Paper Citation Record · LEDGER

Audio Deepfake Detection: A Survey

As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 31 inbound Pith citation observations for arXiv:2308.14970.

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

pith.paper-citation-record.v1
2308.14970 v1

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 2026-08-09T04:35:12.673717Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-03T18:18:50.126056Z

Reference resolution

0 of 0 outbound references displayed

verified exact0
verified fuzzy0
unresolved0
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

No outbound reference observations are available for this paper version.

Pith citing papers

Observation 6222e1f0-aada-4ff5-9324-96036c6be571 · inbound

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection cites this paper.

Comprehensive Layer-wise Analysis of SSL Models for Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 56

Resolution: unresolved; no resolver link, observed 2026-08-09T04:35:12.673717Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8086f2ed-5eaf-4a43-9cb7-9e8d0fb53d54 · inbound

ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts cites this paper.

ShiftySpeech: A Large-Scale Synthetic Speech Dataset with Distribution Shifts Audio Deepfake Detection: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-08T18:27:06.818969Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4939e96a-4e65-4f9e-b493-fec38e132990 · 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 Audio Deepfake Detection: A Survey

Reference 65

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:59.790961Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 69c52373-8963-489b-8183-9b6505ba943c · inbound

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes cites this paper.

Few-Shot Speech Deepfake Detection Adaptation with Gaussian Processes Audio Deepfake Detection: A Survey

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-07T12:45:30.610193Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 79161d2b-1a12-4b52-9380-63e59dc1190e · inbound

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection cites this paper.

RPRA-ADD: Forgery Trace Enhancement-Driven Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-07T12:12:14.068943Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a490d3b6-4253-4f40-ade4-a4b8138f0248 · inbound

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems cites this paper.

Unmasking Synthetic Realities in Generative AI: A Comprehensive Review of Adversarially Robust Deepfake Detection Systems Audio Deepfake Detection: A Survey

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-06T14:34:10.596947Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfffb3f5-1a15-40f7-8490-85f8460c9173 · inbound

Generalizable Audio Spoofing Detection using Non-Semantic Representations cites this paper.

Generalizable Audio Spoofing Detection using Non-Semantic Representations Audio Deepfake Detection: A Survey

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-05T13:55:17.373586Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e7bca86c-5222-46af-8460-797db5bf7685 · inbound

Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake cites this paper.

Speaker Privacy and Security in the Big Data Era: Protection and Defense against Deepfake Audio Deepfake Detection: A Survey

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-04T23:46:06.326450Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe6bee83-f128-4250-9ae3-3124a616413e · inbound

Segment Transformer: AI-Generated Music Detection via Music Structural Analysis cites this paper.

Segment Transformer: AI-Generated Music Detection via Music Structural Analysis Audio Deepfake Detection: A Survey

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-04T20:54:12.490089Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4ddc6da2-b4ad-420d-8748-e9172fd96a2f · inbound

Over-the-Air Adversarial Attack Detection: from Datasets to Defenses cites this paper.

Over-the-Air Adversarial Attack Detection: from Datasets to Defenses Audio Deepfake Detection: A Survey

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-04T19:27:38.442513Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c57c8a68-1741-4317-ba90-597b23216299 · inbound

Emoanti: audio anti-deepfake with refined emotion-guided representations cites this paper.

Emoanti: audio anti-deepfake with refined emotion-guided representations Audio Deepfake Detection: A Survey

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-04T17:38:39.097563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f8477bcb-0780-475b-b0a4-a1f42edf5270 · inbound

AuthGlass: Benchmarking Voice Liveness Detection and Authentication on Smart Glasses via Comprehensive Acoustic Features cites this paper.

AuthGlass: Benchmarking Voice Liveness Detection and Authentication on Smart Glasses via Comprehensive Acoustic Features Audio Deepfake Detection: A Survey

Reference 70

Resolution: verified exact; arxiv_id, observed 2026-05-18T14:41:30.201752Z

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 ac613ce9-fdae-4426-93b9-2909c1826fc6 · inbound

Advancing Zero-Shot Open-Set Speech Deepfake Source Tracing cites this paper.

Advancing Zero-Shot Open-Set Speech Deepfake Source Tracing Audio Deepfake Detection: A Survey

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-18T12:46:24.101040Z

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 6f8f77a0-2179-43d5-a2e8-b999a831478c · inbound

Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis cites this paper.

Gender Fairness in Audio Deepfake Detection: Performance and Disparity Analysis Audio Deepfake Detection: A Survey

Reference 2

Resolution: verified exact; arxiv_id, observed 2026-05-15T12:55:37.873683Z

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 667b4be6-d671-4538-b013-187f180519fa · inbound

Split and Conquer Partial Deepfake Speech cites this paper.

Split and Conquer Partial Deepfake Speech Audio Deepfake Detection: A Survey

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-05-13T19:03:08.391578Z

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 78d4dc53-8efe-4b73-8775-332d1c425679 · inbound

Synthetic Trust Attacks: Modeling How Generative AI Manipulates Human Decisions in Social Engineering Fraud cites this paper.

Synthetic Trust Attacks: Modeling How Generative AI Manipulates Human Decisions in Social Engineering Fraud Audio Deepfake Detection: A Survey

Reference 11

Resolution: metadata mismatch; arxiv_id, observed 2026-05-13T20:43:14.840563Z

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 4f00ae4e-0e92-4414-b763-b00df110ce96 · inbound

Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis cites this paper.

Listening Deepfake Detection: A New Perspective Beyond Speaking-Centric Forgery Analysis Audio Deepfake Detection: A Survey

Reference 46

Resolution: verified exact; arxiv_id, observed 2026-05-11T09:41:03.366664Z

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 dc961679-e18f-449e-bb0f-959b49ec3a9f · inbound

Classical Machine Learning Baselines for Deepfake Audio Detection on the Fake-or-Real Dataset cites this paper.

Classical Machine Learning Baselines for Deepfake Audio Detection on the Fake-or-Real Dataset Audio Deepfake Detection: A Survey

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-05-10T12:30:23.881098Z

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 3f54414a-7858-4f1f-a602-abbd79bfe0d5 · inbound

ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics cites this paper.

ArtifactNet: Detecting AI-Generated Music via Forensic Residual Physics Audio Deepfake Detection: A Survey

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-10T07:26:59.770255Z

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 cd6b885c-a529-4c08-a5a4-7012751edde4 · inbound

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages cites this paper.

Indic-CodecFake meets SATYAM: Towards Detecting Neural Audio Codec Synthesized Speech Deepfakes in Indic Languages Audio Deepfake Detection: A Survey

Reference 80

Resolution: metadata mismatch; arxiv_id, observed 2026-05-10T00:34:47.305810Z

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 077840af-0e6f-466b-b658-41277981a20d · inbound

Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization cites this paper.

Toward Fine-Grained Speech Inpainting Forensics:A Dataset, Method, and Metric for Multi-Region Tampering Localization Audio Deepfake Detection: A Survey

Reference 11

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:16:28.286036Z

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 cc6b97e2-03b3-4400-8a2e-5681a99b984c · inbound

Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings cites this paper.

Phoneme-Level Deepfake Detection Across Emotional Conditions Using Self-Supervised Embeddings Audio Deepfake Detection: A Survey

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T22:26:13.805892Z

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 0da131c2-a638-4cf7-a2f5-e8fae06cbba7 · inbound

Asymmetric Phase Coding Audio Watermarking cites this paper.

Asymmetric Phase Coding Audio Watermarking Audio Deepfake Detection: A Survey

Reference 5

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:05:57.996346Z

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 7b7963dc-e970-485b-bca8-05ac9c338ed2 · inbound

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook cites this paper.

A Survey of Large Audio Language Models: Generalization, Trustworthiness, and Outlook Audio Deepfake Detection: A Survey

Reference 38

Resolution: verified exact; arxiv_id, observed 2026-05-21T07:39:48.684881Z

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 b6c62eb5-55de-47c0-a106-3c3405f42e01 · inbound

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio cites this paper.

MixFake: Benchmarking and Enhancing Audio Deepfake Detection in Diverse Real-world Mixed Audio Audio Deepfake Detection: A Survey

Reference 12

Resolution: verified exact; arxiv_id, observed 2026-05-25T03:15:17.044579Z

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 7694c19d-542d-4251-bb19-9d3c1fff25ea · inbound

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities cites this paper.

DetectZoo: A Unified Toolkit for AI-Generated Content Detection Across Text, Audio, and Image Modalities Audio Deepfake Detection: A Survey

Reference 4

Resolution: verified exact; arxiv_id, observed 2026-07-02T07:06:44.547261Z

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 c1df668b-f84d-4e9f-9896-15e297fcd924 · inbound

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection cites this paper.

Dual-Granularity Orthogonal Disentanglement for Generalizable Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 17

Resolution: verified exact; arxiv_id, observed 2026-07-03T18:18:50.127798Z

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 59d9e11f-939b-4bfd-9740-b611e0ca1ef4 · inbound

Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection cites this paper.

Probing-Guided Layer Selection from Self-Supervised Speech Models for Generalizable Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 3

Resolution: verified exact; arxiv_id, observed 2026-07-01T12:55:44.302028Z

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 8e6c06dd-aa76-408a-aad9-d99c1b4d9be8 · inbound

What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection cites this paper.

What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection Audio Deepfake Detection: A Survey

Reference 4

Resolution: unresolved; no resolver link, observed 2026-07-14T14:47:58.592181Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fd895a48-93df-4cd4-99e2-ad8ad643bd8a · inbound

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors cites this paper.

Probing Speaker Identity Sensitivity in Audio Deepfake Detectors Audio Deepfake Detection: A Survey

Reference 33

Resolution: unresolved; no resolver link, observed 2026-08-01T06:39:33.076594Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 3e4629c8-d473-409a-8272-d5c11dd0b926 · 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 Audio Deepfake Detection: A Survey

Reference 2023

Resolution: unresolved; no resolver link, observed 2026-08-01T06:08:27.680708Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.