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 3 inbound Pith citation observations for arXiv:2503.22088.
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 2026-08-09T06:31:02.800959+00:00
Pith citing papers itemized under the disclosed page cap.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:32.588473Z
A source-named dated measurement, never combined with another source.
Source: pith, observed 2026-08-06T14:54:57.750744Z
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 6218a406-e817-4f09-a924-64dbc80d5272 · inbound
Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes
Reference 11
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 7020296b-b2a9-42cf-b4d9-ecbe937a319f · inbound
Performance improvement of spatial semantic segmentation with enriched audio features and agent-based error correction for DCASE 2025 Challenge Task 4 Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes
Reference 9
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation 2bcc9a40-804e-4fc0-aa55-6c7995bc76fd · inbound
On Temporal Guidance and Iterative Refinement in Audio Source Separation Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes
Reference 2
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.