{"as_of":"2026-08-07T18:05:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:a1e931b6ae02924b2f712ea55060273e11c2e8bb3fa2e63f97062ad447307584","coverage":[{"denominator":29,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":29,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-06T17:55:21.725322Z","state":"measured"},{"denominator":29,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":29,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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/2507.09606/citation-record","integrity":"/paper/2507.09606/integrity","json":"/paper/2507.09606/citation-record.json","paper":"/paper/2507.09606"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:26.828162Z","title":"Sound event detection: A tutorial,","venue":null,"work_id":"b83ff990-3f9b-405b-bb00-ac51b74d19df","year":2021},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:19.565606Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:31ce8133f81d64b2808250897bdf12a632696a2c7c7c2208427c2ee144ab21c3","observation_id":"67dd13a4-a6dd-4c71-8454-1d34e6e31418","resolution":{"observed_at":"2026-08-06T17:55:26.833599Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:26.811317Z","title":"A unified loss function to tackle inter-class and intra-class data imbal- ance in sound event detection,","venue":null,"work_id":"66fc805f-3b22-48ad-a71b-a49e39df9e75","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:19.639963Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:eb573a06a3a6ef99ef92107cd10b657e71da71a9713526c6fb0fd14a1cf5071f","observation_id":"b6832314-303e-4cfa-8611-8b2013a4a751","resolution":{"observed_at":"2026-08-06T17:55:26.817048Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:26.740577Z","title":"Unsupervised anomalous sound detection for industrial monitoring based on arcface classifier and gaussian mixture model,","venue":null,"work_id":"d8b343be-5650-482b-b91a-fec4c657724a","year":2023},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:19.723461Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:3433fb416db41afe621fff7b402f6955f7e56ee11bebb86bf43470e7ac2c60a0","observation_id":"78032676-3caa-4e15-b823-40f3c1daded6","resolution":{"observed_at":"2026-08-06T17:55:26.799895Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:26.425734Z","title":"Heart sound abnor- mality detection from multi-institutional collaboration: Introducing a federated learning framework,","venue":null,"work_id":"dc0427e6-3775-4d74-81fe-27d17dd5933e","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:19.796047Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:9cba689f61ed9ec07827c4d977ee4f21d432f52bfcb819f5a7a67d2b816854ba","observation_id":"a57a451f-fd2a-4f16-8e0b-500587c6f754","resolution":{"observed_at":"2026-08-06T17:55:26.592719Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:26.177413Z","title":"Extracting urban sound information for residential areas in smart cities using an end-to-end iot system,","venue":null,"work_id":"d108f7fc-0535-4b85-be74-e703d8e68326","year":2021},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:19.879000Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:1727a886d865bfa8e4be7648c1dfdaab2d310d02a6bac2d9f6f4d126dec31a0d","observation_id":"d502b464-e119-4452-91be-7b1a8c01f739","resolution":{"observed_at":"2026-08-06T17:55:26.285815Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:25.963249Z","title":"A decade of dcase: Achievements, practices, evaluations and future challenges,","venue":null,"work_id":"973d35b7-e376-454e-a854-93b9516000c9","year":2025},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:19.967825Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:1e193b6727b0e5bd0f70329397b08a6bc06c899b2b25005f35fc0188f3a22c30","observation_id":"9ec25ae0-794c-4902-9b5f-c885b04f2b6c","resolution":{"observed_at":"2026-08-06T17:55:26.073663Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:25.671416Z","title":"Ast-sed: An effective sound event detection method based on audio spectrogram transformer,","venue":null,"work_id":"df2e2787-4fad-4bbf-9562-db1b04b2918b","year":2023},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.043444Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:d3503093ac0f12a1a62c89fe8480a6fe2a93dbe90595d4833a84c6ada0acbd4c","observation_id":"b92012df-cafe-457f-ab64-86cd071e5503","resolution":{"observed_at":"2026-08-06T17:55:25.820736Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:25.414096Z","title":"Diffsed: Sound event detection with denoising diffusion,","venue":null,"work_id":"9f4599b3-0f34-4cf8-9a4d-64dbe809c12a","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.107414Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:f303705ebfa2bcb3cc7a1b5ff5eeb2f56a49a14d95b19f46e4743ead2b3de5e2","observation_id":"82ded8a5-5f7f-402d-8faa-2e982ab3a67d","resolution":{"observed_at":"2026-08-06T17:55:25.518769Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:25.150068Z","title":"Fine-tune the pretrained atst model for sound event detection,","venue":null,"work_id":"029fb648-bc91-465a-b914-720bb3617f90","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.172561Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:21b6eeefdf584e4c02d8e95b2f8856b47fc07aa19e9f0749d2b9243f037d8e28","observation_id":"8d71c81b-0013-43d3-95b5-4d92a3d258ef","resolution":{"observed_at":"2026-08-06T17:55:25.250167Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:24.750296Z","title":"Ucil: An unsupervised class incremental learning approach for sound event detection,","venue":null,"work_id":"87f45ade-e024-4af0-99ab-0fa1d3425829","year":2025},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.258077Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:4bc5be34cd337034effb87813a81029b46872d5afc40d926d8370bef2821bccf","observation_id":"c23a537e-eda8-46b5-89ae-018fdf691225","resolution":{"observed_at":"2026-08-06T17:55:24.922890Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:24.587459Z","title":"Full-frequency dynamic convolution: A physi- cal frequency-dependent convolution for sound event detection,","venue":null,"work_id":"504fc50f-ddeb-420d-89b8-181dc1ea7606","year":2025},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.371689Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:2357ba3e995a7f0f712f1b03eab25c2ba52392e5f98b4a716b59451d4a62d4b7","observation_id":"b49de281-1e74-426f-8de8-48115cd47783","resolution":{"observed_at":"2026-08-06T17:55:24.684660Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:24.267354Z","title":"Sound activity- aware based cross-task collaborative training for semi- supervised sound event detection,","venue":null,"work_id":"36b4c2d1-8397-470c-8656-417bbe4ef68c","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.428458Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:8b03381fd48e9319cf49e2e6d42647107007808606f9c89a7ae666c236ab491b","observation_id":"5e1cbdc0-cbe5-4555-a70b-8cc2685a8697","resolution":{"observed_at":"2026-08-06T17:55:24.422484Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:24.157175Z","title":"Exploring text-queried sound event detection with audio source separation,","venue":null,"work_id":"2cdadcc8-bd56-4c41-834f-5258406937fe","year":2025},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.528766Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:44d89ed8e1c8f6f6b588a2afe472938bb0f5c62418461978119d68a5e0d77361","observation_id":"8aad5979-8224-45d1-8953-6b2c2ac66823","resolution":{"observed_at":"2026-08-06T17:55:24.212793Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:24.022926Z","title":"Multi-scale convolutional recurrent neural network with ensemble method for weakly labeled sound event detection,","venue":null,"work_id":"d59a55b5-cbee-4010-8eab-faa1edd4b1ea","year":2019},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.631485Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:a6018de8c224c24f7585dba234ddd3463057b8d2a27a535b12dfa447adc5851e","observation_id":"b9cee838-abbf-4b9a-aa37-358c0d7d9ba6","resolution":{"observed_at":"2026-08-06T17:55:24.089062Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.883849Z","title":"A model ensemble approach for sound event localization and detection,","venue":null,"work_id":"d23935c6-a74b-46bc-8ebb-e03cbe93a2a3","year":2021},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.668416Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:df6cc80d6d4f6902b51fb4ed3c291bb12fde8e6789538d4eb6dc92a843edf0ae","observation_id":"25bf5862-4192-4115-9303-be41464725eb","resolution":{"observed_at":"2026-08-06T17:55:23.956576Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.729612Z","title":"A sound event detection based on hybrid convolution neural network and random forest,","venue":null,"work_id":"601bebc1-450e-4ace-9375-1c272efb6094","year":2022},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.736676Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:c223faf903a1fec82eab7e426260b1476cfa2d0ed3b75cf94f8e8cd112499c97","observation_id":"d50cbca3-d015-4895-baf8-48957314ca48","resolution":{"observed_at":"2026-08-06T17:55:23.782282Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.568468Z","title":"A large multi-modal ensemble for sound event detection,","venue":null,"work_id":"750fa439-ec5a-4311-811f-af3e467da562","year":2022},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.790189Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:0551bd9e45ae165e0787b9ac6edcefae3f14938a5f67d3f4b25cd8f8639231be","observation_id":"1080cbca-f688-4f05-b69b-806eba0ded82","resolution":{"observed_at":"2026-08-06T17:55:23.640563Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.392757Z","title":"An ensemble of convolutional neural networks for sound event detection,","venue":null,"work_id":"9879c8ec-aacd-49be-850b-1e57e337b673","year":2025},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.892279Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:574b335b794803ac00fd6188658b31d0c1e45ee432a522240c48d4d9626f6fd5","observation_id":"b6acdc2f-257b-4d95-936b-5c25f3bc5f86","resolution":{"observed_at":"2026-08-06T17:55:23.479696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.293239Z","title":"Open-environment machine learning,","venue":null,"work_id":"a87cc74d-5453-4a54-97d8-caccd6870b59","year":2022},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:20.992916Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:525d4b051d6bae422403e31f4629393b163ff0605a676f5c27f5d370c628abb7","observation_id":"526799c6-1abf-41e2-a4f2-c98dbc01028a","resolution":{"observed_at":"2026-08-06T17:55:23.327858Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.167957Z","title":"WildDESED: An LLM-powered dataset for wild domestic environment sound event detection system,","venue":null,"work_id":"44e7554e-bdbb-4b01-ba9e-52dd34415dcd","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.085867Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:3fd6f2a600974e201ae439c7d6efdcbc721228f938a0d9ffc5ff95eba619e2f0","observation_id":"190b2941-b4b3-4b91-a91f-4ea34b560904","resolution":{"observed_at":"2026-08-06T17:55:23.222875Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.03654","last_updated":"2025-08-26T04:32:04Z","snapshot_observed_at":"2026-07-06T18:41:23.047537Z","submitted_at":"2024-07-04T05:50:40Z","title":"DG-SED: Domain Generalization for Sound Event Detection with Heterogeneous Training Data","version":3},"cited_work":{"arxiv_id":"2407.03654","doi":null,"metadata_source":"pith","pith_arxiv_id":"2407.03654","snapshot_observed_at":"2026-08-06T17:55:21.871895Z","title":"DG-SED: Domain Generalization for Sound Event Detection with Heterogeneous Training Data","venue":"eess.AS","work_id":"7ab77c04-11e9-4dac-a017-100eede4bd86","year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.154615Z"},"links":{"cited_paper":"/paper/2407.03654","citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:5dce5c44fc033bc5b62e7413e57930868b42e07d48c69407398144cad4418336","observation_id":"c94b576f-137e-4592-9aec-3dc3cd1d26e1","resolution":{"observed_at":"2026-08-06T17:55:21.972951Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:23.061188Z","title":"A-crnn: A domain adaptation model for sound event detection,","venue":null,"work_id":"60e45292-6380-4a19-8ba5-f3049d006b1c","year":2020},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.251635Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:1d38c08a84b6618b4cf24fe119ab5b4d6c650354c89d306ee41152baf9639cf3","observation_id":"7daccf05-457d-4dee-944c-d978a02ca5a5","resolution":{"observed_at":"2026-08-06T17:55:23.101838Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:22.917954Z","title":"Robust audio deepfake detection using ensemble confidence calibration,","venue":null,"work_id":"dde678b8-7110-41a6-8d28-8b0b1b3ef2f1","year":2025},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.324765Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:f932056d57b415babb828bd411f79bc27de88626f5b4bca9419a69d006812295","observation_id":"ee280b07-7363-488f-9175-b697cbec2c7b","resolution":{"observed_at":"2026-08-06T17:55:22.973379Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:22.778626Z","title":"On calibration of modern neural networks,","venue":null,"work_id":"c260ddb6-6e8f-40fe-b2db-423097a15a5c","year":2017},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.397293Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:564f32fa2e834d8ff66546be095fd8119699e8c94fd9bbcc34ec961e023b49b9","observation_id":"b6759925-b250-4894-a2c0-4ca53cceb5a8","resolution":{"observed_at":"2026-08-06T17:55:22.837078Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:22.634573Z","title":"Energy-based open-world uncertainty modeling for confidence calibration,","venue":null,"work_id":"072e61a8-ccbb-4338-97f3-a582730f5852","year":2021},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.440300Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:aadc0516c47da67da2cd9620254930cb766bae8b1b6270cc122a331566af3c05","observation_id":"771adbf2-590b-465c-83f5-0dbb0c1e0c46","resolution":{"observed_at":"2026-08-06T17:55:22.707715Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2403.16271","last_updated":"2024-04-09T05:09:56Z","snapshot_observed_at":"2026-07-06T17:49:48.720293Z","submitted_at":"2024-03-24T19:32:39Z","title":"Object Detectors in the Open Environment: Challenges, Solutions, and Outlook","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2403.16271","snapshot_observed_at":"2026-08-06T17:55:21.496769Z","title":"Object detectors in the open environment: Challenges, solutions, and outlook,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.496769Z"},"links":{"cited_paper":"/paper/2403.16271","citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:2d3961e6cb85834b3f3409db963c017299e3eff2e3370b18f14069b24bef2ac5","observation_id":"84dae038-087f-4a2e-b92b-d1439e75f095","resolution":{"observed_at":"2026-08-06T17:55:21.496769Z","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":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:22.436565Z","title":"Tut database for acoustic scene classification and sound event de- tection,","venue":null,"work_id":"92f84208-f9ee-4bfa-9d09-b3fc9c959cd3","year":2016},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.558197Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:e0e4b6ac127b35dee8938ba5f1ad6f193e3f3f0468b483f8c3c059230dc35518","observation_id":"3e29d595-a5f4-409a-9c63-8815e05d288c","resolution":{"observed_at":"2026-08-06T17:55:22.521185Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:22.276188Z","title":"Dcase 2017 challenge setup: Tasks, datasets and baseline system,","venue":null,"work_id":"7e3f01eb-ec3b-43c0-9b96-7825b1b1bcd2","year":2017},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.661205Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:1694dce47dabbdfbab4e514f822f892b725ec443d034eed706a510a1bebbf440","observation_id":"171c6585-1951-44b5-8130-b228a71c99ca","resolution":{"observed_at":"2026-08-06T17:55:22.342483Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-06T17:55:22.049186Z","title":"Metrics for polyphonic sound event detection,","venue":null,"work_id":"dc8879fe-ad87-44b1-bc2c-dd05d95b5c5b","year":2016},"citing_paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-06T17:55:21.725322Z"},"links":{"citing_paper":"/paper/2507.09606"},"observation_digest":"sha256:19788662485c3a1c6303f93e0c08f9f5024d57718cda31deae60834246987365","observation_id":"c71b5feb-8ec5-43b2-ac64-f47f9efbee84","resolution":{"observed_at":"2026-08-06T17:55:22.180834Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2507.09606","last_updated":"2025-07-13T12:23:02Z","latest_version":1,"primary_category":"cs.SD","snapshot_observed_at":"2026-08-06T17:49:23.414944Z","submitted_at":"2025-07-13T12:23:02Z","title":"Ensemble Confidence Calibration for Sound Event Detection in Open-environment"},"reference_resolution":{"displayed":29,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":1,"verified_exact":1,"verified_fuzzy":27},"total_outbound_references":29},"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":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 29 of 29 outbound references and 0 inbound Pith citation observations for arXiv:2507.09606."}