Paper Citation Record · LEDGER

RealDESED: A Real-World Domestic Sound Event Detection Benchmark

As of 5 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.16736.

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

pith.paper-citation-record.v1
2607.16736 v1

Coverage vector

measured 25 of 25 reference resolution

Typed states for the displayed outbound observations.

Source: paper_references, paper_reference_links, observed 2026-08-01T20:08:42.210139Z

measured 25 of 25 standing notices

One-hop event checks from named stored sources.

Source: scholarly_work_events, retraction_status_cache, observed 2026-08-05T06:32:48.257954+00:00

measured 0 of 0 inbound itemization

Pith citing papers itemized under the disclosed page cap.

Source: paper_references, paper_reference_links

measured 0 of 1 external citation measurements

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

Source: cited_works

Reference resolution

25 of 25 outbound references displayed

verified exact0
verified fuzzy0
unresolved25
parse uncertain0
malformed identifier0
metadata mismatch0

External citation measurements

No source-named external measurement is stored.

Outbound references

Observation 20035a5e-7215-4108-b714-87343f1d4438 · outbound

This paper cites Audio analysis for surveillance applications,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Audio analysis for surveillance applications,

Reference 1

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:38.640762Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 2327bda0-971b-4dd7-bcc9-2e775b15c0b6 · outbound

This paper cites Monitoring activities of daily living in smart homes: Understanding human behavior,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Monitoring activities of daily living in smart homes: Understanding human behavior,

Reference 2

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:38.763167Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 7e7ea7f2-5e8c-476e-9e08-cf587eadb7c4 · outbound

This paper cites homesound: Real-time audio event detection based on high performance computing for behaviour and surveillance remote monitoring,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark homesound: Real-time audio event detection based on high performance computing for behaviour and surveillance remote monitoring,

Reference 3

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:38.910303Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22e6f3fe-b6cc-46af-8c7f-2c91c2e0bf12 · outbound

This paper cites A method for automatic fall detection of elderly people using floor vibrations and sound - proof of concept on human mimicking doll falls,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark A method for automatic fall detection of elderly people using floor vibrations and sound - proof of concept on human mimicking doll falls,

Reference 4

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.086410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation d90719d3-e65a-4c7a-baff-4280a4440b12 · outbound

This paper cites Audio set: An ontology and human-labeled dataset for audio events,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Audio set: An ontology and human-labeled dataset for audio events,

Reference 5

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.232161Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ac6c9cb7-beff-4a88-9b35-9ab694fe9a2c · outbound

This paper cites The benefit of temporally-strong labels in audio event classification,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark The benefit of temporally-strong labels in audio event classification,

Reference 6

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.355616Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a6d87d5a-6080-4555-9ac7-aab13b2ebb6a · outbound

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

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Sound event detection in domestic environments with weakly labeled data and soundscape synthesis,

Reference 7

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.466402Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b0264fe7-77eb-4f79-97b1-d73f196b75aa · outbound

This paper cites Sound event detection in synthetic domestic environments,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Sound event detection in synthetic domestic environments,

Reference 8

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.624693Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 22e2cc4f-4ab1-4346-bcbd-906a77a154a9 · outbound

This paper cites Scaper: A library for soundscape synthesis and augmentation,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Scaper: A library for soundscape synthesis and augmentation,

Reference 9

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.744032Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6e210986-3e75-4222-a45b-c0e03c92b1e3 · outbound

This paper cites Strong labeling of sound events using crowdsourced weak labels and annotator competence estimation,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Strong labeling of sound events using crowdsourced weak labels and annotator competence estimation,

Reference 10

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:39.911336Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f21da94c-ae6a-4cf6-9e93-62902a843839 · outbound

This paper cites Audio set classification with attention model: A probabilistic perspective,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Audio set classification with attention model: A probabilistic perspective,

Reference 11

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:40.078351Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 086778c3-8ea0-4964-8c68-baa4ac35f0c3 · outbound

This paper cites Large-scale weakly supervised audio classification using gated convolutional neural network,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Large-scale weakly supervised audio classification using gated convolutional neural network,

Reference 12

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:40.227258Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 9e9bb69c-298b-4e2e-a55d-9142b577a844 · outbound

This paper cites Multi- iteration multi-stage fine-tuning of transformers for sound event detection with heterogeneous datasets,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Multi- iteration multi-stage fine-tuning of transformers for sound event detection with heterogeneous datasets,

Reference 13

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:40.404051Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation bfa83bda-0ec5-48fc-ba17-a2299cc98ac2 · outbound

This paper cites Self training and ensembling frequency dependent networks with coarse prediction pooling and sound event bounding boxes,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Self training and ensembling frequency dependent networks with coarse prediction pooling and sound event bounding boxes,

Reference 14

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:40.615243Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 8cca101e-1441-41b5-9c4a-9d801b7e1d68 · outbound

This paper cites Dcase 2024 task 4: Sound event detection with heterogeneous data and missing labels,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Dcase 2024 task 4: Sound event detection with heterogeneous data and missing labels,

Reference 15

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:40.793668Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation dfc945f7-2793-481f-b59f-6f523a287eb8 · outbound

This paper cites Effective pre-training of audio transformers for sound event detection,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Effective pre-training of audio transformers for sound event detection,

Reference 16

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:40.969826Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a7c21d7e-4c32-4e45-89e5-364a73099888 · outbound

This paper cites MAT-SED: A masked audio transformer with masked-reconstruction based pre-training for sound event detection,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark MAT-SED: A masked audio transformer with masked-reconstruction based pre-training for sound event detection,

Reference 17

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.154563Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation c4ab38a5-aacd-4f70-b30a-1eb019022146 · outbound

This paper cites Prototype based masked audio model for self-supervised learning of sound event detection,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Prototype based masked audio model for self-supervised learning of sound event detection,

Reference 18

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.274555Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 43c4db00-0c48-4e27-a083-fdd0f17f6038 · outbound

This paper cites JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection

Reference 19

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.400516Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ef2b8b0d-c397-4451-b99d-bd1fc27d089e · outbound

This paper cites Self-supervised audio teacher-student transformer for both clip-level and frame-level tasks,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Self-supervised audio teacher-student transformer for both clip-level and frame-level tasks,

Reference 20

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.545263Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation e4110d96-0277-4f41-80ab-c49c24a4cf19 · outbound

This paper cites Label Studio: Data labeling software,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Label Studio: Data labeling software,

Reference 21

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.691410Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 82d987bb-bb20-44fb-8985-85f59418d0ee · outbound

This paper cites Decoupled weight decay regularization,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Decoupled weight decay regularization,

Reference 22

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.812962Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f63ae0f7-3940-43d0-b361-fb58e79cbb4c · outbound

This paper cites mixup: Beyond empirical risk minimization,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark mixup: Beyond empirical risk minimization,

Reference 23

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:41.961835Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 852bdd63-a6d8-4c19-b7cd-39c8146ff2f4 · outbound

This paper cites Threshold independent evaluation of sound event detection scores,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Threshold independent evaluation of sound event detection scores,

Reference 24

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:42.084696Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 14818118-e791-4ad1-8f39-6b3e830169eb · outbound

This paper cites Sound event bounding boxes,.

RealDESED: A Real-World Domestic Sound Event Detection Benchmark Sound event bounding boxes,

Reference 25

Resolution: unresolved; no resolver link, observed 2026-08-01T20:08:42.210139Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Pith citing papers

No inbound Pith citation observations are available.