Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
A Survey on Speech Deepfake Detection
As of 12 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 10 inbound Pith citation observations for arXiv:2404.13914.
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 2026-08-12T06:34:41.77262+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-12T10:08:45.948936Z
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 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 2026-08-12T06:34:41.77262+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 2026-08-12T06:34:41.77262+00:00.