{"as_of":"2026-08-18T16:05:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:0a5a9837582c5f9d0ea4d77ee712395b0ac0683b3a2a99132b7adabba1dd5c95","coverage":[{"denominator":34,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":34,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-15T19:32:52.587805Z","state":"measured"},{"denominator":35,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":35,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-18T06:34:40.430872+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":"2026-08-15T19:32:52.479744Z","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":"2026-08-15T19:32:52.721528Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"cited_work":{"arxiv_id":"2506.16127","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.16127","snapshot_observed_at":"2026-08-15T19:32:52.721528Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","venue":"cs.SD","work_id":"9e676f3c-7472-4879-93db-cb5bec8dd729","year":2025},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.479744Z"},"links":{"cited_paper":"/paper/2506.16127","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:8dc460d10564f3415f477af80275b9b977256b1b44abd0772b96acfcf66821e7","observation_id":"4f72af9c-a8ed-4c1b-b6f8-a7e0305f22c4","resolution":{"observed_at":"2026-08-15T19:32:52.725146Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.16127/citation-record","integrity":"/paper/2506.16127/integrity","json":"/paper/2506.16127/citation-record.json","paper":"/paper/2506.16127"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-15T19:32:52.907360Z","title":"Dysarthria arises from neurological conditions that im- pair the control and coordination of the muscles involved in speech production","venue":null,"work_id":"c50135d3-44b7-44f0-987e-585553d5d258","year":null},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.475197Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:daf1bd57611b9c6c3f80d800e7f4d8a7cbaddaebd435adb07fc703b8db3ca187","observation_id":"d496796e-ee2e-4d51-8496-8fa2868e2255","resolution":{"observed_at":"2026-08-15T19:32:52.910823Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"cited_work":{"arxiv_id":"2506.16127","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.16127","snapshot_observed_at":"2026-08-15T19:32:52.721528Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","venue":"cs.SD","work_id":"9e676f3c-7472-4879-93db-cb5bec8dd729","year":2025},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.479744Z"},"links":{"cited_paper":"/paper/2506.16127","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:8dc460d10564f3415f477af80275b9b977256b1b44abd0772b96acfcf66821e7","observation_id":"4f72af9c-a8ed-4c1b-b6f8-a7e0305f22c4","resolution":{"observed_at":"2026-08-15T19:32:52.725146Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.898361Z","title":"We begin by describing our approach for generating reg- ular speech from dysarthric speech","venue":null,"work_id":"b256c9fa-7da7-46bd-850a-2f70ab75b36e","year":null},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.483505Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:8cdfb3e68af1c9d37801009fe20d054060ddece5cb70df15d40f92a0ed6c90f8","observation_id":"b8710986-c3b1-4972-8293-d45e559ceb28","resolution":{"observed_at":"2026-08-15T19:32:52.901739Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.889590Z","title":null,"venue":null,"work_id":"2f8a5a18-0d33-4d8b-8523-198e00141ffb","year":null},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.487299Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:69cb532b576e42c0b5f39712ee8f2632e91f9af217a7301ee4ac7a4645eae9dd","observation_id":"3c17b01e-b069-4c91-9a3f-118d97464ee1","resolution":{"observed_at":"2026-08-15T19:32:52.892713Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.879442Z","title":"As baselines, we use wav2vec2-base-960h [29] and its finetuned counterpart trained on the same SAPC dataset","venue":null,"work_id":"98c8a398-1f0a-4bb4-917c-e8a61f9b5221","year":null},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.490452Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:a3bbccf87392c13f1bbc52bc09d969ffa262803ccb731846abbd18c1396ad6dd","observation_id":"826c51cc-8faa-448e-ae6d-a3ef731a635b","resolution":{"observed_at":"2026-08-15T19:32:52.882809Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.869708Z","title":"Our experiments show that acoustic discrete units not only achieve significantly faster convergence than mel-spectrograms but also produce speech with higher intelligibility","venue":null,"work_id":"3797fa80-9eb3-44f4-8b04-8e7ed5318700","year":null},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.493931Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:a1f29c3a0afddefaad47abdd50a4b9865a2163f9158ceec6e3c42da3bbcfeabf","observation_id":"e7ddd244-2810-47ce-9251-caa2605406da","resolution":{"observed_at":"2026-08-15T19:32:52.873205Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2410.06885","last_updated":"2025-05-20T15:53:10Z","snapshot_observed_at":"2026-08-16T05:58:47.061997Z","submitted_at":"2024-10-09T13:46:34Z","title":"F5-TTS: A Fairytaler that Fakes Fluent and Faithful Speech with Flow Matching","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2410.06885","snapshot_observed_at":"2026-08-15T19:32:52.496976Z","title":"F5-tts: A fairytaler that fakes fluent and faithful speech with flow matching,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.496976Z"},"links":{"cited_paper":"/paper/2410.06885","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:910aedbc3c79145101690772724a3f82270ad65cef6eeb2dba850a0bcd353f44","observation_id":"174336e2-7b9b-4f0b-82fa-2c7b67d82402","resolution":{"observed_at":"2026-08-15T19:32:52.496976Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2206.04658","last_updated":"2023-02-16T18:48:56Z","snapshot_observed_at":"2026-08-16T16:54:06.083594Z","submitted_at":"2022-06-09T17:56:10Z","title":"BigVGAN: A Universal Neural Vocoder with Large-Scale Training","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.04658","snapshot_observed_at":"2026-08-15T19:32:52.503822Z","title":"Bigvgan: A universal neural vocoder with large-scale training,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.503822Z"},"links":{"cited_paper":"/paper/2206.04658","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:ac2231470bd24ec31b53d97e7e5d873c46d92d3530a9fde75e4ce0cf30381dbb","observation_id":"09db6d97-f7e2-41bf-be42-114297c57a37","resolution":{"observed_at":"2026-08-15T19:32:52.503822Z","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":"2026-08-15T19:32:52.860467Z","title":"Data augmentation using healthy speech for dysarthric speech recognition","venue":null,"work_id":"9ee54b29-ec19-4148-8ae8-9a6009920a19","year":2018},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.507416Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:14ce15dcfb54546f31128182d35989e340973e248657409a2634e395b44118c3","observation_id":"7798712a-aa0b-4c91-b91a-58f4ffed0ad4","resolution":{"observed_at":"2026-08-15T19:32:52.863645Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.851282Z","title":"Intelligibility of modifications to dysarthric speech,","venue":null,"work_id":"57685d3e-9ae7-4da9-8ba0-16ca577a201f","year":2003},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.510678Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:37621cccb642b64c13f47ebb5d527ececac4681dc8665202eec5dab2f0b1c04d","observation_id":"eb8befb9-1498-4169-b4bf-48abd426d5e2","resolution":{"observed_at":"2026-08-15T19:32:52.854399Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2001.04260","last_updated":"2020-01-10T01:40:27Z","snapshot_observed_at":"2026-08-15T21:24:29.379106Z","submitted_at":"2020-01-10T01:40:27Z","title":"Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training","version":1},"cited_work":{"arxiv_id":"2001.04260","doi":null,"metadata_source":"pith","pith_arxiv_id":"2001.04260","snapshot_observed_at":"2026-08-15T19:32:52.682479Z","title":"Improving Dysarthric Speech Intelligibility Using Cycle-consistent Adversarial Training","venue":"eess.AS","work_id":"eadfe906-ef8f-44f8-bf43-69407c7d3415","year":2020},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.514106Z"},"links":{"cited_paper":"/paper/2001.04260","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:a5d30952b3ac69a413490c1f1ad0b5a88f10470d0cffe74fe217d4f72ec23d8b","observation_id":"120001e2-c0a5-4347-aa71-e1efe81f5fd8","resolution":{"observed_at":"2026-08-15T19:32:52.686109Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.841988Z","title":"Phoneme-discriminative features for dysarthric speech conversion","venue":null,"work_id":"c919113d-bc88-4a3b-b00b-de87d8353927","year":2017},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.517838Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:8a2a093a5fe3192bdb118db8a26bbc61894809f6139f1269b0a44813fd59e881","observation_id":"f2e46814-8f2d-41dc-9205-b540baf6c497","resolution":{"observed_at":"2026-08-15T19:32:52.845225Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.832402Z","title":"Improving the efficiency of dysarthria voice conversion system based on data augmentation,","venue":null,"work_id":"dd0e58b6-72b3-4a5d-8bf0-04c2650da9ef","year":2023},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.520955Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:a470eaeceea595a6990e3a978c6b373e2d368807ef9bd29643f0aceaa84ac500","observation_id":"20a9d183-0b23-4a86-83eb-0e4d3e4f8d82","resolution":{"observed_at":"2026-08-15T19:32:52.835932Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.524100Z","title":"Generative adver- sarial networks,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.524100Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:f376571e582faf8f46f25b484426ed4f73bc379e304e5cfa6578e960217ac786","observation_id":"f86ebd93-f4a4-4ab3-8d0f-aeedfa43d395","resolution":{"observed_at":"2026-08-15T19:32:52.524100Z","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":"2026-08-15T19:32:52.817823Z","title":"Generative adversarial networks: An overview,","venue":null,"work_id":"ed67025d-90de-445c-8fe1-6e353cca4a83","year":2018},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.527147Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:1760bba98f3fa5591e7dca64ff2dce0b42158c99f4027561dc8c659ee50e4a7b","observation_id":"2b1e227d-5d63-4bda-8cc0-443acbdb8c9c","resolution":{"observed_at":"2026-08-15T19:32:52.821067Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.808074Z","title":"Improving gans for speech enhance- ment,","venue":null,"work_id":"a4269b27-2274-40f2-9b66-604e88acf24b","year":2020},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.530449Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:e62fea5fc8491eb673bc37175d8d310cd7d37bc91b4d01e5dbe58d9c67efd307","observation_id":"270b2e4d-5d46-476e-87a0-6315041f2df2","resolution":{"observed_at":"2026-08-15T19:32:52.811526Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.15149","last_updated":"2024-03-03T15:32:30Z","snapshot_observed_at":"2026-08-16T17:11:07.506024Z","submitted_at":"2022-03-28T23:53:34Z","title":"CMGAN: Conformer-based Metric GAN for Speech Enhancement","version":4},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2203.15149","snapshot_observed_at":"2026-08-15T19:32:52.533814Z","title":"Cmgan: Conformer- based metric gan for speech enhancement,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.533814Z"},"links":{"cited_paper":"/paper/2203.15149","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:bb680144a81a0f11d008cf07a6ed39ad62c4f98f02423edd618bdb31c5978a14","observation_id":"581b7cad-f246-4da2-83ee-ac9667036218","resolution":{"observed_at":"2026-08-15T19:32:52.533814Z","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":"2026-08-15T19:32:52.798525Z","title":"Exploring speech en- hancement with generative adversarial networks for robust speech recognition,","venue":null,"work_id":"0543ceff-251c-4f42-a678-72134ac9bcd4","year":2018},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.537124Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:bcaf7efb66900d37ba2bffb2bf704e0350c3803d6bd93674a8b5b9cd1589e9c4","observation_id":"3fd5f301-822b-4087-b13a-7486ee2df487","resolution":{"observed_at":"2026-08-15T19:32:52.801901Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1703.09452","last_updated":"2017-06-09T11:34:06Z","snapshot_observed_at":"2026-08-14T21:09:40.825053Z","submitted_at":"2017-03-28T08:39:06Z","title":"SEGAN: Speech Enhancement Generative Adversarial Network","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1703.09452","snapshot_observed_at":"2026-08-15T19:32:52.540466Z","title":"Segan: Speech enhancement generative adversarial network,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.540466Z"},"links":{"cited_paper":"/paper/1703.09452","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:3647197d59e1a05ffa8044316d3281584e6048697fd87347d09e223ec3c95b43","observation_id":"cb57a0d7-7cda-4d1b-8e63-d42ea1c868f5","resolution":{"observed_at":"2026-08-15T19:32:52.540466Z","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":"2026-08-15T19:32:52.789098Z","title":"Unit- dsr: Dysarthric speech reconstruction system using speech unit normalization,","venue":null,"work_id":"d49c206d-2e63-465a-abdc-b8b64cec9735","year":2024},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.544195Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:ef6c9a760290967337700456b95208bd42687818decf9a583b50e12a6e332b0e","observation_id":"4cece7b6-6472-48cd-9e88-9bfdce0e1709","resolution":{"observed_at":"2026-08-15T19:32:52.792472Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.546985Z","title":"Community-supported shared infrastructure in support of speech accessibility,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.546985Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:b7357e3a65f2ecb16f6da5fb6db9ee24166a317868c130a916821a39be62dfbe","observation_id":"f25702d7-5632-41f9-a49e-97e7fa395b3e","resolution":{"observed_at":"2026-08-15T19:32:52.546985Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2406.08619","last_updated":"2024-06-12T20:04:44Z","snapshot_observed_at":"2026-08-16T13:43:35.127039Z","submitted_at":"2024-06-12T20:04:44Z","title":"Self-Supervised Speech Representations are More Phonetic than Semantic","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2406.08619","snapshot_observed_at":"2026-08-15T19:32:52.550002Z","title":"Self-supervised speech representations are more phonetic than semantic,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.550002Z"},"links":{"cited_paper":"/paper/2406.08619","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:329a77c85022d7516c68ef214b8bf1f672eed24b7942d4198c3ce11c75217c0c","observation_id":"a99d50d4-4dd6-4f89-a014-36f0c61630a0","resolution":{"observed_at":"2026-08-15T19:32:52.550002Z","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":"2026-08-15T19:32:52.553948Z","title":"Hubert: Self-supervised speech represen- tation learning by masked prediction of hidden units,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.553948Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:6209750f65e42186f8f240f4a62b59e7099da71fb752034b33f01838ecc4ad32","observation_id":"a25e2a9b-3840-435c-8e50-6eb837b807a3","resolution":{"observed_at":"2026-08-15T19:32:52.553948Z","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":"2026-08-15T19:32:52.556960Z","title":"Wavlm: Large-scale self- supervised pre-training for full stack speech processing,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.556960Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:c3f908857468d0ac2180d8ae00202f2a19243b29afc94e581f847897d326db91","observation_id":"fdf7803b-1667-44a8-998c-95007402fe8d","resolution":{"observed_at":"2026-08-15T19:32:52.556960Z","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":"2026-08-15T19:32:52.762015Z","title":"Comparative layer-wise anal- ysis of self-supervised speech models,","venue":null,"work_id":"d0b7196a-12cc-4ccb-87e2-e592b7598fc5","year":2023},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.559916Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:95c5e7b4f29d50829f2db48fbdd9bd6552a430bd6af1fe7ad23449b4e9cd72e9","observation_id":"a97d60e7-243c-4bd0-8e50-1b69d7a0dc33","resolution":{"observed_at":"2026-08-15T19:32:52.765711Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.752560Z","title":"A comparison of discrete and soft speech units for improved voice conversion,","venue":null,"work_id":"749d0a03-e044-425d-a460-2580ce76deb1","year":2022},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.562889Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:b547f43c7a1be622edb1291fe9a2a4acc71f1fb9fc0a4b3cf233452ced398b73","observation_id":"5ec7502c-d233-40eb-b74d-3454dcfff290","resolution":{"observed_at":"2026-08-15T19:32:52.755665Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2306.02405","last_updated":"2023-06-04T16:52:11Z","snapshot_observed_at":"2026-08-18T09:23:28.125361Z","submitted_at":"2023-06-04T16:52:11Z","title":"An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech","version":1},"cited_work":{"arxiv_id":"2306.02405","doi":null,"metadata_source":"pith","pith_arxiv_id":"2306.02405","snapshot_observed_at":"2026-08-15T19:32:52.640975Z","title":"An Information-Theoretic Analysis of Self-supervised Discrete Representations of Speech","venue":"cs.CL","work_id":"dbafa49c-34c8-4821-8b60-bc3ba8747d74","year":2023},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.565991Z"},"links":{"cited_paper":"/paper/2306.02405","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:ea461e219c68fd4fbd4e1db69bb54c35e2f993a745893f3d7c7a5f8bdf60511c","observation_id":"ecc7939b-7dee-43be-b9b5-08201714d797","resolution":{"observed_at":"2026-08-15T19:32:52.646551Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.742688Z","title":"Enhancing dysarthric speech recognition through sepformer and hierarchical attention network models with mul- tistage transfer learning,","venue":null,"work_id":"fcd7a282-0267-42ff-8abe-ad32b114c7b9","year":2024},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.569213Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:b892ba06cf2a99403a0a7dac0fdae695058de50a83b53e7ea4e8f9166f96afba","observation_id":"1b4a7884-55c8-43bf-8498-85785688ea43","resolution":{"observed_at":"2026-08-15T19:32:52.746094Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-18T06:34:40.430872+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+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":"2026-08-15T19:32:52.572214Z","title":"Lib- rispeech: an asr corpus based on public domain audio books,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.572214Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:fe95956e06760484ecb2d1a5eff6986a7567cfc2349c5ab9ef112785f65f1c4d","observation_id":"1f01920a-accd-4d87-b6aa-ef1c745e700d","resolution":{"observed_at":"2026-08-15T19:32:52.572214Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2106.06909","last_updated":"2021-06-13T04:09:16Z","snapshot_observed_at":"2026-08-16T18:17:33.981607Z","submitted_at":"2021-06-13T04:09:16Z","title":"GigaSpeech: An Evolving, Multi-domain ASR Corpus with 10,000 Hours of Transcribed Audio","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.06909","snapshot_observed_at":"2026-08-15T19:32:52.575179Z","title":"Gigaspeech: An evolving, multi-domain asr corpus with 10,000 hours of transcribed audio,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.575179Z"},"links":{"cited_paper":"/paper/2106.06909","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:c13700f404a80cf3d505133f25f39a62bdd6e7480948e94b0d96d3cc44a1727d","observation_id":"3470d9a5-a1c5-459d-9c1d-a7bd6143cace","resolution":{"observed_at":"2026-08-15T19:32:52.575179Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2101.00390","last_updated":"2021-07-27T04:04:57Z","snapshot_observed_at":"2026-08-16T18:54:42.307692Z","submitted_at":"2021-01-02T07:24:21Z","title":"VoxPopuli: A Large-Scale Multilingual Speech Corpus for Representation Learning, Semi-Supervised Learning and Interpretation","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2101.00390","snapshot_observed_at":"2026-08-15T19:32:52.578363Z","title":"V oxpopuli: A large-scale multilingual speech corpus for representation learn- ing, semi-supervised learning and interpretation,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.578363Z"},"links":{"cited_paper":"/paper/2101.00390","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:ccd90a4f79c2f537965b660e26d937b598e0fe5437bddabf247989ef8815b5f3","observation_id":"2ae6d9e7-e12c-4cd5-98cb-8ce49c00d530","resolution":{"observed_at":"2026-08-15T19:32:52.578363Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2210.02747","last_updated":"2023-02-08T15:46:05Z","snapshot_observed_at":"2026-08-16T02:30:42.660030Z","submitted_at":"2022-10-06T08:32:20Z","title":"Flow Matching for Generative Modeling","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2210.02747","snapshot_observed_at":"2026-08-15T19:32:52.581574Z","title":"Flow matching for generative modeling,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.581574Z"},"links":{"cited_paper":"/paper/2210.02747","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:419c3af418a944962a8664a875cfe08c6e568f4d9dd5ecb6e4210fef45e89410","observation_id":"0540b055-f97b-4ef2-a49c-79d61c12bf6a","resolution":{"observed_at":"2026-08-15T19:32:52.581574Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1711.05101","last_updated":"2019-01-04T21:01:49Z","snapshot_observed_at":"2026-08-14T20:13:52.872565Z","submitted_at":"2017-11-14T14:24:06Z","title":"Decoupled Weight Decay Regularization","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1711.05101","snapshot_observed_at":"2026-08-15T19:32:52.584553Z","title":"Decoupled weight decay regularization,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.584553Z"},"links":{"cited_paper":"/paper/1711.05101","citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:ac07d3c92e397fd910c3890acaa218dce19c82364dfef81695d3832e3c493c4e","observation_id":"5f3b392d-119a-426d-b984-46fe3162235a","resolution":{"observed_at":"2026-08-15T19:32:52.584553Z","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":"2026-08-15T19:32:52.587805Z","title":"wav2vec 2.0: A framework for self-supervised learning of speech repre- sentations,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-15T19:32:52.587805Z"},"links":{"citing_paper":"/paper/2506.16127"},"observation_digest":"sha256:81200246c01284033e3e76e59870fdff25bf37e2933602d738813916469aa5d9","observation_id":"00cc977c-11e2-4a7f-968d-8f63827cde68","resolution":{"observed_at":"2026-08-15T19:32:52.587805Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2506.16127","last_updated":"2025-06-19T08:24:17Z","latest_version":1,"primary_category":"cs.SD","snapshot_observed_at":"2026-08-18T11:36:07.497179Z","submitted_at":"2025-06-19T08:24:17Z","title":"Improved Intelligibility of Dysarthric Speech using Conditional Flow Matching"},"reference_resolution":{"displayed":34,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":16,"verified_exact":3,"verified_fuzzy":15},"total_outbound_references":34},"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":"2026-08-18T06:34:40.430872+00:00","source":"crossref"},{"observed_at":"2026-08-18T06:34:34.496301+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 34 of 34 outbound references and 1 inbound Pith citation observation for arXiv:2506.16127."}