Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links
Paper Citation Record · LEDGER
As of 9 August 2026, this Paper Citation Record lists 0 of 0 outbound references and 2 inbound Pith citation observations for arXiv:2508.07944.
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
One-hop event checks from named stored sources.
Source: scholarly_work_events, retraction_status_cache, observed 2026-08-08T06:32:00.761636+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-07-14T14:47:58.592181Z
A source-named dated measurement, never combined with another source.
Source: arxiv_reference, observed 2026-05-09T05:50:28.329531Z
0 of 0 outbound references displayed
External citation measurements
No source-named external measurement is stored.
No outbound reference observations are available for this paper version.
Observation 3706f2af-cbd4-4eee-adc1-8f1ae95ea530 · inbound
Toward Fair Speech Technologies: A Comprehensive Survey of Bias and Fairness in Speech AI SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis
Reference 181
Source-reported events for the cited work
No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.
Observation 6140bbc3-9585-4538-907e-f5f13063a11b · inbound
What You Train Is What You Get: Gender Bias, Training Composition, and Post-Hoc Mitigation in Audio Deepfake Detection SCDF: A Speaker Characteristics DeepFake Speech Dataset for Bias Analysis
Reference 30
Source-reported events for the cited work
Unavailable: canonical work link unavailable.