{"as_of":"2026-08-05T12:31:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:335524d6fb6b00d00933a6b191beb1016efa05ffcf15caeb4d0261027d05ee94","coverage":[{"denominator":25,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":25,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-01T20:08:42.210139Z","state":"measured"},{"denominator":25,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":25,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-05T06:32:48.257954+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.16736/citation-record","integrity":"/paper/2607.16736/integrity","json":"/paper/2607.16736/citation-record.json","paper":"/paper/2607.16736"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:38.640762Z","title":"Audio analysis for surveillance applications,","venue":null,"work_id":null,"year":2005},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:38.640762Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:c2ccc0fc761b27376b8c46a5f84dfd44f275859b5ebd63948162861104ee069a","observation_id":"20035a5e-7215-4108-b714-87343f1d4438","resolution":{"observed_at":"2026-08-01T20:08:38.640762Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:38.763167Z","title":"Monitoring activities of daily living in smart homes: Understanding human behavior,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:38.763167Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:c6f0321f4fee0553935ea97265596a9a8b34c55c81d7021c606eb70453e63a37","observation_id":"2327bda0-971b-4dd7-bcc9-2e775b15c0b6","resolution":{"observed_at":"2026-08-01T20:08:38.763167Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:38.910303Z","title":"homesound: Real-time audio event detection based on high performance computing for behaviour and surveillance remote monitoring,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:38.910303Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:1b63e7194d9a11a1ba55276f1ec605effe02a0bdf18bfb049b12edbedb72446b","observation_id":"7e7ea7f2-5e8c-476e-9e08-cf587eadb7c4","resolution":{"observed_at":"2026-08-01T20:08:38.910303Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.086410Z","title":"A method for automatic fall detection of elderly people using floor vibrations and sound - proof of concept on human mimicking doll falls,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.086410Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:5381b50409af820f8bf68f1880dcea23a43895da94a8aff5301bba6d325b1571","observation_id":"22e6f3fe-b6cc-46af-8c7f-2c91c2e0bf12","resolution":{"observed_at":"2026-08-01T20:08:39.086410Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.232161Z","title":"Audio set: An ontology and human-labeled dataset for audio events,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.232161Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:93abf25dc2f53968e84b4c717e49e4a60c36b6a8cc893d901b2b4b94b372ece8","observation_id":"d90719d3-e65a-4c7a-baff-4280a4440b12","resolution":{"observed_at":"2026-08-01T20:08:39.232161Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.355616Z","title":"The benefit of temporally-strong labels in audio event classification,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.355616Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:c9853c33c94b8160e0c548fd2f23aaf528acccbdfbe0e70c1c96bcd867f840fc","observation_id":"ac6c9cb7-beff-4a88-9b35-9ab694fe9a2c","resolution":{"observed_at":"2026-08-01T20:08:39.355616Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.466402Z","title":"Sound event detection in domestic environments with weakly labeled data and soundscape synthesis,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.466402Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:25ffa6c981d34a7b27a81bcf6fe458a152df7d6fea65605fe55721b81828d8c0","observation_id":"a6d87d5a-6080-4555-9ac7-aab13b2ebb6a","resolution":{"observed_at":"2026-08-01T20:08:39.466402Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.624693Z","title":"Sound event detection in synthetic domestic environments,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.624693Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:49415231d8c7698f4ab1ae7650328a2b9f147c9e96ba1b09f5ab0690a768dfd1","observation_id":"b0264fe7-77eb-4f79-97b1-d73f196b75aa","resolution":{"observed_at":"2026-08-01T20:08:39.624693Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.744032Z","title":"Scaper: A library for soundscape synthesis and augmentation,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.744032Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:77da4b41f51ff2717c4a0d95f470749ae0836bb8c2ff81fba525b197c2f5c3eb","observation_id":"22e2cc4f-4ab1-4346-bcbd-906a77a154a9","resolution":{"observed_at":"2026-08-01T20:08:39.744032Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:39.911336Z","title":"Strong labeling of sound events using crowdsourced weak labels and annotator competence estimation,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:39.911336Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:d85f72113a3e57974af7a5b1cb266e0878c281de477ec042f3ffa1de4e671fe4","observation_id":"6e210986-3e75-4222-a45b-c0e03c92b1e3","resolution":{"observed_at":"2026-08-01T20:08:39.911336Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:40.078351Z","title":"Audio set classification with attention model: A probabilistic perspective,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:40.078351Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:9f5097f064a84de7af015642db532319e31ee5d4452d71eb08f7fd0989450a0f","observation_id":"f21da94c-ae6a-4cf6-9e93-62902a843839","resolution":{"observed_at":"2026-08-01T20:08:40.078351Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:40.227258Z","title":"Large-scale weakly supervised audio classification using gated convolutional neural network,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:40.227258Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:f51b02af76a60ed7eae557f9d666ef81f53430cf46372c60204e7fc5b8380df0","observation_id":"086778c3-8ea0-4964-8c68-baa4ac35f0c3","resolution":{"observed_at":"2026-08-01T20:08:40.227258Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:40.404051Z","title":"Multi- iteration multi-stage fine-tuning of transformers for sound event detection with heterogeneous datasets,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:40.404051Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:06ffd0915befae90e42b315fb22588b42ddd04ee79efff21da80740f4722f0c1","observation_id":"9e9bb69c-298b-4e2e-a55d-9142b577a844","resolution":{"observed_at":"2026-08-01T20:08:40.404051Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:40.615243Z","title":"Self training and ensembling frequency dependent networks with coarse prediction pooling and sound event bounding boxes,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:40.615243Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:34cbb73d4351e23dd22026c07d17f2274259ec30ea589beada3b17dd4f1f7511","observation_id":"bfa83bda-0ec5-48fc-ba17-a2299cc98ac2","resolution":{"observed_at":"2026-08-01T20:08:40.615243Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:40.793668Z","title":"Dcase 2024 task 4: Sound event detection with heterogeneous data and missing labels,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:40.793668Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:1d73328d54dd0727537bf6f8e73798f7d09241b2c5eb6a94e7a473bc1a12b969","observation_id":"8cca101e-1441-41b5-9c4a-9d801b7e1d68","resolution":{"observed_at":"2026-08-01T20:08:40.793668Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:40.969826Z","title":"Effective pre-training of audio transformers for sound event detection,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:40.969826Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:2998c25210a4d8b99ece8d2ac5be94e8141c56f6d67044a5825509fc73659b5d","observation_id":"dfc945f7-2793-481f-b59f-6f523a287eb8","resolution":{"observed_at":"2026-08-01T20:08:40.969826Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:41.154563Z","title":"MAT-SED: A masked audio transformer with masked-reconstruction based pre-training for sound event detection,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.154563Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:f403d1fbf51579e1ab80c858918d37c36dd19b5d99ea412ae047c1f9d32e5546","observation_id":"a7c21d7e-4c32-4e45-89e5-364a73099888","resolution":{"observed_at":"2026-08-01T20:08:41.154563Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:41.274555Z","title":"Prototype based masked audio model for self-supervised learning of sound event detection,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.274555Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:5afc9229faf8df4290ca1a023b4ad1c0e44de2f5309bc9d44995c91cf81587d3","observation_id":"c4ab38a5-aacd-4f70-b30a-1eb019022146","resolution":{"observed_at":"2026-08-01T20:08:41.274555Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2502.20857","last_updated":"2025-02-28T08:55:20Z","snapshot_observed_at":"2026-07-06T20:44:13.353359Z","submitted_at":"2025-02-28T08:55:20Z","title":"JiTTER: Jigsaw Temporal Transformer for Event Reconstruction for Self-Supervised Sound Event Detection","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2502.20857","snapshot_observed_at":"2026-08-01T20:08:41.400516Z","title":"Jitter: Jigsaw temporal transformer for event reconstruction for self-supervised sound event detection,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.400516Z"},"links":{"cited_paper":"/paper/2502.20857","citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:f1a70f6bfca9d0ee06ddaaadecd9abd3fcba2e800cbf5586ca40b8d9c54654ea","observation_id":"43c4db00-0c48-4e27-a083-fdd0f17f6038","resolution":{"observed_at":"2026-08-01T20:08:41.400516Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:41.545263Z","title":"Self-supervised audio teacher-student transformer for both clip-level and frame-level tasks,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.545263Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:77531b6dc9f78eb27fe9e450eaffc0f97e7f4294006461a333e19d78eca611b4","observation_id":"ef2b8b0d-c397-4451-b99d-bd1fc27d089e","resolution":{"observed_at":"2026-08-01T20:08:41.545263Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:41.691410Z","title":"Label Studio: Data labeling software,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.691410Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:bc1c529fae18eeac8fddedf0d22f0a9862ce1d70f9d0b6d00fa8be25e38138dd","observation_id":"e4110d96-0277-4f41-80ab-c49c24a4cf19","resolution":{"observed_at":"2026-08-01T20:08:41.691410Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:41.812962Z","title":"Decoupled weight decay regularization,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.812962Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:31f76f3cf939bfa5e4ddd7c1476aa61810c9eb1b1d656847d25ff58fd091f9fc","observation_id":"82d987bb-bb20-44fb-8985-85f59418d0ee","resolution":{"observed_at":"2026-08-01T20:08:41.812962Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:41.961835Z","title":"mixup: Beyond empirical risk minimization,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:41.961835Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:b5b0fab781b676d76026afc5f8fd91e7459a75d4498c3354670e1edf4e673348","observation_id":"f63ae0f7-3940-43d0-b361-fb58e79cbb4c","resolution":{"observed_at":"2026-08-01T20:08:41.961835Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:42.084696Z","title":"Threshold independent evaluation of sound event detection scores,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:42.084696Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:9cd190aa0dba92874c80a49dfc3ca74777229d4bb552146a7038e66b01bfe29a","observation_id":"852bdd63-a6d8-4c19-b7cd-39c8146ff2f4","resolution":{"observed_at":"2026-08-01T20:08:42.084696Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-01T20:08:42.210139Z","title":"Sound event bounding boxes,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-01T20:08:42.210139Z"},"links":{"citing_paper":"/paper/2607.16736"},"observation_digest":"sha256:6de55adf86f03d95c733a9a6735a80dde7a1dce95c39e1cfe01c5186715dda65","observation_id":"14818118-e791-4ad1-8f39-6b3e830169eb","resolution":{"observed_at":"2026-08-01T20:08:42.210139Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.16736","last_updated":"2026-07-18T09:50:21Z","latest_version":1,"primary_category":"eess.AS","snapshot_observed_at":"2026-08-01T20:08:38.251582Z","submitted_at":"2026-07-18T09:50:21Z","title":"RealDESED: A Real-World Domestic Sound Event Detection Benchmark"},"reference_resolution":{"displayed":25,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":25,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":25},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-05T06:32:48.257954+00:00","source":"crossref"},{"observed_at":"2026-08-05T06:32:44.755628+00:00","source":"retraction_watch"}],"thesis":"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."}