{"as_of":"2026-08-09T13:09:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:94c88ff3ef89ee0aaddbfb7a0f4dc8e607dc8226f524ab30bf04a50d5f7e2b9d","coverage":[{"denominator":26,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":26,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T14:14:31.344676Z","state":"measured"},{"denominator":26,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":26,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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/2604.12733/citation-record","integrity":"/paper/2604.12733/integrity","json":"/paper/2604.12733/citation-record.json","paper":"/paper/2604.12733"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Fault sound simulations from normal sounds for data-driven prognosis based on human expert and vibration knowledge","venue":null,"work_id":"50054323-cd48-44d3-bd59-39034b52130f","year":2017},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:0c1c5ea1251f0b3e4e89ba7acee19ed076ffe218a1c38e9bb896126c8e1e504e","observation_id":"db2e29e3-08c4-4594-9696-61993708b0c6","resolution":{"observed_at":"2026-05-18T15:31:34.934616Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Attention Is All You Need","venue":null,"work_id":"20d584f4-3dc7-4757-ab31-3fbe33c819a3","year":2017},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:7f94e03bab216ec8ca8c2563d4267dc1437dfcfec914a8f40d3737b6d6699c36","observation_id":"36313ad8-f91b-4a0b-a73a-48d744b1340f","resolution":{"observed_at":"2026-05-18T15:31:34.939877Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2104.01778","last_updated":"2021-07-08T20:16:28Z","snapshot_observed_at":"2026-08-08T11:33:21.735489Z","submitted_at":"2021-04-05T05:26:29Z","title":"AST: Audio Spectrogram Transformer","version":3},"cited_work":{"arxiv_id":"2104.01778","doi":"10.48550/arxiv.2104.01778","metadata_source":"pith","pith_arxiv_id":"2104.01778","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Ast: Audio spectrogram transformer","venue":"cs.SD","work_id":"b697ee73-6e22-4cba-84d1-4a1dab594872","year":2021},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"cited_paper":"/paper/2104.01778","citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:344ea0211de527bbc9008294c20110590e28ea0d009a2bd361f39ee46b771238","observation_id":"577f6175-6b60-4cc5-8c72-478535f98a1e","resolution":{"observed_at":"2026-05-10T14:15:28.279930Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-07-13T18:20:56.483183+00:00","source":"crossref_status_cache"},{"observed_at":"2026-07-13T18:20:56.483183+00:00","source":"openalex_status_cache"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1909.09347","last_updated":"2019-09-20T07:17:34Z","snapshot_observed_at":"2026-08-09T04:53:41.674302Z","submitted_at":"2019-09-20T07:17:34Z","title":"MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection","version":1},"cited_work":{"arxiv_id":"1909.09347","doi":"10.48550/arxiv.1909.09347","metadata_source":"arxiv_reference","pith_arxiv_id":"1909.09347","snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"MIMII Dataset: Sound Dataset for Malfunctioning Industrial Machine Investigation and Inspection","venue":"arXiv (Cornell University)","work_id":"5fdb2e23-beea-43ca-8b97-a0251f133615","year":1909},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"cited_paper":"/paper/1909.09347","citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:800a27cd879d1e4e0fe363cd0d89870711eae660d0c09731fe916ef5d0caf073","observation_id":"8b2ddaad-f802-4999-9222-869644d2fc07","resolution":{"observed_at":"2026-05-10T14:15:28.276484Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Aggregated residual transformations for deep neural networks","venue":null,"work_id":"ab37d1a1-3f3e-4f44-b496-55fd5c79a695","year":2017},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:d9c0338eb64534c69aec947f883b15512fe734c3223ef6835e275c7cee2e9b91","observation_id":"7f75a689-24b4-4d92-83b0-2fe3d1f2c4a2","resolution":{"observed_at":"2026-05-18T15:31:34.943737Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Acoustic based condition monitoring of a diesel engine using self-organising map networks","venue":null,"work_id":"03c9b7b7-6636-496d-b0c6-c90f5397ef7f","year":2002},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:80c00693a85c608a1703a640ecd4149dffc417f503ec8544a33d9154037f139e","observation_id":"563eeafd-778c-47fc-a0e7-af07bfe67f7b","resolution":{"observed_at":"2026-05-18T15:31:34.947028Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Acoustic based fault diagnosis of three -phase induction motor","venue":null,"work_id":"ec38734f-7354-4890-9a59-fa1109a546cf","year":2018},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:3a4c33a3b27ab004e3f462276c2e67682f7356a71b9abfd308c0efa38a92d07c","observation_id":"7542bfe9-1cf7-43aa-bec8-c0cce5f8ee89","resolution":{"observed_at":"2026-05-18T15:31:34.950746Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Fault diagnosis of planetary gearbox based on acoustic signals","venue":null,"work_id":"f3946949-41c0-4ef6-a1bf-866c1fbee64a","year":2021},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:13410c523064693056d91ffd5ff674ae78157a4f6875d66daeac6152bfccbdaf","observation_id":"ec121086-df27-4a17-a0fa-8a575fd7095b","resolution":{"observed_at":"2026-05-18T15:31:34.903100Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"A novel anomaly detection method based on adaptive Mahalanobis -squared distance and one -class kNN rule for structural health monitoring under environmental effects","venue":null,"work_id":"3ddc1925-2a37-4881-a48c-3bd4ddaac071","year":2020},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:92104098fb978102cc9397334a91e9b10ece879af3c1a8eac5515071c7d005c7","observation_id":"8a3d2d27-f8c5-4476-8912-3d306b3b3ed8","resolution":{"observed_at":"2026-05-18T15:31:34.954206Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Statistical analysis of nearest neighbor methods for anomaly detection","venue":null,"work_id":"56041850-068b-4069-ab60-8e1ca982ba26","year":2019},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:f20f6ddf88ad13c6ecd42ce3847f711f55dece6891142b2d2e7581936ec241a4","observation_id":"c05ce072-9a70-411c-ab18-01ba8fe1d3ea","resolution":{"observed_at":"2026-05-18T15:31:34.990212Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Residual error based anomaly detection using auto- encoder in SMD machine sound","venue":null,"work_id":"7b2e288b-32a8-4094-a14f-5fceac3c38fd","year":2018},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:f12fd9aae8a7cdf352a459a10cbbd5cf1a45a63beaefe91fd5bbead899f92959","observation_id":"5b26ee22-f151-449c-b3ef-4d214f970465","resolution":{"observed_at":"2026-05-18T15:31:34.986202Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"f7eee666-0d7e-426f-94e3-fc32f25ad62d","year":null},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:71d166e93e46f5e15d5b8b42e32a8ccbe90818bdc8c774e5c3d5ce4fe71c7efb","observation_id":"7c05fead-7b00-489c-a128-1b785f651575","resolution":{"observed_at":"2026-05-18T15:31:34.964844Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"55356e39-e2b3-4242-95bb-2cdacd567383","year":null},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:9ffbbce4aff83b777ba3e39c86fbbc7733e869f70a7e5092ac6fb5371276c457","observation_id":"92e81fca-0143-4d5a-89d6-dc1a8023e956","resolution":{"observed_at":"2026-05-18T15:31:34.979266Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"9456.2020","doi":"10.1109/siu49456.2020.9302343","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Domain Adaptation Approaches for Acoustic Modeling","venue":null,"work_id":"e8590cc1-6b5e-4f78-8e56-e7922c972da9","year":2020},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:c5d24898b5350e3a898fa09a16be267541ce17cba30341a1ed0dc024eb2155a9","observation_id":"84bb2ded-dd37-43cc-8167-411e0fe9f3b9","resolution":{"observed_at":"2026-05-10T14:15:28.291053Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"badge/6309729","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"librosa: Audio and music signal analysis in python","venue":null,"work_id":"1cd25a59-c843-46ef-9497-93cc0d54569a","year":2015},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:b5e25ab91c14cf7180ada54a35be49fbccda3cf00871fbe69e3bbadb815fb280","observation_id":"3aee174e-60e7-4976-bd8c-da7db6dd4eea","resolution":{"observed_at":"2026-05-10T14:15:29.152245Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Visualizing High-Dimensional Data Using t -SNE","venue":null,"work_id":"b3942bfb-3e17-4cf8-832a-1a52d763d1ca","year":2008},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:902a85558c3021fb50d3ea0b41b9e9cfb9d6e75cefcecc3323f3e469f327c2c5","observation_id":"2ecdbac6-e205-4a0c-86a0-5e8d7ed0c9fb","resolution":{"observed_at":"2026-05-18T15:31:34.961598Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Deep Learning","venue":null,"work_id":"d598b909-5ec2-4b46-aeb8-5091461ec797","year":2016},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:13a02440cf1bf8f2565c88d00a49f42ee8a68bd06a8119a13015d872fdd10af7","observation_id":"2969c853-b4e0-4f7c-abd8-b0261a968512","resolution":{"observed_at":"2026-05-18T15:31:34.982423Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"A survey of transformer applications for histopathological image analysis: new developments and future directions","venue":null,"work_id":"53e49166-2a13-462e-8b74-568766418ad3","year":null},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:1693ede94f336ad3d9d9554d25cb536f571091909bfa55e0e5499c3468a00933","observation_id":"0a6e217d-0c3c-4222-8af3-068e59ab50c5","resolution":{"observed_at":"2026-05-18T15:31:34.957791Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"fcc1b263-a9f6-49a5-b7e1-b68c557a3414","year":2019},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:3b40b1a0a12c73196771454a84bacd7e5c57c193b040c47dfadf404cf9fed2c4","observation_id":"f9155e5c-9b6e-4e24-bc69-95e9e0925341","resolution":{"observed_at":"2026-05-18T15:31:34.975725Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Grad-CAM: Visual Explanations From Deep Networks via Gradient -Based Localization","venue":null,"work_id":"90e4fd73-f506-4404-99c5-71f69a3ffbbf","year":2017},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:8f502611ceb6a10a7e949a0f7330b56a59394cc3ad2caa569bc734623c8f8a8b","observation_id":"b6bad72e-a15a-4af8-a103-9bec6e0f0e9d","resolution":{"observed_at":"2026-05-18T15:31:34.968218Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Predictive maintenance and intelligent sensors in smart factory: Review","venue":null,"work_id":"0be6a163-e5a1-4e15-b1fc-310a3979bef0","year":2021},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:a11a6929a0f847590fd5aa322fd856d0ba2562617601f2e046984b18cd9352ee","observation_id":"46b0c7c3-b5c0-465c-a1f1-9b0fea54c781","resolution":{"observed_at":"2026-05-18T15:31:34.972011Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-06-05T21:23:00.469572Z","title":"Kuncheva & C","venue":null,"work_id":"4008395b-162b-455f-b065-08a702d01c08","year":2003},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:2a9a35e54530a135ef4f34014b9c650e2efda1da25093f9558e36965e025a1b5","observation_id":"5f76dff0-5078-4a5e-bf5a-91b816d12d59","resolution":{"observed_at":"2026-05-18T15:31:34.993333Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1109/mdm.2016.86","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"A Framework for Chainsaw Detection Using One-Class Kernel and Wireless Acoustic Sensor Networks into the Amazon Rainforest","venue":null,"work_id":"8275d226-500c-49c4-b706-89ecc2abbad0","year":2016},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:e317cc2170e4623c2a1dc5f828e0e63cf4fde06a7d53f8dacae1338b44dd2a9f","observation_id":"be0b084c-36ec-4f29-938a-655a5d1cfe39","resolution":{"observed_at":"2026-05-10T14:15:28.282780Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.3390/s23135792","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Ibrahim, Saleh A","venue":"Sensors","work_id":"fba8a2f7-853e-4adb-b7ce-48c99827e74b","year":null},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:a46ec2cd1bfb3609f7894747b5b97468b8f6130526dfb80d1f1a9c4cace4853f","observation_id":"7d65996c-6b86-4bcd-be1d-d5af85a216cd","resolution":{"observed_at":"2026-05-10T14:15:28.272564Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"2022.318311","doi":"10.1109/access.2022.3183116","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"An Embedded System for Acoustic Data Processing and AI -Based Real -Time Classification for Road Surface Analysis","venue":"IEEE Access","work_id":"8f58e9f1-c81a-4826-b2b7-bd0743ce5ef2","year":2022},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:be74c89533775e7c451f0089223d66cd6e483db48469b4ec9617da6c47ad99ca","observation_id":"445624c5-0c2a-4561-991b-0f88411f3a42","resolution":{"observed_at":"2026-05-10T14:15:28.287056Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"0787.2023","doi":"10.1109/embc40787.2023","metadata_source":"arxiv_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-05T02:28:24.338817Z","title":"Identification of Sleep Patterns via Clustering of Hypnodensities","venue":null,"work_id":"203d418f-178b-4ebe-8bdf-a777bb7f5406","year":2023},"citing_paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-10T14:14:31.344676Z"},"links":{"citing_paper":"/paper/2604.12733"},"observation_digest":"sha256:79a2ce3a879e9b75f1d4f184da59b3bd4a8814aa4cbe854d62b8ca666883e3db","observation_id":"f57b3826-1a24-4a40-948d-566dfdc7dc0a","resolution":{"observed_at":"2026-05-10T14:15:28.295531Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.12733","last_updated":"2026-04-14T13:47:41Z","latest_version":1,"primary_category":"cs.SD","snapshot_observed_at":"2026-07-06T23:00:51.385974Z","submitted_at":"2026-04-14T13:47:41Z","title":"Transformer Based Machine Fault Detection From Audio Input"},"reference_resolution":{"displayed":26,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":8,"verified_fuzzy":15},"total_outbound_references":26},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 9 August 2026, this Paper Citation Record lists 26 of 26 outbound references and 0 inbound Pith citation observations for arXiv:2604.12733."}