Paper Citation Record · LEDGER

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

As of 20 August 2026, this Paper Citation Record lists 24 of 24 outbound references and 4 inbound Pith citation observations for arXiv:2506.10676.

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

pith.paper-citation-record.v1
2506.10676 v1

Coverage vector

measured 24 of 24 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:33.955697Z

measured 28 of 28 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-19T06:32:44.657259+00:00

measured 4 of 4 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:31.683081Z

measured 0 of 1 external citation measurements

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

Source: arxiv_reference, observed 2026-07-04T18:40:02.567787Z

Reference resolution

24 of 24 outbound references displayed

verified exact2
verified fuzzy16
unresolved6
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 991448a1-3b9d-4e09-9140-6797345196fc · outbound

This paper cites This task requires systems to detect and extract sound events from multi-channel spatial input signals.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes This task requires systems to detect and extract sound events from multi-channel spatial input signals

Reference 1

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:37.273822Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation c2162919-5406-4f24-b355-309fd3413bff · outbound

This paper cites This section introduces the notation and task settings for the S5 task.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes This section introduces the notation and task settings for the S5 task

Reference 2

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:37.148527Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 19f37230-2e7c-4b2d-9501-5e44e4553c9d · outbound

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

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

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-07T04:25:31.683081Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8f2eac2b-54fc-4389-ab6b-c5bd84dd5deb · outbound

This paper cites an unresolved cited work.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Unresolved cited work

Reference 4

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:25:37.019868Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a2304375-8b0d-40ec-8023-41667f62fa9a · outbound

This paper cites an unresolved cited work.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Unresolved cited work

Reference 5

Resolution: unresolved; raw_fallback, observed 2026-08-07T04:25:36.907911Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 2bda934e-ad6b-473c-a893-519c18a16127 · outbound

This paper cites This work was partially supported by the Agence Nationale de la Recherche (Project Confluence, grant number ANR-23-EDIA- 0003).

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes This work was partially supported by the Agence Nationale de la Recherche (Project Confluence, grant number ANR-23-EDIA- 0003)

Reference 6

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:36.762327Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 327ce5a7-c201-4cb0-9496-c731e47d60c8 · outbound

This paper cites [Online].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [Online]

Reference 7

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:36.602551Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 50857025-051a-4c84-a28a-3148d05f9f9a · outbound

This paper cites Sound event detection in domestic environments with weakly labeled data and soundscape synthesis,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Sound event detection in domestic environments with weakly labeled data and soundscape synthesis,

Reference 8

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:36.433480Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 675d5b04-b90e-4d23-996f-21061caed842 · outbound

This paper cites [Online].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [Online]

Reference 9

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:36.270941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 534874d0-953b-4c8e-88b9-0aba649bbc8f · outbound

This paper cites [Online].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [Online]

Reference 10

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:36.053197Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 6218a406-e817-4f09-a924-64dbc80d5272 · outbound

This paper cites Baseline Systems and Evaluation Metrics for Spatial Semantic Segmentation of Sound Scenes.

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.

Observation cec1617f-45a2-44ab-8064-c70618b4c0f4 · outbound

This paper cites [Online].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [Online]

Reference 12

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:25:34.410485Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ba908b3c-93ca-4c91-8db0-fcf8bf2df3ab · outbound

This paper cites [Online].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [Online]

Reference 13

Resolution: verified exact; raw_fallback, observed 2026-08-07T04:25:34.210191Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation fc9fccda-afac-43bc-a1b4-cae2b181d265 · outbound

This paper cites FSD50K: an open dataset of human-labeled sound events,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes FSD50K: an open dataset of human-labeled sound events,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-07T04:25:32.902868Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 36bc7abc-9398-4868-aa3e-b7e1a1f90e43 · outbound

This paper cites Semantic hearing: Programming acoustic scenes with binau- ral hearables,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Semantic hearing: Programming acoustic scenes with binau- ral hearables,

Reference 15

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:35.861195Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation a48bc66e-a04a-43ba-ad09-e07dd0633495 · outbound

This paper cites Echo-aware adaptation of sound event localization and detection in unknown environ- ments,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Echo-aware adaptation of sound event localization and detection in unknown environ- ments,

Reference 16

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:35.674253Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4291c5ff-fcc5-403d-9d90-859d3266927e · outbound

This paper cites [Online].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [Online]

Reference 17

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:35.523839Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation bdbada66-dd80-4b43-b85a-589672851674 · outbound

This paper cites Spatial scaper: a library to simulate and augment soundscapes for sound event localization and detection in re- alistic rooms,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Spatial scaper: a library to simulate and augment soundscapes for sound event localization and detection in re- alistic rooms,

Reference 18

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:35.343777Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation ccc12629-7456-434d-8a84-b0db5d81caec · outbound

This paper cites Ears: An anechoic full- band speech dataset benchmarked for speech enhancement and dereverberation,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Ears: An anechoic full- band speech dataset benchmarked for speech enhancement and dereverberation,

Reference 19

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:35.192893Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 42b9de6f-6d19-4348-aee3-8232d44de973 · outbound

This paper cites Percep- tual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Percep- tual evaluation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,

Reference 20

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:35.063203Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 159b5984-8c4b-4e7f-8ebf-9444b1650a30 · outbound

This paper cites A short-time objective intelligibility measure for time-frequency weighted noisy speech,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes A short-time objective intelligibility measure for time-frequency weighted noisy speech,

Reference 21

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:34.899484Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 4910f7f5-fd48-46ea-baf2-6616b5d36190 · outbound

This paper cites Masked modeling duo: Towards a universal audio pre-training framework,.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Masked modeling duo: Towards a universal audio pre-training framework,

Reference 22

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:34.714126Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Observation 5b092e7f-60cf-4d23-bf5e-3e43970c9fba · outbound

This paper cites Universal Source Separation with Weakly Labelled Data.

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes Universal Source Separation with Weakly Labelled Data

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-07T04:25:33.875757Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ad3ca457-f7f5-4834-917a-caffac1323a3 · outbound

This paper cites [On- line].

Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes [On- line]

Reference 24

Resolution: verified fuzzy; raw_fallback, observed 2026-08-07T04:25:34.569929Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-19T06:32:44.657259+00:00.

Pith citing papers

Observation 19f37230-2e7c-4b2d-9501-5e44e4553c9d · inbound