Paper Citation Record · LEDGER

A Survey on Speech Deepfake Detection

As of 20 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 12 inbound Pith citation observations for arXiv:2404.13914.

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

pith.paper-citation-record.v1
2404.13914 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 12 of 12 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-20T06:33:59.587034+00:00

measured 12 of 12 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-16T11:24:26.938125Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-05-15T22:06:43.374548Z

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 90f703b2-ccfb-4250-b8a7-c6f15c42511e · inbound

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook cites this paper.

Deepfake Media Generation and Detection in the Generative AI Era: A Survey and Outlook A Survey on Speech Deepfake Detection

Reference 44

Resolution: unresolved; no resolver link, observed 2026-08-12T10:08:45.948936Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1eac10dc-3f01-4155-80e4-eab9d008e8c9 · inbound

What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain cites this paper.

What Does an Audio Deepfake Detector Focus on? A Study in the Time Domain A Survey on Speech Deepfake Detection

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-10T15:36:46.940333Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2fedadea-c5f3-4cbd-ab41-c1474e51b2fd · 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 A Survey on Speech Deepfake Detection

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-09T04:35:12.197514Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f3fc738c-644f-4257-990c-52f784a33abc · inbound

FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning cites this paper.

FADEL: Uncertainty-aware Fake Audio Detection with Evidential Deep Learning A Survey on Speech Deepfake Detection

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-16T11:24:26.938125Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0db6eff-fe67-460e-99f4-82ae14d70c34 · inbound

BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention cites this paper.

BiCrossMamba-ST: Speech Deepfake Detection with Bidirectional Mamba Spectro-Temporal Cross-Attention A Survey on Speech Deepfake Detection

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-15T20:10:10.856752Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2d59f91e-f6ea-4808-947b-4b239edab869 · inbound

Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech cites this paper.

Hybrid Audio Detection Using Fine-Tuned Audio Spectrogram Transformers: A Dataset-Driven Evaluation of Mixed AI-Human Speech A Survey on Speech Deepfake Detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:27.574679Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 15b3d7be-6001-44bf-b67b-a03298ab009d · 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 A Survey on Speech Deepfake Detection

Reference 31

Resolution: unresolved; no resolver link, observed 2026-08-07T15:26:57.093958Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 116169b4-8c35-4923-b5b7-165d46efe403 · inbound

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative cites this paper.

Fake-Mamba: Real-Time Speech Deepfake Detection Using Bidirectional Mamba as Self-Attention's Alternative A Survey on Speech Deepfake Detection

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-05T21:11:15.265917Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 74f26cdd-7796-442b-b119-fcb0fa4a4262 · inbound

When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection cites this paper.

When Fine-Tuning is Not Enough: Lessons from HSAD on Hybrid and Adversarial Audio Spoof Detection A Survey on Speech Deepfake Detection

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-04T22:29:38.355628Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8b89f8f3-fa81-4e9f-b7c7-cca2c5b10841 · inbound

Performance and Complexity Trade-off Optimization of Speech Models During Training cites this paper.

Performance and Complexity Trade-off Optimization of Speech Models During Training A Survey on Speech Deepfake Detection

Reference 49

Resolution: unresolved; no resolver link, observed 2026-08-03T09:35:42.743087Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 260970f9-7fc7-490a-9716-85dcc782d670 · inbound

Interpreting Multi-Branch Anti-Spoofing Architectures: Correlating Internal Strategy with Empirical Performance cites this paper.

Interpreting Multi-Branch Anti-Spoofing Architectures: Correlating Internal Strategy with Empirical Performance A Survey on Speech Deepfake Detection

Reference 16

Resolution: verified exact; arxiv_id, observed 2026-05-15T22:06:43.378554Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.

Observation 82b7d3a2-21d8-46c3-b9a4-1daa7d37fdda · inbound

Asymmetric Phase Coding Audio Watermarking cites this paper.

Asymmetric Phase Coding Audio Watermarking A Survey on Speech Deepfake Detection

Reference 6

Resolution: verified exact; arxiv_id, observed 2026-05-11T04:05:58.010168Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-20T06:33:59.587034+00:00.