{"as_of":"2026-08-07T23:52:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:61a8460166fd96a8f25e72d5e87108bdf8a4874d34b7d21f65e55c79905b74e0","coverage":[{"denominator":39,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":39,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T12:22:25.078109Z","state":"measured"},{"denominator":40,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":40,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-07T06:34:17.273281+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":"2026-08-07T12:22:21.218125Z","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":"2026-08-07T12:22:25.321930Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"cited_work":{"arxiv_id":"2505.24713","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.24713","snapshot_observed_at":"2026-08-07T12:22:25.321930Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","venue":"cs.CL","work_id":"1e38a66e-89c9-40b0-b37e-77690af8d0a3","year":2025},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.218125Z"},"links":{"cited_paper":"/paper/2505.24713","citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:c419d396cdb3c5e029df81256e1566b40c006562949eeb4e6c4ebe70ac3e8b98","observation_id":"ea8c54be-c60f-4183-8128-d80dcd7342ff","resolution":{"observed_at":"2026-08-07T12:22:25.394382Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2505.24713/citation-record","integrity":"/paper/2505.24713/integrity","json":"/paper/2505.24713/citation-record.json","paper":"/paper/2505.24713"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"cited_work":{"arxiv_id":"2505.24713","doi":null,"metadata_source":"pith","pith_arxiv_id":"2505.24713","snapshot_observed_at":"2026-08-07T12:22:25.321930Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","venue":"cs.CL","work_id":"1e38a66e-89c9-40b0-b37e-77690af8d0a3","year":2025},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.218125Z"},"links":{"cited_paper":"/paper/2505.24713","citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:c419d396cdb3c5e029df81256e1566b40c006562949eeb4e6c4ebe70ac3e8b98","observation_id":"ea8c54be-c60f-4183-8128-d80dcd7342ff","resolution":{"observed_at":"2026-08-07T12:22:25.394382Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:30.971200Z","title":"Given an Arabic speech sample x, the goal is to predict the speaker’s dialecty ∈ Y, where Y is a closed set of dialects","venue":null,"work_id":"40d8b624-45f4-48ef-990d-2d98382073e8","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.309469Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:dc1ff442e41e01d64abab8617c786e2750f8cc098b747e158ce416c980c479e3","observation_id":"d5066652-8d70-4db6-8689-ad98cb76e808","resolution":{"observed_at":"2026-08-07T12:22:31.047787Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:30.815983Z","title":null,"venue":null,"work_id":"8186d259-8a32-4fc9-92c7-e5d828495504","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.483886Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:180acb689156382699b2c754d8c62aebc1435dcd0a29fba0fb8a3d783a7800cb","observation_id":"39643ec3-53d9-4135-bfc7-aee4760be8ea","resolution":{"observed_at":"2026-08-07T12:22:30.886003Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:30.383587Z","title":null,"venue":null,"work_id":"c6804792-bfb3-4512-8510-63e78b80f351","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.728132Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:a9268ac6ae3f8ef53f8278d87b33e6f3624dec35f94b6879fee2b569d7972ff4","observation_id":"bfd1b7ad-9b48-4032-85ff-80b7c05274df","resolution":{"observed_at":"2026-08-07T12:22:30.479830Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:30.631169Z","title":"The dialect labels were then verified by another native Arabic speaker with competence and keen interest in different Arabic dialects","venue":null,"work_id":"2da90ca3-8cdf-482a-b01d-5c51303c7949","year":2024},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.622590Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:67b0b3d5edd2c9ac97dbb1b6da5f3824b8921d16ad88da9b6d255a30f4455a7b","observation_id":"b63c509e-7a79-48b0-abd0-2a8e992a82a6","resolution":{"observed_at":"2026-08-07T12:22:30.727493Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:30.221420Z","title":"in-the-wild","venue":null,"work_id":"2b563c42-ba2b-4b94-98fb-2c7f12a19bb1","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:21.851572Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:5b361362a7c41016c7189833f702b558075a835dfe71f8c5a35ae21a27f49817","observation_id":"3c7ed763-6684-45f2-9a4c-a57fd10b472f","resolution":{"observed_at":"2026-08-07T12:22:30.316233Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:30.044883Z","title":"Here, we investigate why voice conversion yields such substantial im- provements and better cross-domain generalizations","venue":null,"work_id":"3cc2c0da-c87a-47d2-b9aa-fddeed976409","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.022989Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:ad7cc060d4d02f5b2c79a45a8c627504d198910b4511dac8b6ef01611bdd1e51","observation_id":"ae864c60-3401-46f9-9325-1d7a1c09752d","resolution":{"observed_at":"2026-08-07T12:22:30.157108Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:29.877856Z","title":"The remarkable performance gain achieved through voice conversion (+34.07% cross-domain) cannot be matched by traditional data augmentation techniques","venue":null,"work_id":"1f2bec16-a856-4a8a-a774-ae0d1024556e","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.170972Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:49f68cc60066d2949b74f43444f45ece0dd7711b9351c864ae381fd19fb9a4fc","observation_id":"191e4743-04dc-4368-b334-ca83ffca16f7","resolution":{"observed_at":"2026-08-07T12:22:29.971344Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:29.682802Z","title":"We sincerely thank Aravind Krishnan for his valuable com- ments on the work presented in this paper","venue":null,"work_id":"ae90ef8c-c4f4-4775-a7c9-d92eb4fd1d4f","year":null},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.331510Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:da6abfcd1605d90a1ae8fc89946190cd235f4eb03b806e7afc8549830ebe7530","observation_id":"1d063618-58a8-4060-aeb7-30198eaa1b40","resolution":{"observed_at":"2026-08-07T12:22:29.771394Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:29.506611Z","title":"Brown and S","venue":null,"work_id":"741315cb-4328-4dca-9616-892a554fc819","year":2010},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.469573Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:006301605f568135997f0e41a6f616db776e671bd18be5c28a92cb751003eb4b","observation_id":"d54c820e-70c4-42d1-b0ce-394fb9c84871","resolution":{"observed_at":"2026-08-07T12:22:29.583121Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:29.340524Z","title":null,"venue":null,"work_id":"782742fc-de56-4dd6-803b-b3ae7932ec15","year":2011},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.610527Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:e0e47026bb3ae1fe4483161bfc30ae976379602501237693b7048c84f5eba50e","observation_id":"4a02f77e-c89a-4b92-ac0b-ff095480d74c","resolution":{"observed_at":"2026-08-07T12:22:29.434966Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:29.199680Z","title":null,"venue":null,"work_id":"829f6ed6-aff7-49da-bb4c-af8c0dd3119a","year":2010},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.736826Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:6d92522aed95d426f0fc61bc781309d936a04a2c9924fcaf647299daa9ce8dac","observation_id":"bdf6446b-351c-4691-adde-a430e9b8f6b3","resolution":{"observed_at":"2026-08-07T12:22:29.252638Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:29.044436Z","title":"Casablanca: Data and models for multidialectal Arabic speech recognition,","venue":null,"work_id":"b7878009-3684-4606-bf42-b4b84a0ac328","year":2024},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.815628Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:c44d51376b0c866faf739fdabea090a1ce082fbaebaf4f7dd7aa94d7a8ee11bd","observation_id":"765ddd15-5527-4235-a7ad-b384a5d1f5b9","resolution":{"observed_at":"2026-08-07T12:22:29.128982Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:28.855954Z","title":"V oxArabica: A robust dialect-aware Arabic speech recognition system,","venue":null,"work_id":"b388cc47-56c6-4dd6-ae2c-f41e641d34ee","year":2023},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.917630Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:0bbccee372719b8df72563450dc4240c9e666012e546dd9b02fea896b286e75a","observation_id":"606c42cf-a1e0-4a66-9d86-8d99684e5603","resolution":{"observed_at":"2026-08-07T12:22:28.948688Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:28.668937Z","title":"On the robust- ness of arabic speech dialect identification,","venue":null,"work_id":"d81bb18b-37de-4d56-9fe3-fee4c712d61c","year":2023},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:22.998901Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:63a6f55c1f184d95fcb51ead5028ad827a8463e1f25cd776d64709e41a0a5550","observation_id":"75fe98b9-4c02-43cf-90bb-e7c901d30345","resolution":{"observed_at":"2026-08-07T12:22:28.769227Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:28.512923Z","title":"Speech recognition challenge in the wild: Arabic mgb-3,","venue":null,"work_id":"0f4f3348-0845-48ad-a1db-f44043d6ac57","year":2017},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.104608Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:4cdf7cd6b4319055c38d5bbc8002c23f7948fe567a319b42124aeec6591ee300","observation_id":"5f536511-58ea-4645-81df-1cae37075ad4","resolution":{"observed_at":"2026-08-07T12:22:28.598984Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"1803.04567","last_updated":"2018-04-21T23:35:48Z","snapshot_observed_at":"2026-07-06T06:27:55.499625Z","submitted_at":"2018-03-12T23:04:11Z","title":"Convolutional Neural Networks and Language Embeddings for End-to-End Dialect Recognition","version":2},"cited_work":{"arxiv_id":"1803.04567","doi":null,"metadata_source":"pith","pith_arxiv_id":"1803.04567","snapshot_observed_at":"2026-08-07T12:22:25.200010Z","title":"Convolutional Neural Networks and Language Embeddings for End-to-End Dialect Recognition","venue":"cs.SD","work_id":"a8e07796-57b8-4ad1-91a6-9a1ceb99cdd2","year":2018},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.214190Z"},"links":{"cited_paper":"/paper/1803.04567","citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:de32dcf2df5b3855dc8f9b567dadf88b986dbabf958ef928042f20d7cd0ac590","observation_id":"328dff7e-0fab-4197-ba8e-3d98137ade6e","resolution":{"observed_at":"2026-08-07T12:22:25.239304Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:28.371836Z","title":"The mgb-5 challenge: Recogni- tion and dialect identification of dialectal arabic speech,","venue":null,"work_id":"b48f2f52-cfe5-42db-b3d2-7662167411ee","year":2019},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.326613Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:4848c20bca9ad80fdf7380fe73d6635d802c1d7c76289abfea7d1241abac0c52","observation_id":"4e5a3fdc-20cf-4cad-b755-a63a8f903ef8","resolution":{"observed_at":"2026-08-07T12:22:28.443528Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:28.191896Z","title":"Transformer-based arabic dialect identification,","venue":null,"work_id":"106fa6a0-e69a-4170-812a-6dd9daf6ef05","year":2020},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.404653Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:538a02672989537704afb87d6c19f99ee1f671618a26929e45079c0e20f6cea6","observation_id":"b7df6ba5-dcba-46df-a09c-1dd4e8171048","resolution":{"observed_at":"2026-08-07T12:22:28.268107Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:27.954271Z","title":"Yet another model for arabic di- alect identification,","venue":null,"work_id":"fc265460-a698-473f-873e-0a2286c6c5d4","year":2023},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.515693Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:323fe828155449f730c74c7185e85a27839e4e30ae4d7fa6aec33b730c985034","observation_id":"c39e4e1d-c2e7-4feb-b4e2-dd316d5c87fd","resolution":{"observed_at":"2026-08-07T12:22:28.083043Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:27.776421Z","title":"An overview of voice conversion systems,","venue":null,"work_id":"7b7da87b-9113-43ee-8106-5261562ef5a7","year":2017},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.599353Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:37eea81556c52e1435eb82f69fde0b04378c0702063bfbe73cbe6bcd5731a0fe","observation_id":"54a8b288-d6bd-4622-ade6-effdf262f134","resolution":{"observed_at":"2026-08-07T12:22:27.848235Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:27.577207Z","title":"V oice conversion can improve asr in very low-resource settings,","venue":null,"work_id":"e8fb9811-c172-4311-a7e4-b31025563d84","year":2022},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.702328Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:dcd6c01707fd2e052daa72a871834db5686bb57232848a30e81e1c6ef16c8c88","observation_id":"668cda19-d61d-47ed-90c6-41fb20615ee0","resolution":{"observed_at":"2026-08-07T12:22:27.663697Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:27.427244Z","title":"Asr data augmentation in low- resource settings using cross-lingual multi-speaker tts and cross- lingual voice conversion,","venue":null,"work_id":"7741ce63-18ca-44a6-a161-4a8938a12ccc","year":2023},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.794327Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:43da8f89ec79a87049d712778c57e963f1d003fc0c8173b0cae2342955ea2b5d","observation_id":"68d8ede3-5908-4441-bd56-7b14e3e246d7","resolution":{"observed_at":"2026-08-07T12:22:27.479370Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:23.892396Z","title":"V oice conversion based aug- mentation and a hybrid cnn-lstm model for improving speaker- independent keyword recognition on limited datasets,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.892396Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:0cdf7d624e7c6d02e046e144f71c406b2a0aa6e3e6b208d291b5d4b47a6912d4","observation_id":"28128f69-6139-45a4-baea-5522e307ae03","resolution":{"observed_at":"2026-08-07T12:22:23.892396Z","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":"2026-08-07T12:22:27.229929Z","title":"V oice conversion with just nearest neighbors,","venue":null,"work_id":"2ab32216-499a-4dd1-ab9b-63d7cc5e2028","year":2023},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:23.961663Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:5eddc7581379f4b3869b5b1486484aebf227e4264dff230ba4f8f50b59e9bf47","observation_id":"d3d04ce5-6289-41be-b33c-81cf084e5cf7","resolution":{"observed_at":"2026-08-07T12:22:27.320262Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:27.090784Z","title":"Autovc: Zero-shot voice style transfer with only au- toencoder loss,","venue":null,"work_id":"b6520bdb-9cc1-49ac-8f6c-61afd7dfa3e8","year":2019},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.028176Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:c069d0c7a368f1c6364f26428d46f36bda2bd95a23e0af513ef7d145a4fa75bb","observation_id":"834f90cb-3448-4592-9a59-2e1fc022d84c","resolution":{"observed_at":"2026-08-07T12:22:27.152648Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:26.941541Z","title":"Speech resynthesis from dis- crete disentangled self-supervised representations,","venue":null,"work_id":"12079e04-b6a7-46ee-9db4-bf651edb0c3d","year":2021},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.094313Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:99359b3a1b8f726a7188b64da409757586c815cb0dec5e765aeecf4a9ce0d92c","observation_id":"dfefc6e0-e2c5-4f0b-b72a-45f32d9b25b2","resolution":{"observed_at":"2026-08-07T12:22:27.014099Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:24.171290Z","title":"Hifi-gan: Generative adversarial net- works for efficient and high fidelity speech synthesis,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.171290Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:38d8cc1e45a44ab46da42e0cf918343f66114e4aed81cd9076300b71f9da2b90","observation_id":"0c9b6f57-1d0a-4a8d-aa11-876c809b8ff2","resolution":{"observed_at":"2026-08-07T12:22:24.171290Z","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":"2026-08-07T12:22:26.749832Z","title":"Specaugment: A simple data augmentation method for automatic speech recognition,","venue":null,"work_id":"da8febf4-f21a-4cb2-ab08-06a38d21dad1","year":2019},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.258701Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:180e4fd3f963cc3fb5895930e16cb20477b899bb003728545b170fec9ca3c7c2","observation_id":"b0659643-036c-456a-b045-234f91e1b96a","resolution":{"observed_at":"2026-08-07T12:22:26.822805Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:26.598228Z","title":"Where are you from? geolocating speech and ap- plications to language identification,","venue":null,"work_id":"a6da58a2-d29b-45ae-8ac4-a238c6ef0c8b","year":2024},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.333491Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:0e4782871a00b3ee5097612a39ac12fe4c1375af96a72d94d36a0e2cf3e72033","observation_id":"a88407e3-9902-4a4d-8edc-8bac88fc20a4","resolution":{"observed_at":"2026-08-07T12:22:26.673616Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:26.413959Z","title":"Multilingual tedx corpus for speech recognition and translation,","venue":null,"work_id":"bd54a86d-2f98-41ee-a605-52deebcae94d","year":2021},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.406034Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:5fb1c342593c94345ad0d8272ef3d2884609daa8d675d6df8397527baf99cb5b","observation_id":"2c7faa78-ed01-4e63-9182-4d59d3105bf1","resolution":{"observed_at":"2026-08-07T12:22:26.495600Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:26.255295Z","title":"Estimating the level of dialectness predicts inter-annotator agreement in multi-dialect Arabic datasets,","venue":null,"work_id":"1242a1de-97e6-4079-b139-42a4e2dab85e","year":2024},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.501295Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:29e596baf44b4fe705c2cb9c5b2fdfb23e3a474c375e9ba7545d4da0625e3b5e","observation_id":"f66e6c31-1e80-423c-babf-7962ff479148","resolution":{"observed_at":"2026-08-07T12:22:26.332184Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:26.095936Z","title":"ALDi: Quantifying the Arabic level of dialectness of text,","venue":null,"work_id":"7bfb38df-807f-4b85-b605-cb90227da0ac","year":2023},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.599166Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:c2df15e10bfb3cdac5b108945c4e201caf31a24b62d05ae6d016d77c04c1a5d4","observation_id":"e6113a34-dd1b-4d10-bfe9-0142e390ab80","resolution":{"observed_at":"2026-08-07T12:22:26.157690Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:25.948204Z","title":"When sparse traditional models outperform dense neural networks: the curious case of discriminating between similar languages,","venue":null,"work_id":"fa9e3e7a-b271-45aa-829e-2713eae9267e","year":2017},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.668125Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:99b9f73f51cd83a1db2b8b1f7658d32298e00ac3af335d995c3fb73465774802","observation_id":"27496639-603b-4d59-b6b3-d1e79c1066e8","resolution":{"observed_at":"2026-08-07T12:22:26.018218Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:25.803772Z","title":"The interplay of variant, size, and task type in Arabic pre-trained language models,","venue":null,"work_id":"0e7bec79-7537-4e6a-a116-f0611e72ab2b","year":2021},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.740583Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:7ff6efeb1777b795ce0b72821e4ee06d472fc3f95c44478843644ad6551ab398","observation_id":"a52196c9-a31e-49ea-906f-7070445c58b5","resolution":{"observed_at":"2026-08-07T12:22:25.873388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:25.652738Z","title":"XLSR-53: Uni- versal cross-lingual speech representations,","venue":null,"work_id":"fcad81b0-d5a5-44ce-8801-0ae9c561f81d","year":2021},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.815238Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:2e28fd50dfcd347f6243681e47317c4f87dbd7ee8e84288b428ab20b91d6f3a7","observation_id":"2803f510-3a0a-4b53-b290-44c1a25c9ec5","resolution":{"observed_at":"2026-08-07T12:22:25.725243Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:25.482546Z","title":"XLS-R: Self-supervised cross-lingual speech representa- tion learning at scale,","venue":null,"work_id":"b7f05d87-d8d9-4636-91e5-69fd42e134d9","year":2022},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.890597Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:64beecfb2360bc10757c1b5f1e496b4eb125a1df65df49b12001c3f4c51515b3","observation_id":"42330f3e-2cd8-4427-88e0-156b26ca0ee5","resolution":{"observed_at":"2026-08-07T12:22:25.577428Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-07T06:34:17.273281+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T12:22:24.962498Z","title":"Scaling speech technology to 1,000+ languages,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:24.962498Z"},"links":{"citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:bcbf4e5292e772a43c2e4f296cd2a47ad4cae843521844c0cf13d1af8564550d","observation_id":"de3ed23a-903d-4818-8825-a160ae0f07dc","resolution":{"observed_at":"2026-08-07T12:22:24.962498Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1510.08484","last_updated":"2015-10-28T20:59:04Z","snapshot_observed_at":"2026-07-06T04:34:36.474437Z","submitted_at":"2015-10-28T20:59:04Z","title":"MUSAN: A Music, Speech, and Noise Corpus","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1510.08484","snapshot_observed_at":"2026-08-07T12:22:25.078109Z","title":"MUSAN: A Music, Speech, and Noise Corpus,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T12:22:25.078109Z"},"links":{"cited_paper":"/paper/1510.08484","citing_paper":"/paper/2505.24713"},"observation_digest":"sha256:fe072c2c935680b611780f8cdb44c56952410ec4eed74c1c13c49f056f4690e9","observation_id":"974d7c12-8406-4e69-b24f-5ba4d2980927","resolution":{"observed_at":"2026-08-07T12:22:25.078109Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2505.24713","last_updated":"2025-05-30T15:36:08Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-07T12:12:45.840896Z","submitted_at":"2025-05-30T15:36:08Z","title":"Voice Conversion Improves Cross-Domain Robustness for Spoken Arabic Dialect Identification"},"reference_resolution":{"displayed":39,"state_counts":{"malformed_identifier":3,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":6,"verified_exact":1,"verified_fuzzy":28},"total_outbound_references":39},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-07T06:34:17.273281+00:00","source":"crossref"},{"observed_at":"2026-08-07T06:34:11.927384+00:00","source":"retraction_watch"}],"thesis":"As of 7 August 2026, this Paper Citation Record lists 39 of 39 outbound references and 1 inbound Pith citation observation for arXiv:2505.24713."}