large - Scale Dataset for Real - World Face Forgery Detection
Reference 20
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 826f62a0-5c6c-4e2d-832d-322f6a663d28 · outbound
Tell me Habibi, is it Real or Fake? FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset
Reference 21
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation f6b1abf2-ffd3-47f6-819a-4c96ac426376 · outbound
Tell me Habibi, is it Real or Fake? KoDF : A Large - Scale Korean DeepFake Detection Dataset
Reference 22
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 25a467ec-ec17-40e7-ac56-bac851d42768 · outbound
Tell me Habibi, is it Real or Fake? LatentSync: Taming Audio-Conditioned Latent Diffusion Models for Lip Sync with SyncNet Supervision
Reference 23
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 93151c7b-5139-4d8b-983b-54ed39e3e5a8 · outbound
Tell me Habibi, is it Real or Fake? Celeb- DF : A Large - Scale Challenging Dataset for DeepFake Forensics
Reference 24
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 2de97e7f-f038-43a6-b850-84bf48be6720 · outbound
Tell me Habibi, is it Real or Fake? ASVspoof 2021: Towards Spoofed and Deepfake Speech Detection in the Wild
Reference 25
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ba4a877e-11be-422c-8f8e-01644884ef54 · outbound
Tell me Habibi, is it Real or Fake? Are audio DeepFake detection models polyglots?
Reference 26
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 94449453-cce7-4e8b-b41c-a25dde4c2b45 · outbound
Tell me Habibi, is it Real or Fake? QASR : QCRI Aljazeera speech resource a large scale annotated A rabic speech corpus
Reference 27
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation ffa3898f-2116-4fdb-bda8-7eb89b3eeb69 · outbound
Tell me Habibi, is it Real or Fake? Diff2Lip: Audio Conditioned Diffusion Models for Lip-Synchronization
Reference 28
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation fd387334-dedb-401a-a74d-8903f8f471b7 · outbound
Tell me Habibi, is it Real or Fake? DF - Platter : Multi - Face Heterogeneous Deepfake Dataset
Reference 29
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation daf7ee79-8d5f-445b-b988-1564035508cb · outbound
Tell me Habibi, is it Real or Fake? ViSpeR: Multilingual Audio-Visual Speech Recognition
Reference 30
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 74e0201e-2606-4223-9cdf-92b430ed7292 · outbound
Tell me Habibi, is it Real or Fake? Contributing Data to Deepfake Detection Research , September 2019
Reference 31
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation a4060c77-0437-4681-b45b-a4ed71007ec0 · outbound
Tell me Habibi, is it Real or Fake? Text-to-speech api: tts-1 model
Reference 32
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 66e04109-464d-49a8-8aca-c791cd768b32 · outbound
Tell me Habibi, is it Real or Fake? Introducing gpt-4.1 in the api
Reference 33
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 7443b409-946d-49a8-8196-934c78eaa420 · outbound
Tell me Habibi, is it Real or Fake? fairseq: A fast, extensible toolkit for sequence modeling
Reference 34
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 0e4f541a-6007-44c8-8dd8-bc1df1e37116 · outbound
Tell me Habibi, is it Real or Fake? Heterogeneity over Homogeneity: Investigating Multilingual Speech Pre-Trained Models for Detecting Audio Deepfake
Reference 35
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 1914b16b-7866-443c-a5aa-61172013b1f0 · outbound
Tell me Habibi, is it Real or Fake? OpenVoice: Versatile Instant Voice Cloning
Reference 36
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 4e8452bb-338e-4feb-b444-187b55c955e6 · outbound
Tell me Habibi, is it Real or Fake? Qwen2.5 Technical Report
Reference 37
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 00cfc314-ae5e-4872-803a-f1b002791421 · outbound
Tell me Habibi, is it Real or Fake? Robust Speech Recognition via Large-Scale Weak Supervision
Reference 39
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 6dd75681-d4c6-4487-b6da-af3fc38327a1 · outbound
Tell me Habibi, is it Real or Fake? FaceForensics ++: Learning to Detect Manipulated Facial Images
Reference 40
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation fd6fdbb7-6d28-4d3b-80e2-95b96fc30918 · outbound
Tell me Habibi, is it Real or Fake? FaceForensics++: Learning to Detect Manipulated Facial Images
Reference 41
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7d669807-a282-4d1d-b614-51699b513532 · outbound
Tell me Habibi, is it Real or Fake? Ar-en code-switching textual dataset
Reference 42
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation d8e0b8e9-0b13-41cb-8370-8cd1b661024f · outbound
Tell me Habibi, is it Real or Fake? Jais and Jais-chat: Arabic-Centric Foundation and Instruction-Tuned Open Generative Large Language Models
Reference 43
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 803e7e16-dade-41f7-b0e0-40a6dc642ad5 · outbound
Tell me Habibi, is it Real or Fake? ILLUSION : Unveiling truth with a comprehensive multi-modal, multi-lingual deepfake dataset
Reference 44
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 50f038aa-c2e8-49a3-a8d7-1cc6700d8a2f · outbound
Tell me Habibi, is it Real or Fake? Face2Face: Real-time Face Capture and Reenactment of RGB Videos
Reference 45
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 589dcc23-3bba-4756-b2cb-ab888ef0c132 · outbound
Tell me Habibi, is it Real or Fake? ASVspoof 2019: Future Horizons in Spoofed and Fake Audio Detection
Reference 46
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation e5eeafe7-bd84-4e1d-b804-c97957cb42cd · outbound
Tell me Habibi, is it Real or Fake? ASVspoof 2019: A large-scale public database of synthesized, converted and replayed speech
Reference 47
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 401d053c-0405-4013-bc1c-b0f02e790557 · outbound
Tell me Habibi, is it Real or Fake? Tacotron: Towards End-to-End Speech Synthesis
Reference 48
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 048384eb-690f-48d4-8d72-675c296c5f4a · outbound
Tell me Habibi, is it Real or Fake? XLSR-Mamba: A Dual-Column Bidirectional State Space Model for Spoofing Attack Detection
Reference 49
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation bb687379-7cd7-4e20-b900-740f4914ed3a · outbound
Tell me Habibi, is it Real or Fake? Video-LLaMA: An Instruction-tuned Audio-Visual Language Model for Video Understanding
Reference 50
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 5a17a642-280a-4f9f-af2d-8eddd0741b80 · inbound
LayLens: Improving Deepfake Understanding through Simplified Explanations Tell me Habibi, is it Real or Fake?
Reference 6
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.
Observation 37e40d41-2959-4630-a9b7-c8a16d195c32 · inbound
Detecting AI-Generated Video: A Vision-Language Dual-View Survey Tell me Habibi, is it Real or Fake?
Reference 193
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 8a817175-17f8-47ac-849f-d3e41e267edf · inbound
ThinkOmni: A Reasoning-Driven Omni-Modal LLM Framework for Audio Forgery Detection and Localization Tell me Habibi, is it Real or Fake?
Reference 6
Source-reported events for the cited work
Unavailable: canonical work link unavailable.