{"as_of":"2026-08-17T13:51:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:78d3f2fd75839a33b750acd9070581a6e75eb176032d695fdaf3edae938805f6","coverage":[{"denominator":40,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":40,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:17:54.067909Z","state":"measured"},{"denominator":41,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":41,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T14:17:51.214605Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-07T14:17:54.651515Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"cited_work":{"arxiv_id":"2505.19448","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.19448","snapshot_observed_at":"2026-08-07T14:17:54.651515Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","venue":"eess.AS","work_id":"0bddc8a4-1285-4918-9a35-7a24ea0f13f5","year":2025},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.214605Z"},"links":{"cited_paper":"/paper/2505.19448","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:6d73c26851eeae45cbed68846c15959e5c48b6263e4cffc499649d166e7a15de","observation_id":"14b4840c-6c02-4aea-af54-0b9b2ebd13fe","resolution":{"observed_at":"2026-08-07T14:17:54.694584Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2505.19448/citation-record","integrity":"/paper/2505.19448/integrity","json":"/paper/2505.19448/citation-record.json","paper":"/paper/2505.19448"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:58.015280Z","title":null,"venue":null,"work_id":"80bbec03-111d-43a9-8735-1e4d403eb7f0","year":null},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.162098Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:140aeb7b44beb0041286c8e97a5d0feacf0f03106452533dccae226d373f9a98","observation_id":"d3203e91-fe9b-4c3f-bc34-92be6e72a8bd","resolution":{"observed_at":"2026-08-07T14:17:58.219422Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"cited_work":{"arxiv_id":"2505.19448","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.19448","snapshot_observed_at":"2026-08-07T14:17:54.651515Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","venue":"eess.AS","work_id":"0bddc8a4-1285-4918-9a35-7a24ea0f13f5","year":2025},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.214605Z"},"links":{"cited_paper":"/paper/2505.19448","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:6d73c26851eeae45cbed68846c15959e5c48b6263e4cffc499649d166e7a15de","observation_id":"14b4840c-6c02-4aea-af54-0b9b2ebd13fe","resolution":{"observed_at":"2026-08-07T14:17:54.694584Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:57.697282Z","title":"Fine-tuning ASR models We selected 18 variants from Wav2Vec2 [14], HuBERT [15], WavLM [16], and Whisper [17] for fine-tuning, as these models provide varying WER","venue":null,"work_id":"be1bb063-8b6b-4016-b37b-face88b18697","year":null},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.295626Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:6c3900a948d01ee065f30551cc71169b27c9df072929a700bedda7f051e1d2df","observation_id":"c8e40f0d-3772-4d88-8233-a4737206138c","resolution":{"observed_at":"2026-08-07T14:17:57.864595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:57.342732Z","title":"Experimental setup For fine-tuning the ASR models, we employed the AdamW op- timizer with a learning rate of 1 × 10−5 and weight decay of 5 × 10−3","venue":null,"work_id":"9cc8ceaf-734b-4aaa-9903-677a4509bfdc","year":null},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.386090Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:4be8ca9d8003aa89a3bd2e0fad68399bdb34746361bfc0eb46de9740a477d0a8","observation_id":"45f95e5e-5d2f-4c12-ae2c-72d81bb33a24","resolution":{"observed_at":"2026-08-07T14:17:57.490830Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:57.017103Z","title":null,"venue":null,"work_id":"5f5b4979-9bf3-4862-843d-173ddacc6f9f","year":null},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.501528Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:fc1cab59158c02def59a2eb8b6fb865ae6df2730a26db647021b09e020cef89b","observation_id":"2fbf8599-0e49-4a9a-a3f3-7a85d859c721","resolution":{"observed_at":"2026-08-07T14:17:57.182486Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:56.778255Z","title":"S2023Z20004), by the National Social Science Foundation of China (Grant No","venue":null,"work_id":"7dea60f9-cb67-4a87-b6f1-66e39ed83587","year":null},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.581778Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:b4c64ffe7a784d0bfa36dde318d3e5a76cdba47f257a0961ec1963d3fd5b7b5d","observation_id":"116ee3d6-1614-4db9-b279-29cb7121b963","resolution":{"observed_at":"2026-08-07T14:17:56.866363Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:56.615750Z","title":"Advances in the early detection of alzheimer’s disease,","venue":null,"work_id":"d6d5d6be-8660-4b18-8fda-48f25185d99e","year":2004},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.673688Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:ac41c81ba7506eafda9f710656cd478c447e7de169476c0c6d42705975b51f17","observation_id":"231a2ef1-d7aa-4015-bc63-3ee9643b1b80","resolution":{"observed_at":"2026-08-07T14:17:56.689043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:51.749305Z","title":"De- tection of cognitive impairment and alzheimer’s disease using a speech- and language-based protocol,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.749305Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:c8b560cfe0249e31edf3d5ee6a1fe3bf4b5e35529db3fa978352ca2cdf627ecd","observation_id":"ba922741-b140-4258-ba3d-f0ec9e5e7401","resolution":{"observed_at":"2026-08-07T14:17:51.749305Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:51.855677Z","title":"Clever hans ef- fect found in automatic detection of alzheimer’s disease through speech,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.855677Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:7206a981fc58c32fba82949c15b40b1d81930d4c15d743d90001b9df3253cb5a","observation_id":"9bea358b-50bb-43b1-922e-1a22ebaf00c1","resolution":{"observed_at":"2026-08-07T14:17:51.855677Z","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":"2026-08-07T14:17:56.420697Z","title":"Macro-descriptors for alzheimer’s disease detection using large language models,","venue":null,"work_id":"3ab32e4f-5895-4cfd-985c-65b039af719a","year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:51.934101Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:7af91fc5cec32bbfd7f0521373aef90f7ba88dadf80105f9f3e7cb67e89bf59a","observation_id":"e78a333f-71b0-4048-b604-d21c8403ddc5","resolution":{"observed_at":"2026-08-07T14:17:56.507275Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:56.295706Z","title":"Using the outputs of different auto- matic speech recognition paradigms for acoustic-and BERT-based Alzheimer’s dementia detection through spontaneous speech","venue":null,"work_id":"bc3dd245-4f42-4c10-8047-df08bcbd5311","year":2021},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.039007Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:2b1c94dac51198da3758208dd309eb0e3b8f2948a283b4eb8731c48a8fc79421","observation_id":"076a4183-260f-43c3-85ae-9b58cfc326b1","resolution":{"observed_at":"2026-08-07T14:17:56.325182Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:52.130374Z","title":"The USTC system for ADReSS-M challenge,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.130374Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:38687104b10d185c4e9805f355b60b6a02302b29efe8f26268d60629ed9350bd","observation_id":"3407a53d-20da-4ca9-af1b-a75d4d2c4f81","resolution":{"observed_at":"2026-08-07T14:17:52.130374Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.202986Z","title":"Leveraging prompt learning and pause encoding for alzheimer’s disease de- tection,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.202986Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:ed525f5200aa854fabd387fffb8916c8dd41638192ae166bdcd75cd842324a02","observation_id":"f717ad5b-caaf-41d7-ab52-8cbdf084defe","resolution":{"observed_at":"2026-08-07T14:17:52.202986Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.277650Z","title":"Alzheimer’s dementia recognition through spontaneous speech: The ADReSS challenge,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.277650Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:a6b4a01315dc5120070841f4e96253912d0847e4eeae0048965074f24b7a8a1d","observation_id":"8dde7005-b1d6-45e4-90cb-fb8a8668215c","resolution":{"observed_at":"2026-08-07T14:17:52.277650Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2104.09356","last_updated":"2021-03-23T01:09:38Z","snapshot_observed_at":"2026-08-16T18:37:06.189915Z","submitted_at":"2021-03-23T01:09:38Z","title":"Detecting cognitive decline using speech only: The ADReSSo Challenge","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2104.09356","snapshot_observed_at":"2026-08-07T14:17:52.335070Z","title":"Detecting cognitive decline using speech only: The ADReSSo challenge,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.335070Z"},"links":{"cited_paper":"/paper/2104.09356","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:1d449c2cd584ebb7b68be8008a0242e4b967ed1bf5b88f04e3657dbcc3ff90fe","observation_id":"c4fda012-8f69-45dc-bfdb-812598c2708f","resolution":{"observed_at":"2026-08-07T14:17:52.335070Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.389648Z","title":"Multilingual Alzheimer’s dementia recogni- tion through spontaneous speech: a signal processing grand chal- lenge,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.389648Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:96b809e865e12caf96052f952ced0d55c3ff2c00518fcba4d47a997a19bf271d","observation_id":"0d11f3e9-2b95-43a3-ae62-80e685c1ea50","resolution":{"observed_at":"2026-08-07T14:17:52.389648Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.10272","last_updated":"2024-06-18T10:41:48Z","snapshot_observed_at":"2026-08-16T13:44:01.240811Z","submitted_at":"2024-06-11T19:04:29Z","title":"Connected Speech-Based Cognitive Assessment in Chinese and English","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.10272","snapshot_observed_at":"2026-08-07T14:17:52.448609Z","title":"Connected speech-based cognitive assessment in chinese and english,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.448609Z"},"links":{"cited_paper":"/paper/2406.10272","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:2988a99451e5b216e897fcca9d6d4e8619bbd61ff2431a1330e8b9245890c383","observation_id":"1f5c0e36-2757-48eb-9d27-4bf513419114","resolution":{"observed_at":"2026-08-07T14:17:52.448609Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.510980Z","title":"Automated screening for Alzheimer’s dementia through spontaneous speech","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.510980Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:5e37a8915b253549ac6d6f13f2a47a3e5ae2e84a9231fd9e0764ffd1fca66f69","observation_id":"2a9f446f-6936-44b7-96cf-be43e9ca5624","resolution":{"observed_at":"2026-08-07T14:17:52.510980Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.583372Z","title":"A comparative study of acoustic and linguistic fea- tures classification for Alzheimer’s disease detection,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.583372Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:f06712f35f9b4faaaf2b3325beca36f64616d5e65fce943564cccc964ff8cab1","observation_id":"f4c0ebd7-bfa8-4bb6-a903-471c323ea404","resolution":{"observed_at":"2026-08-07T14:17:52.583372Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.645405Z","title":"wav2vec 2.0: A framework for self-supervised learning of speech representa- tions,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.645405Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:368ac036affe4e55a4fa498a840ba3c3ed700d7df830483a3fcbe4f9a952daa6","observation_id":"5e9100aa-ef27-4825-89c3-3f4bdbd63ef3","resolution":{"observed_at":"2026-08-07T14:17:52.645405Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:52.704756Z","title":"HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.704756Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:ffafb0373bbab53e83d626c24b86146183e4b8c6b297c5b2db313b5620d2c871","observation_id":"33d16c9a-79eb-4fa7-9d87-87c2a1ab7ab3","resolution":{"observed_at":"2026-08-07T14:17:52.704756Z","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":"2026-08-07T14:17:56.084275Z","title":"WavLM: Large-scale self-supervised pre-training for full stack speech processing,","venue":null,"work_id":"f71c57ba-2a56-41bd-b9bc-37d96c5099eb","year":2022},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.778342Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:1f8f778dc207f28c66c7a34d6a6509a06144ca8818773b25069cf1147da530b1","observation_id":"e4f22742-f19b-4b71-9dcd-43fd6a68d3ec","resolution":{"observed_at":"2026-08-07T14:17:56.141987Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:52.863303Z","title":"Robust speech recognition via large-scale weak su- pervision,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.863303Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:6a652643471f7baa87eef3119f711acab2b87bfbf6905a55d291c12b035a33fd","observation_id":"b5e3f7b6-9cfa-436f-9b9d-7ebf74b08d14","resolution":{"observed_at":"2026-08-07T14:17:52.863303Z","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":"2026-08-07T14:17:55.936111Z","title":"Speech recognition in Alzheimer’s disease and in its assessment","venue":null,"work_id":"39e28028-2f1e-48e8-990c-a8c9a12ca95e","year":2016},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.922954Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:fc0f1977ba12a2dff60aac19255c38da969f752830b4c76e7bb4370de2b8dafc","observation_id":"9dbb5abf-74b4-4c2c-9238-4c900e0b8eae","resolution":{"observed_at":"2026-08-07T14:17:56.003974Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1904.01684","last_updated":"2020-10-13T18:08:35Z","snapshot_observed_at":"2026-08-14T16:52:42.783125Z","submitted_at":"2019-04-02T21:59:35Z","title":"Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others","version":3},"cited_work":{"arxiv_id":"1904.01684","doi":null,"metadata_source":"pith","pith_arxiv_id":"1904.01684","snapshot_observed_at":"2026-08-07T14:17:54.428612Z","title":"Impact of ASR on Alzheimer's Disease Detection: All Errors are Equal, but Deletions are More Equal than Others","venue":"cs.CL","work_id":"155dd064-f896-4fc1-92ac-6756797c2095","year":2019},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:52.982314Z"},"links":{"cited_paper":"/paper/1904.01684","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:a379477bb37602607dbd0adb7078497558cc47b5cd94845e4ff4092d1a3b1c7c","observation_id":"8865439d-dbb5-4e48-8083-5dc79f44448b","resolution":{"observed_at":"2026-08-07T14:17:54.523543Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:55.780718Z","title":"Useful blunders: Can automated speech recognition errors improve downstream demen- tia classification?","venue":null,"work_id":"ef1db7a9-26b3-4b99-bea1-c41d2c7cd5af","year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.048274Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:d2f120124012233792262715071ca79c899a1942c0673c8d954723bd46b118c3","observation_id":"8ddcd5d1-78bf-4155-9a44-61926609c743","resolution":{"observed_at":"2026-08-07T14:17:55.839090Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:53.118589Z","title":"Can automated speech recognition errors pro- vide valuable clues for alzheimer’s disease detection?","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.118589Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:34723473bb92fc78658365fa5fcd1dbb58eaa7dbbafd09f3898087c06b2b224f","observation_id":"0552f422-6798-4415-b17d-1c7ac341913c","resolution":{"observed_at":"2026-08-07T14:17:53.118589Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1810.04805","last_updated":"2019-05-24T20:37:26Z","snapshot_observed_at":"2026-08-14T18:16:28.847993Z","submitted_at":"2018-10-11T00:50:01Z","title":"BERT: Pre-training of Deep Bidirectional Transformers for Language Understanding","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1810.04805","snapshot_observed_at":"2026-08-07T14:17:53.180441Z","title":"BERT: Pre- training of deep bidirectional transformers for language under- standing,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.180441Z"},"links":{"cited_paper":"/paper/1810.04805","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:0b473a7de727cce378a102ec44e61eb6cf71023ca89cb3ce0cec272554e28f0a","observation_id":"6d2c8c16-c9e9-43a0-88cd-a3dbfecd974f","resolution":{"observed_at":"2026-08-07T14:17:53.180441Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:53.247069Z","title":"Exploring linguistic feature and model combination for speech recognition based automatic ad detection,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.247069Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:34fef70caf540ad9d9f7875050e3757cf0eb31c95fb3d7e33bee183ad29ebeee","observation_id":"573013f1-924d-4413-a0b4-6b13d79a18f8","resolution":{"observed_at":"2026-08-07T14:17:53.247069Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T14:17:53.299088Z","title":"Disflu- encies and fine-tuning pre-trained language models for detection of Alzheimer’s disease","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.299088Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:3972a07c3e945b95aed10f884dc9df39fd056ade904dcdefded1e67e933f9250","observation_id":"c7c9c0f4-d624-4771-8759-bfb5d3ad6233","resolution":{"observed_at":"2026-08-07T14:17:53.299088Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2412.10117","last_updated":"2024-12-25T11:54:03Z","snapshot_observed_at":"2026-08-16T06:25:22.037199Z","submitted_at":"2024-12-13T12:59:39Z","title":"CosyVoice 2: Scalable Streaming Speech Synthesis with Large Language Models","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2412.10117","snapshot_observed_at":"2026-08-07T14:17:53.361408Z","title":"Cosyvoice 2: Scalable stream- ing speech synthesis with large language models,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.361408Z"},"links":{"cited_paper":"/paper/2412.10117","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:09d24371939a5864875bf1b4b6eadc34ed0c835dd8b770687db74926ce9a28cd","observation_id":"6c767485-48cc-4410-b56b-2e1bb8d0eba1","resolution":{"observed_at":"2026-08-07T14:17:53.361408Z","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":"2026-08-07T14:17:55.595786Z","title":"Leveraging pretrained representations with task-related key- words for alzheimer’s disease detection,","venue":null,"work_id":"214b6146-df9c-4b68-829a-46c44226ca41","year":2023},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.439760Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:93bdcc2a9b9ac2cf53c12a231e0358567f37c00281fe9e3972fbaa09c3471857","observation_id":"bfd553d1-2707-480e-afa6-8c409437c57d","resolution":{"observed_at":"2026-08-07T14:17:55.682275Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:53.494341Z","title":"A two- step attention-based feature combination cross-attention system for speech-based dementia detection,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.494341Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:5774270898a6da0e29e5d3df2ac2f8510c65f12273eaefe3f254049fbc2f7425","observation_id":"c56157ab-dc9d-493f-84eb-279f5cc182a9","resolution":{"observed_at":"2026-08-07T14:17:53.494341Z","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":"2026-08-07T14:17:55.424193Z","title":"An explain- able ai approach to speech-based alzheimer’s dementia screen- ing,","venue":null,"work_id":"aa126ecc-b33b-445a-8c42-e342d5fefdc5","year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.566276Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:75b4f1d80c2b065c54e0734aa129a1409c3de86e381305247ef1b5bf8138ff39","observation_id":"5e909dbb-7dc5-4a23-80a8-893e0b167f13","resolution":{"observed_at":"2026-08-07T14:17:55.489198Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2412.02006","last_updated":"2025-02-10T13:25:26Z","snapshot_observed_at":"2026-08-14T06:35:27.668219Z","submitted_at":"2024-12-02T22:23:43Z","title":"Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis","version":2},"cited_work":{"arxiv_id":"2412.02006","doi":null,"metadata_source":"pith","pith_arxiv_id":"2412.02006","snapshot_observed_at":"2026-08-07T14:17:54.210563Z","title":"Unveiling Interpretability in Self-Supervised Speech Representations for Parkinson's Diagnosis","venue":"cs.CV","work_id":"341ba7b7-1489-47db-bd07-60e1af870d9a","year":2024},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.642068Z"},"links":{"cited_paper":"/paper/2412.02006","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:44b2b296f6fd78c2b65f2c66b8e587eb54993ed095a7f7b90de2c3fd8e84dca7","observation_id":"3a46ffba-981d-41ff-98c5-b4b472ba59a7","resolution":{"observed_at":"2026-08-07T14:17:54.304059Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:55.285387Z","title":"Influence of the interviewer on the automatic assessment of alzheimer’s disease in the context of the adresso challenge,","venue":null,"work_id":"d8282d89-b41e-45f2-967a-a23e61c8b52c","year":2021},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.725215Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:e8495dc4eb4b83e2758d647703e6f4d64a8fd749a8442733b4c186766ea18822","observation_id":"54874081-76e5-4bff-9792-0067ae4ea4db","resolution":{"observed_at":"2026-08-07T14:17:55.350970Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:55.124150Z","title":"Mrc psycholinguistic database: Machine-usable dic- tionary, version 2.00,","venue":null,"work_id":"e1fbc5dd-6a33-46d9-b9ce-076ed3e93b45","year":1988},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.829059Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:78f649d49e02a412e01c5cc73d15c9b40a46d9768e709de3f49ce948367afab8","observation_id":"2d5d8562-9e7d-4d45-8709-15c4a599b882","resolution":{"observed_at":"2026-08-07T14:17:55.195165Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:54.958809Z","title":"What does bert learn about the structure of language?","venue":null,"work_id":"ef311ce0-e879-4ec2-851c-7f694a77f7fc","year":2019},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.916349Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:fea3e503d3a47879d945098d65ccd89387d4be8004e5bb9600774bbe0e171ba9","observation_id":"541a6ad3-756f-496a-b84a-e0879d793607","resolution":{"observed_at":"2026-08-07T14:17:55.044907Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+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":"2026-08-07T14:17:54.771536Z","title":"Layer-wise analysis of a self-supervised speech representation model,","venue":null,"work_id":"f29b0b6e-1d0a-4dd5-a056-14d08fee134f","year":2021},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:53.990035Z"},"links":{"citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:44486d390530ed2fc9068ba25b1bf0a523bf81d6ce2aa657c304a2a32b52013d","observation_id":"f3401bc9-abd2-44c1-9055-b709433343af","resolution":{"observed_at":"2026-08-07T14:17:54.859912Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-17T06:30:58.91139+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1602.03609","last_updated":"2016-02-11T03:06:33Z","snapshot_observed_at":"2026-08-14T22:10:48.035016Z","submitted_at":"2016-02-11T03:06:33Z","title":"Attentive Pooling Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1602.03609","snapshot_observed_at":"2026-08-07T14:17:54.067909Z","title":"Attentive pooling networks,","venue":null,"work_id":null,"year":2016},"citing_paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T14:17:54.067909Z"},"links":{"cited_paper":"/paper/1602.03609","citing_paper":"/paper/2505.19448"},"observation_digest":"sha256:5c3fb525a95f3ff131d92e6634a67651c600d420f4629d3b85887ab56c8e65f5","observation_id":"90c811cb-6da0-44ae-9fa5-9f48ab447dd8","resolution":{"observed_at":"2026-08-07T14:17:54.067909Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.19448","last_updated":"2025-05-26T03:15:25Z","latest_version":1,"primary_category":"eess.AS","snapshot_observed_at":"2026-08-16T06:27:05.534568Z","submitted_at":"2025-05-26T03:15:25Z","title":"Beyond Manual Transcripts: The Potential of Automated Speech Recognition Errors in Improving Alzheimer's Disease Detection"},"reference_resolution":{"displayed":40,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":22,"verified_exact":3,"verified_fuzzy":15},"total_outbound_references":40},"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":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 17 August 2026, this Paper Citation Record lists 40 of 40 outbound references and 1 inbound Pith citation observation for arXiv:2505.19448."}