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Paper Citation Record · LEDGER

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

As of 10 August 2026, this Paper Citation Record lists 36 of 36 outbound references and 0 inbound Pith citation observations for arXiv:2607.20579.

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

pith.paper-citation-record.v1
2607.20579 v1

Coverage vector

measured 36 of 36 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T11:02:38.828631Z

measured 36 of 36 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-10T06:31:04.303077+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

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measured 0 of 1 external citation measurements

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Source: cited_works

Reference resolution

36 of 36 outbound references displayed

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  • malformed identifier0
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Outbound references

Observation b9cbbf31-142e-44e2-af7e-3c3966173ec3 · outbound

This paper cites Generative Adversarial Networks.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Generative Adversarial Networks

Reference 1

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Observation 48cbc01e-25a5-43b7-8777-f99a63a10219 · outbound

This paper cites Jordan peele’s simulated obama psa is a double-edged warning against fake news,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Jordan peele’s simulated obama psa is a double-edged warning against fake news,

Reference 2

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Observation 1fbf91cb-f739-479a-bbd6-cc66dd1ab00b · outbound

This paper cites Chinese deepfake app zao goes viral, faces immediate criticism over user data and security policy,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Chinese deepfake app zao goes viral, faces immediate criticism over user data and security policy,

Reference 3

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Observation f1c3fa27-8084-4f91-9516-fa9a5181728a · outbound

This paper cites An AI program will soon be here to help your deepfake dancing – just don’t call it deepfake,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis An AI program will soon be here to help your deepfake dancing – just don’t call it deepfake,

Reference 4

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Observation 64f1abe5-bd87-4d1a-9e97-2eb35b804fc8 · outbound

This paper cites Syn- thesizing obama: Learning lip sync from audio,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Syn- thesizing obama: Learning lip sync from audio,

Reference 5

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Observation 241d02ad-367a-4dd7-b273-31d607d56368 · outbound

This paper cites Xception: Deep learning with depthwise separable convo- lutions,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Xception: Deep learning with depthwise separable convo- lutions,

Reference 6

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Observation c6a406bb-e878-4dad-8a99-bc4b93b024b2 · outbound

This paper cites MesoNet: A compact facial video forgery detection network,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis MesoNet: A compact facial video forgery detection network,

Reference 7

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Observation 83427141-82d4-4c61-9f6a-f33ea7fd1795 · outbound

This paper cites Deepfake video detection using recurrent neural networks,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Deepfake video detection using recurrent neural networks,

Reference 8

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Observation 5176a15c-24b1-4856-8219-5cfb487dbc2e · outbound

This paper cites FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis FakeCatcher: Detection of Synthetic Portrait Videos using Biological Signals

Reference 9

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Observation ee2df575-a255-42b0-b66e-71d89ddb9bba · outbound

This paper cites In ictu oculi: Exposing AI created fake videos by detecting eye blinking,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis In ictu oculi: Exposing AI created fake videos by detecting eye blinking,

Reference 10

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Observation 31263d69-05de-473d-a7bc-244bf6ff754d · outbound

This paper cites Exposing DeepFake Videos By Detecting Face Warping Artifacts.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Exposing DeepFake Videos By Detecting Face Warping Artifacts

Reference 11

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Observation 6b2105f2-4eec-4fd9-ba3e-b4897126372c · outbound

This paper cites Face x-ray for more general face forgery detection,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Face x-ray for more general face forgery detection,

Reference 12

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Observation 0b9dc5ee-bc4e-4044-96e9-7579812c7931 · outbound

This paper cites Relative phase information for detecting human speech and spoofed speech,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Relative phase information for detecting human speech and spoofed speech,

Reference 13

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Observation decd10f8-fd7d-4a48-9940-93ab87dcf484 · outbound

This paper cites Combining evidences from mel cepstral, cochlear filter cepstral and instantaneous frequency features for detection of natural vs. spoofed speech,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Combining evidences from mel cepstral, cochlear filter cepstral and instantaneous frequency features for detection of natural vs. spoofed speech,

Reference 14

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Observation 757679b6-71cc-4d9a-a2c3-1b4267f7b0ab · outbound

This paper cites Not made for each other–audio-visual dissonance-based deepfake detection and local- ization,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Not made for each other–audio-visual dissonance-based deepfake detection and local- ization,

Reference 15

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Observation f56f9a2c-8040-4776-85fa-cc8953d3c4d4 · outbound

This paper cites Emotions don’t lie: An audio-visual deepfake detection method using affective cues,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Emotions don’t lie: An audio-visual deepfake detection method using affective cues,

Reference 16

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Observation b154ca2c-c8ee-4abc-ac39-57ca6510d52a · outbound

This paper cites Lip sync matters: A novel multimodal forgery detector,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Lip sync matters: A novel multimodal forgery detector,

Reference 17

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Observation 7648cd42-de7b-46ce-8386-89a7065ebddb · outbound

This paper cites A comparison of features for synthetic speech detection,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis A comparison of features for synthetic speech detection,

Reference 18

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Observation d4d1dad9-d537-407c-b8f2-90c76e1758c7 · outbound

This paper cites Multimodaltrace: Deepfake detection using audiovisual representation learning,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Multimodaltrace: Deepfake detection using audiovisual representation learning,

Reference 19

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Observation 298f6577-f25e-475a-ab69-6cccd7b69166 · outbound

This paper cites Deepfake video detection based on spatial, spectral, and temporal inconsistencies us- ing multimodal deep learning,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Deepfake video detection based on spatial, spectral, and temporal inconsistencies us- ing multimodal deep learning,

Reference 20

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Observation 963438bc-4bd0-4286-babd-04cedcae7d60 · outbound

This paper cites Emotions don’t lie: An audio-visual deepfake detection method using affective cues,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Emotions don’t lie: An audio-visual deepfake detection method using affective cues,

Reference 21

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Observation 2148fc01-9ec3-4d40-b75f-ecee71ae0458 · outbound

This paper cites Not made for each other–audio-visual dissonance-based deepfake detection and local- ization,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Not made for each other–audio-visual dissonance-based deepfake detection and local- ization,

Reference 22

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Observation e7343729-eeb2-451c-86f1-bf7ba9261f75 · outbound

This paper cites Evaluation of an audio- video multimodal deepfake dataset using unimodal and multimodal detectors,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Evaluation of an audio- video multimodal deepfake dataset using unimodal and multimodal detectors,

Reference 23

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Observation 60e190e5-ce6c-46ce-9969-5e0d4463b9c4 · outbound

This paper cites AVFakeNet: A unified end-to-end dense swin transformer deep learning model for audio-visual deepfakes detection,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis AVFakeNet: A unified end-to-end dense swin transformer deep learning model for audio-visual deepfakes detection,

Reference 24

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Observation f94bf31c-19d4-47a5-90a3-8b5896ccf79e · outbound

This paper cites Multimodal forgery detection using ensemble learning,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Multimodal forgery detection using ensemble learning,

Reference 25

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Observation 418aab50-1226-4d6f-9716-c60235942a24 · outbound

This paper cites LipNet: End-to-End Sentence-level Lipreading.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis LipNet: End-to-End Sentence-level Lipreading

Reference 26

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Observation f3717066-0e7f-46c2-88d9-f4cbc2f2f614 · outbound

This paper cites DeepSpeech2: A machine learning model for speech recognition,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis DeepSpeech2: A machine learning model for speech recognition,

Reference 27

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Observation 62c572e2-bc1b-4289-be45-2f3a1b1c789f · outbound

This paper cites hollance/BlazeFace-PyTorch,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis hollance/BlazeFace-PyTorch,

Reference 28

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Observation 69979572-96fe-4d24-8d00-8e6bd63c1239 · outbound

This paper cites A deep learning approach for automated diagnosis and multi-class classification of alzheimer’s disease stages using resting- state fMRI and residual neural networks,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis A deep learning approach for automated diagnosis and multi-class classification of alzheimer’s disease stages using resting- state fMRI and residual neural networks,

Reference 29

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

This paper cites FakeAVCeleb: A Novel Audio-Video Multimodal Deepfake Dataset.

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

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Observation e2c07979-c131-4ac5-b844-edacdf5d81c1 · outbound

This paper cites The Deepfake Detection Challenge (DFDC) Preview Dataset.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis The Deepfake Detection Challenge (DFDC) Preview Dataset

Reference 31

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Observation 1220ec53-c960-4d80-8617-d52ee03f710f · outbound

This paper cites Crowd scene analysis using deep learning techniques,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Crowd scene analysis using deep learning techniques,

Reference 32

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Observation 24f29581-352f-47e6-b5e1-68d318054cc7 · outbound

This paper cites Conv- lstm for real-time spatio-temporal analysis of crowd behavior in public spaces,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Conv- lstm for real-time spatio-temporal analysis of crowd behavior in public spaces,

Reference 33

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Observation 547976a6-3081-49a2-bf24-851f37249174 · outbound

This paper cites Exploring convolutional neural networks for rice grain classification: An explainable ai approach,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Exploring convolutional neural networks for rice grain classification: An explainable ai approach,

Reference 34

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Observation 4fcca713-8fdb-4dd4-b425-c4d1bf6cc100 · outbound

This paper cites Towards automated solar panel integrity: Hybrid deep feature extraction for advanced surface defect identification,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Towards automated solar panel integrity: Hybrid deep feature extraction for advanced surface defect identification,

Reference 35

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This paper cites Strategic customer segmentation: Harnessing machine learning for retaining satisfied cus- tomers,.

Deepfake News Detection: A Multimodal Framework Integrating LipNet, DeepSpeech and ResNET for Enhanced Audio-Visual Analysis Strategic customer segmentation: Harnessing machine learning for retaining satisfied cus- tomers,

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