Typed states for the displayed outbound observations.
Source: paper_references, paper_reference_links, observed 2026-08-07T04:25:33.955697Z
Paper Citation Record · LEDGER
Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes
As of 9 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.
Coverage vector
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 2026-08-07T04:25:31.683081Z
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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.
Observation 327ce5a7-c201-4cb0-9496-c731e47d60c8 · outbound
This paper cites [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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.
Observation 675d5b04-b90e-4d23-996f-21061caed842 · outbound
This paper cites [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 2026-08-09T06:31:02.800959+00:00.
Observation 534874d0-953b-4c8e-88b9-0aba649bbc8f · outbound
This paper cites [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 2026-08-09T06:31:02.800959+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].
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 2026-08-09T06:31:02.800959+00:00.
Observation ba908b3c-93ca-4c91-8db0-fcf8bf2df3ab · outbound
This paper cites [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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+00:00.
Observation 4291c5ff-fcc5-403d-9d90-859d3266927e · outbound
This paper cites [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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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 2026-08-09T06:31:02.800959+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].
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 2026-08-09T06:31:02.800959+00:00.
Pith citing papers
Observation 19f37230-2e7c-4b2d-9501-5e44e4553c9d · 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 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 7fe2ea60-7d33-4e04-b7c3-bff7316d9dae · 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 Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes
Reference 8
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T22:36:52.750273Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation aeae136c-be11-4c48-b2fa-9ceecc7f8af3 · inbound
On Temporal Guidance and Iterative Refinement in Audio Source Separation cites this paper.
On Temporal Guidance and Iterative Refinement in Audio Source Separation Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes
Reference 1
- Resolution
- unresolved
- no resolver link, observed 2026-08-06T14:54:57.646321Z
Source-reported events for the cited work
Unavailable: canonical work link unavailable.
Observation ea01d0d6-0fc7-4db7-a10a-ea923d19f93b · inbound
A Multi-Stage Separation-and-Classification Framework Guided by Complementary Acoustic-to-Semantic Clues cites this paper.
A Multi-Stage Separation-and-Classification Framework Guided by Complementary Acoustic-to-Semantic Clues Description and Discussion on DCASE 2025 Challenge Task 4: Spatial Semantic Segmentation of Sound Scenes
Reference 7
- Resolution
- verified exact
- arxiv_id, observed 2026-07-04T18:40:02.569358Z
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.