{"as_of":"2026-08-08T02:14:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:e1cb1eaf3a9c2cf3af31cf78ea3bcad83e06ba3e95f6b09d723748cbf2e19eb7","coverage":[{"denominator":12,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":12,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T13:49:33.418094Z","state":"measured"},{"denominator":12,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":12,"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/2505.21173/citation-record","integrity":"/paper/2505.21173/integrity","json":"/paper/2505.21173/citation-record.json","paper":"/paper/2505.21173"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:49:35.821504Z","title":"Topological estimation using witness complexes","venue":null,"work_id":"24dc6dd5-9df0-4833-8cdb-fad77b9cd547","year":2004},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.459068Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:aae745cd45a79a4e0bdd2ffcb1429e9a6a827ac80f46af1953038498107311a0","observation_id":"19e3a4af-0ef3-497e-a89e-e4e55138cc02","resolution":{"observed_at":"2026-08-07T13:49:35.922461Z","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":"2026-08-07T13:49:35.524042Z","title":"On the local behavior of spaces of natural images","venue":null,"work_id":"491a647c-c73a-4f58-aee3-19b28c916c4f","year":2008},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.512860Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:256dfe5b8c39cd7eaeeaef02e7fdb4827983a24d4b760d409f03e22250eca447","observation_id":"2ba91ca3-0999-43af-9c4f-4900ec06a1c0","resolution":{"observed_at":"2026-08-07T13:49:35.682228Z","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":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T13:49:32.578392Z","title":"Topology and data","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.578392Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:d7a4960b8b3e3f10f9504e9c5f6df2b59e0004faf057c6f22a3bb4584e35fc92","observation_id":"ca15ecdd-c05c-4396-bcf7-82d54d2c6e54","resolution":{"observed_at":"2026-08-07T13:49:32.578392Z","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":"2026-08-07T13:49:35.201509Z","title":"Topological approaches to deep learning","venue":null,"work_id":"70b67510-6292-4c07-9dd6-4a0ea4f0bf34","year":2020},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.636106Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:65c98a3bb300f4c50168e7bca25d825a68fbf2f0b8d1b15593490688b7695d6a","observation_id":"dcd3ee89-9379-4d12-9c9f-d26b13896359","resolution":{"observed_at":"2026-08-07T13:49:35.374577Z","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":"2026-08-07T13:49:34.966852Z","title":"Topological convolutional layers for deep learning","venue":null,"work_id":"e8dd1797-3020-4373-b3f1-ac3b19f75d99","year":2023},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.708148Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:8b1a269ec5919e438992c8cf29406afe0c6e488f87c04cbf1eadf0ee418b5bcd","observation_id":"97b70e5e-2e03-4dd8-aae4-204ef13e4adf","resolution":{"observed_at":"2026-08-07T13:49:35.095846Z","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":"2026-08-07T13:49:34.744699Z","title":"Discrete-time signal processing","venue":null,"work_id":"47658d4f-3386-4ff3-912a-7e4d1523cce6","year":1999},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.796688Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:20257d6f2fb96ab643831b77ac750027fca2fac11e02ef35c9aed7419eb27cd5","observation_id":"3f6eb97e-9294-4360-81e5-70cd4db5d2a2","resolution":{"observed_at":"2026-08-07T13:49:34.861038Z","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":"2026-08-07T13:49:34.504485Z","title":"The nonlinear statistics of high-contrast patches in natural images","venue":null,"work_id":"ba89d564-435b-46ef-a536-ed732f8af579","year":2003},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:32.903479Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:801bd1665f9becc27f8ef7eaf5347a55fe76598b99c69ab23fbb69fe85b947d2","observation_id":"f5a7637a-0721-4f07-8d52-8ebded399974","resolution":{"observed_at":"2026-08-07T13:49:34.642431Z","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":"2026-08-07T13:49:34.223163Z","title":"Bradlow, A","venue":null,"work_id":"5f90ad81-77f2-4492-a783-05574700ec1b","year":null},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:33.024520Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:feb04ce2e17f9a01cac4eb84d7c48b78458ad69a0918b7fe60e74f2f0967fa1e","observation_id":"27c90747-8ccc-4d4c-b8ac-04b5ee0fb07a","resolution":{"observed_at":"2026-08-07T13:49:34.357330Z","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":"2026-08-07T13:49:33.998501Z","title":"Speech database development at mit: Timit and beyond","venue":null,"work_id":"e23d4a26-5081-4a27-b3ec-355a48456d2a","year":1990},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:33.111257Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:5d243f37510ff51c3b3b0d53dc16738d39c7f12232cb52f1dfbcafce0a4c5525","observation_id":"92cd7d9a-d9fc-45de-a688-2777bb40b3c5","resolution":{"observed_at":"2026-08-07T13:49:34.089305Z","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":"2026-08-07T13:49:33.749337Z","title":"The lj speech dataset","venue":null,"work_id":"089c679e-4da5-4db3-9795-702d99d68e5f","year":2017},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:33.205324Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:8ef515675f4f264752f1d3426a6e06748fc01c47110dafb2786d07fef97370cb","observation_id":"ce4275c2-7103-4a02-ae86-65f2396e69ac","resolution":{"observed_at":"2026-08-07T13:49:33.863871Z","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":"1804.03209","last_updated":"2018-04-09T19:58:17Z","snapshot_observed_at":"2026-07-06T06:32:32.083176Z","submitted_at":"2018-04-09T19:58:17Z","title":"Speech Commands: A Dataset for Limited-Vocabulary Speech Recognition","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1804.03209","snapshot_observed_at":"2026-08-07T13:49:33.292626Z","title":"Speech commands: A dataset for limited-vocabulary speech recognition","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:33.292626Z"},"links":{"cited_paper":"/paper/1804.03209","citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:a216611bcd8f3e064746a9d43512caddc9aaff215308e9fac5db9c917aee57e7","observation_id":"fb1b2a99-0009-4301-9d14-64661eb2a771","resolution":{"observed_at":"2026-08-07T13:49:33.292626Z","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":"2026-08-07T13:49:33.555010Z","title":"Learning multiple layers of features from tiny images","venue":null,"work_id":"3b79fee4-bcea-4fcc-9cce-09effe3f7086","year":2009},"citing_paper":{"arxiv_id":"2505.21173","last_updated":"2025-05-27T13:26:05Z","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T13:49:33.418094Z"},"links":{"citing_paper":"/paper/2505.21173"},"observation_digest":"sha256:5638c12fe11d90dcbd3a41ab98422f67f5228992fdadfb3abaa8a087ea3b65da","observation_id":"6ef73c83-cfd2-474d-bdd5-87fdf3076f11","resolution":{"observed_at":"2026-08-07T13:49:33.612996Z","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":"2505.21173","last_updated":"2025-05-27T13:26:05Z","latest_version":1,"primary_category":"cs.LG","snapshot_observed_at":"2026-08-07T13:30:52.670195Z","submitted_at":"2025-05-27T13:26:05Z","title":"Topological Deep Learning for Speech Data"},"reference_resolution":{"displayed":12,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":2,"verified_exact":0,"verified_fuzzy":10},"total_outbound_references":12},"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 8 August 2026, this Paper Citation Record lists 12 of 12 outbound references and 0 inbound Pith citation observations for arXiv:2505.21173."}