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Paper Citation Record · LEDGER

Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes

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.

pith.paper-citation-record.v1
2503.22088 v2

Coverage vector

measured 0 of 0 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links

measured 3 of 3 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 3 of 3 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:32.588473Z

measured 0 of 1 external citation measurements

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

Source: pith, observed 2026-08-06T14:54:57.750744Z

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 6218a406-e817-4f09-a924-64dbc80d5272 · inbound

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-07T04:25:32.588473Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-07T04:25:32.588473Z digest=sha256:0f1999868d62461a3bc8e72889b7b70d80cc2eacda15ebd142ad48ca4c860957

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 cites this paper.

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

Resolution
unresolved
no resolver link, observed 2026-08-06T22:36:52.846269Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

source=pdf_text observed=2026-08-06T22:36:52.846269Z digest=sha256:5cafb1652453ed0d0e4875880a6f649a935fa3a929ea1312da7e97228e386ed7

Observation 2bcc9a40-804e-4fc0-aa55-6c7995bc76fd · inbound

On Temporal Guidance and Iterative Refinement in Audio Source Separation cites this paper.

On Temporal Guidance and Iterative Refinement in Audio Source Separation Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes

Reference 2

Resolution
verified exact
local_arxiv, observed 2026-08-06T14:54:57.755997Z

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.

source=pdf_text observed=2026-08-06T14:54:57.650288Z digest=sha256:d19d19d3c19f053e5934b86d246add5d7ab943167b917fd9cdd19402b833beb2