{"as_of":"2026-08-23T07:32:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:1a6be4f3ca516aeb009084d0ee7d90af0518738ad0298d106258f023e85bc590","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":"2026-08-23T06:30:58.430688+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":"2026-08-11T19:06:49.522784Z","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":"sha256:05a97acdaea24a3ea6fb63edf80410104bd20d63d2008810725e90f1baf65c7b","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":"2026-08-11T19:06:49.522784Z","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":"sha256:104d319d1a7837cd73e621246074f9f2018a7b42eca76f28637ef39dcc5ae70e","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":"2026-08-11T19:06:49.522784Z","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":"sha256:923edf80510cacd091e21be1df59d6f1436297a41f3919c153bca96c63894afb","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":"2026-08-11T19:06:49.522784Z","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":"sha256:19186f881422cdcbd62cd330c87ad98ab124e8cfc6c9f86b26cb238f4af67f62","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":"2026-08-11T19:06:49.522784Z","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":"sha256:221b94688f86d0e8237a26a93404be539e93e4628d2142ac413f36d8b0e972e0","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":"2026-08-11T19:06:49.522784Z","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:ef634770f6d0e7de277c6bf92c768638c839fdb29188629e3f16c7a71344fb33","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":"2026-08-11T19:06:49.522784Z","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:f4e731b8ec742811eebf5b86466a670320557b2c943b659ecf2cdbe27a6cb168","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":"2026-08-11T19:06:49.522784Z","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":"sha256:6399cd63ccd1840f5cb6b296fa84937cb75c028f4d582e479c4e0c0a38d9381a","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":"2026-08-11T19:06:49.522784Z","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":"sha256:0a46fc2e4e52edf5af69013f5e7fbb873349555d00e370aa6b5a37bc266a40c7","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":"2026-08-11T19:06:49.522784Z","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":"sha256:723553463fdf31f2cb32095d081b94a4f67c23e4f93efcd33206e3e55a7412d8","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":"2026-08-11T19:06:49.522784Z","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":"sha256:00a4aee18ec63327a7275fc9c8b9bf4d80947e13da858a946060a948bdb8daa3","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":"2026-08-11T19:06:49.522784Z","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":"sha256:125072c0261f323a5ed02c81c95f5dc70da10d30a760744d5f01da9b7db37326","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":"2026-08-11T19:06:49.522784Z","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:f64cab90bd509523759890693a91365b222950be8337750a7a0bec8ecee63a07","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":"2026-08-11T19:06:49.522784Z","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":"sha256:8a0bfa5edd4b05d5458e4a08ec7d75b5c1e9076db8c1063dab481a7ed4ad2a14","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":"2026-08-11T19:06:49.522784Z","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":"sha256:7d2a1fde286fbadd67f6f9836694822389a2d67a458383e57fefdf1164ae2acd","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":"2026-08-11T19:06:49.522784Z","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":"sha256:291f74b75f5a3b22f62da2c573da01f0b0efe3e17f0d6ff7d32afc15ecf1b99e","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":"2026-08-11T19:06:49.522784Z","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":"sha256:3181821c4cb0340f4f15611371b7a3cfbdff706261ab74196860e8d63091dad3","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":"2026-08-11T19:06:49.522784Z","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":"sha256:53b1b1f293b5fffae4ed9d9f8251d928240246465b6a6b2ab0b2c0266692e4a3","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":"2026-08-19T06:26:18.551536Z","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":"2026-08-11T19:06:49.522784Z","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":"sha256:064e80ca01179a9b8b3d8e6f645bb84403090b9c30542b37392b7855c8a70b6f","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":"2026-08-11T19:06:49.522784Z","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":"sha256:7cfd8cc249b62a9baf2a3598ebf5e638b7f6b75268852ddf32e2d3d7fffa189b","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":"2026-08-11T19:06:49.522784Z","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":"sha256:42014b41541e7d3abbac9aa59f569b620b68b5f4be73570454ff8a7d2f4bfa8d","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":"2026-08-11T19:06:49.522784Z","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":"sha256:8d6802a8ba4c39e63e06d6c4763d8a4f43e366271cd242b5e5ae509cda509389","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":"2026-08-11T19:06:49.522784Z","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":"sha256:71e6cd77e3d139eefef5e0bf81adc4b305684660b0842884e7181a1e8828d73d","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":"2026-08-11T19:06:49.522784Z","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":"sha256:0e639c00627a678b666a8d373289c53b2403ee721fd393871be91925bb1b0a8e","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":"2026-08-11T19:06:49.522784Z","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:bcc6c3ef1760529810613a349100b91875d365b694a566f02b4b6e509b58a9ae","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":"2026-08-11T19:06:49.522784Z","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":"2026-08-23T06:30:58.430688+00:00","source":"crossref"},{"observed_at":"2026-08-23T06:30:53.778098+00:00","source":"retraction_watch"}],"thesis":"As of 23 August 2026, this Paper Citation Record lists 25 of 25 outbound references and 0 inbound Pith citation observations for arXiv:2607.16736."}