{"as_of":"2026-08-18T00:17:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:9733feaee01662c3b09208d57e43c42403ddd36c27f6e3b76be547b1c78b3d0f","coverage":[{"denominator":104,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":100,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-04T01:43:24.373103Z","state":"measured"},{"denominator":100,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":100,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-17T06:30:58.91139+00:00","state":"measured"},{"denominator":0,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":0,"source":"paper_references, paper_reference_links","source_observed_at":null,"state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"cited_works","source_observed_at":null,"state":"measured"}],"external_citation_measurements":[],"inbound":[],"links":{"evidence":"/evidence","html":"/paper/2607.15694/citation-record","integrity":"/paper/2607.15694/integrity","json":"/paper/2607.15694/citation-record.json","paper":"/paper/2607.15694"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2301.02111","last_updated":"2023-01-05T15:37:15Z","snapshot_observed_at":"2026-08-07T10:11:17.796562Z","submitted_at":"2023-01-05T15:37:15Z","title":"Neural Codec Language Models are Zero-Shot Text to Speech Synthesizers","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2301.02111","snapshot_observed_at":"2026-08-04T01:43:14.380745Z","title":"Neural codec language models are zero-shot text to speech synthesizers,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.380745Z"},"links":{"cited_paper":"/paper/2301.02111","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:a022538fe909189d18e97666b22c49ff9f8e64cd672afa0f4fe6079bb68f6981","observation_id":"86777cbe-6b2c-436e-8e72-3dc873f80285","resolution":{"observed_at":"2026-08-04T01:43:14.380745Z","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":"2026-08-04T01:43:14.427135Z","title":"Labor, power, and belonging: The work of voice in the age of AI reproduction,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.427135Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:77e137bd412b188d12539031284213d8399f47897e03d54016acb674ae382569","observation_id":"62acc552-1ad7-4db9-a78d-2940b307c34f","resolution":{"observed_at":"2026-08-04T01:43:14.427135Z","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":"2026-08-04T01:43:14.499966Z","title":"NOMORE無断生成AI (No More Unauthorized Generative AI) campaign,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.499966Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:f02880e2ae02fa108d9bf3a71387626031ac23934d9fe31fcfa806c0225b8469","observation_id":"90fed79c-44d3-4854-ac5f-5c34dfb5918b","resolution":{"observed_at":"2026-08-04T01:43:14.499966Z","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":"2026-08-04T01:43:14.546017Z","title":"Copyright and artificial intelligence, part 1: Digital replicas,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.546017Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ad2b1d39f7be50255b04e7f0823c844c372e61ca1af696fee76d000270091dc9","observation_id":"df09c0d8-fd7f-4f8c-a12b-1e8ec1d69f80","resolution":{"observed_at":"2026-08-04T01:43:14.546017Z","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":"2026-08-04T01:43:14.589880Z","title":"Ensuring likeness, voice, and image security (ELVIS) act of 2024,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.589880Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5ec433aac9cc2ecd8f6bd53fa31de5294e67316a233c011060b5da4ab0dce231","observation_id":"173bf753-3e32-4eb9-94f7-4af0b469bf0c","resolution":{"observed_at":"2026-08-04T01:43:14.589880Z","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":"2026-08-04T01:43:14.690316Z","title":"Judgment of February 2, 2012 (Pink Lady case), Minshu vol. 66, no. 2, p. 89,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.690316Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:8cf3e8277aa5c06847e58d7eef26a1877d486135f3d70c3f5c3a384cc9f9c2cc","observation_id":"79de1f98-5d36-428e-9d5e-63f787a1a97f","resolution":{"observed_at":"2026-08-04T01:43:14.690316Z","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":"2026-08-04T01:43:14.750742Z","title":"Speaker verification by human participants with acting voices perceived as different characters: An experimental study on VTuber fans,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.750742Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5b556724d3f82662fb277996242a0722ee1bcda5b3a7bf1b7a984286014da333","observation_id":"529f3a70-7fc2-4457-bb7d-8136c9200c4e","resolution":{"observed_at":"2026-08-04T01:43:14.750742Z","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":"2026-08-04T01:43:14.834952Z","title":"Probabilistic linear discriminant analysis for inferences about identity,","venue":null,"work_id":null,"year":2007},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.834952Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:31d7b721f1e64967fcd66fda596ba25e9b28b94fad229790038a26f4d77cb1a9","observation_id":"55e57193-0344-4a5e-9313-7921e7d5c991","resolution":{"observed_at":"2026-08-04T01:43:14.834952Z","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":"2026-08-04T01:43:14.886715Z","title":"Front-end factor analysis for speaker verification,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.886715Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:d5b830a8d7f91f618cf3c5d1bbae57f2ca3358421a6f001cbc5af4c27c6fbec5","observation_id":"1bcbdbf2-1456-447d-9e86-ffa44a904e6b","resolution":{"observed_at":"2026-08-04T01:43:14.886715Z","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":"2026-08-04T01:43:14.962159Z","title":"Bayesian speaker verification with heavy-tailed priors,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.962159Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:a009b50941c2b7b6357ebdb382433ba2930df70f07cb9b21f60918558fe6fb16","observation_id":"5aa03d4d-d6e7-47c6-aa32-879fd8154121","resolution":{"observed_at":"2026-08-04T01:43:14.962159Z","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":"2026-08-04T01:43:14.991449Z","title":"Analysis of i-vector length normalization in speaker recognition systems,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:14.991449Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:093a10bff1fe3a4792d0b9b268f98bfa60210247966f3dbc8a9a87dac87fa63a","observation_id":"9ff80320-2265-45b7-b2db-6e7e405d5ac4","resolution":{"observed_at":"2026-08-04T01:43:14.991449Z","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":"2026-08-04T01:43:15.044834Z","title":"Comparison of speaker recognition approaches for real appli- cations,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.044834Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ee2457e323986dd8de7f95784ffd38752939fce1c988ba737dab8cd52fcb266a","observation_id":"7ac9ce2a-f079-46e2-a7b7-08519ced3810","resolution":{"observed_at":"2026-08-04T01:43:15.044834Z","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":"2026-08-04T01:43:15.100934Z","title":"Application-independent evaluation of speaker detection,","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.100934Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:3cde388632a86500e35f8b3ec3429a32abda818b15574ab46f8af9b8b78260e8","observation_id":"2caa849c-a83f-4bfa-b80a-58c0ecde06d0","resolution":{"observed_at":"2026-08-04T01:43:15.100934Z","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":"2026-08-04T01:43:15.150984Z","title":"Hubs in space: Popular nearest neighbors in high-dimensional data,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.150984Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:089152a32a5ec148737811c6cdbacf0924435e13626e7574d86c504d8363450d","observation_id":"2dd5867c-220d-4b53-b212-e5eb2d6e5b80","resolution":{"observed_at":"2026-08-04T01:43:15.150984Z","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":"2026-08-04T01:43:15.240170Z","title":"Score normaliza- tion for text-independent speaker verification systems,","venue":null,"work_id":null,"year":2000},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.240170Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:0f2d4352142599ea5f5a6874d2ed285711a608da95aa98c22cc1b46ff9f23736","observation_id":"7e0ab360-b2bb-4a94-b0e1-86c3d5acfb90","resolution":{"observed_at":"2026-08-04T01:43:15.240170Z","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":"2026-08-04T01:43:15.306576Z","title":"Rose,Forensic Speaker Identification","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.306576Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:40e5db48121007bc6f0e6ce13532f83a350b9949d737808e0666592a493b4c25","observation_id":"854a6e52-f753-48f4-a513-b0b457b5beb9","resolution":{"observed_at":"2026-08-04T01:43:15.306576Z","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":"2026-08-04T01:43:15.348140Z","title":"Forensic voice comparison and the paradigm shift,","venue":null,"work_id":null,"year":2009},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.348140Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:c63b9947b61dba2c11396022d9b8274cf8e2f65b6119e31e31ca76e72fbe10f7","observation_id":"03a19cb7-1c16-4a9e-a65b-fa36116c1fa6","resolution":{"observed_at":"2026-08-04T01:43:15.348140Z","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":"2026-08-04T01:43:15.424070Z","title":"The relevant population in forensic voice comparison: Effects of varying delimitations of social class and age,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.424070Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5943c78092c2999e9a4a559f3054af3455625cf3ec7a09a80f51dd69705f2e82","observation_id":"c01a73de-bfd6-4643-abe8-7dc680ed5647","resolution":{"observed_at":"2026-08-04T01:43:15.424070Z","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":"2026-08-04T01:43:15.503053Z","title":"The use of multiple measurements in taxonomic prob- lems,","venue":null,"work_id":null,"year":1936},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.503053Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:2568254b7120eed124033226229e391723519fa1113c80b320ad86ded6e8f8ba","observation_id":"6824d9b5-04f0-4fcd-b8ed-2f5309f59033","resolution":{"observed_at":"2026-08-04T01:43:15.503053Z","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":"2026-08-04T01:43:15.558676Z","title":"Within-class covariance normalization for SVM-based speaker recognition,","venue":null,"work_id":null,"year":2006},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.558676Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:e392bb36cf66f6450f91d1689d05ec5e493cb088fe86cf24f4ad03dcdefa4434","observation_id":"ed64b886-7e80-4db5-8b4f-a8858e094107","resolution":{"observed_at":"2026-08-04T01:43:15.558676Z","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":"2026-08-04T01:43:15.599826Z","title":"The speaker partitioning problem,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.599826Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:02e1e405c88cf3333a71d3a796e5a507a66fe7853ba6ede016af5a9f4b8e1ec1","observation_id":"0f9a3a33-210d-4812-84c5-8007c0ed43fe","resolution":{"observed_at":"2026-08-04T01:43:15.599826Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1908.06248","last_updated":"2019-08-17T06:04:46Z","snapshot_observed_at":"2026-08-17T09:27:25.572276Z","submitted_at":"2019-08-17T06:04:46Z","title":"JVS corpus: free Japanese multi-speaker voice corpus","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1908.06248","snapshot_observed_at":"2026-08-04T01:43:15.717216Z","title":"JVS corpus: Free Japanese multi-speaker voice corpus,","venue":null,"work_id":null,"year":1908},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.717216Z"},"links":{"cited_paper":"/paper/1908.06248","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:3c0e9648bbdad0dff3cae6bdedb245bce289a6404d90235bca1473d524fa1182","observation_id":"6ceb33f2-d07f-4567-a5e6-b48b6cbdb1d6","resolution":{"observed_at":"2026-08-04T01:43:15.717216Z","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":"2026-08-04T01:43:15.774895Z","title":"Common V oice: A massively-multilingual speech corpus,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.774895Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:0a7584c9d13557faa6363b831e7cfadc349742c1fb5a13f68bbaadca8b81547e","observation_id":"a20d7039-5c9e-4a01-af7e-d8d17482309c","resolution":{"observed_at":"2026-08-04T01:43:15.774895Z","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":"2026-08-04T01:43:15.889192Z","title":"Phoneme recognition using time-delay neural networks,","venue":null,"work_id":null,"year":1989},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:15.889192Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:97e36b74b51d3e19926a73c7e2873a9c1beb4f4ad2347dc09c3c8e00047d6964","observation_id":"90cde5b2-19ea-431a-a5d6-1d8eaee1eadb","resolution":{"observed_at":"2026-08-04T01:43:15.889192Z","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":"2026-08-04T01:43:16.011039Z","title":"X-vectors: Robust DNN embeddings for speaker recognition,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.011039Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:23ae4a5a5c6820d403aaf308cd36cb44e9e27d18ddc501be1ef3ebbdba6f3f53","observation_id":"aba6e590-0e0c-417c-bd2f-231626f0f3f0","resolution":{"observed_at":"2026-08-04T01:43:16.011039Z","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":"2026-08-04T01:43:16.094815Z","title":"ECAPA-TDNN: Emphasized channel attention, propagation and aggregation in TDNN based speaker verification,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.094815Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:382aee9b8bb48f603ca693570f54d1ea988c68b055aa3bbf31664c2272c3cef0","observation_id":"588b343f-f7a9-43d3-aaf7-8caef87216bd","resolution":{"observed_at":"2026-08-04T01:43:16.094815Z","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":"2026-08-04T01:43:16.233642Z","title":"WavLM: Large-scale self-supervised pre- training for full stack speech processing,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.233642Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:f0810446178f1d50fbfe709b471bee8b25d3b7885b89631fac27d7eab7f4dcda","observation_id":"6abfce03-d053-4e19-b03d-8cf7366e1c39","resolution":{"observed_at":"2026-08-04T01:43:16.233642Z","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":"2026-08-04T01:43:16.331358Z","title":"HuBERT: Self-supervised speech representation learning by masked prediction of hidden units,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.331358Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:3f34c85ae687753d005d53d97be595162703dda522be0eda3ad353cac16f67bf","observation_id":"80411f4a-f6c5-4dd3-ac2b-80a20263ef19","resolution":{"observed_at":"2026-08-04T01:43:16.331358Z","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":"2026-08-04T01:43:16.452217Z","title":"CAM++: A fast and efficient network for speaker verification using context-aware masking,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.452217Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:aaa2d2b890958c62a9e3c601c03e9651bf03c6969a068e4db531500f9d0d4326","observation_id":"3ac2cf82-0877-45fd-a346-7e745a0a4165","resolution":{"observed_at":"2026-08-04T01:43:16.452217Z","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":"2026-08-04T01:43:16.619784Z","title":"Reshape dimensions network for speaker recognition,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.619784Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:6e73da361442bb8ba59ebfa2a91abfc34df92b0d92398c481db6f681084f88e4","observation_id":"d19d3f1a-d15b-4043-853e-16e510b83657","resolution":{"observed_at":"2026-08-04T01:43:16.619784Z","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":"2026-08-04T01:43:16.765245Z","title":"An enhanced Res2Net with local and global feature fusion for speaker verification,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.765245Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5f8576b6f300820856ad1fc2a4ea2877d1c6adb2f1c110bd4f8f86d2fcf97827","observation_id":"4d26f80f-5b87-4e72-9c67-67da03d851e3","resolution":{"observed_at":"2026-08-04T01:43:16.765245Z","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":"2026-08-04T01:43:16.848599Z","title":"V oxCeleb: A large-scale speaker identification dataset,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.848599Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:26bf7745bd1f32deb4e79798e628e82048e00e40e09b218a5d7519bf99f7466d","observation_id":"320fd544-5315-4a54-bf24-b09adcf8e452","resolution":{"observed_at":"2026-08-04T01:43:16.848599Z","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":"2026-08-04T01:43:16.964699Z","title":"Analysis of score normalization in multilingual speaker recognition,","venue":null,"work_id":null,"year":2017},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:16.964699Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:871a8e8f47931bc3ddfb4cb6b769750bf3b6ec79472098b6fb774da3755f91c2","observation_id":"1d4cafa0-01fc-4ee0-989c-67f92d834f1f","resolution":{"observed_at":"2026-08-04T01:43:16.964699Z","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":"2026-08-04T01:43:17.091488Z","title":"Local and global scaling reduce hubs in space,","venue":null,"work_id":null,"year":2012},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.091488Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:a5fdc85b94f39e2b27e26c7a7ca2fdf5f54989f0d8190795030cb39cf3a133bf","observation_id":"5a35c07f-310f-45fa-8c04-aaeab920e962","resolution":{"observed_at":"2026-08-04T01:43:17.091488Z","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":"2026-08-04T01:43:17.199397Z","title":"Accurate image search using the contextual dissimilarity measure,","venue":null,"work_id":null,"year":2010},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.199397Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:6278b70df420eadf76eea390037182977d2275fa1a90d36766d27e6d75c20ea9","observation_id":"ad0a9077-080d-48f0-8e2d-100de7b26295","resolution":{"observed_at":"2026-08-04T01:43:17.199397Z","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":"2026-08-04T01:43:17.331258Z","title":"Word translation without parallel data,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.331258Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ef43843fa78881c6152c2b47dadb92518b9a329e9702c1197ee3b719d9bc05ae","observation_id":"5a0d9b32-f97f-4730-a419-6dfdadeb8669","resolution":{"observed_at":"2026-08-04T01:43:17.331258Z","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":"2026-08-04T01:43:17.460388Z","title":"A comprehensive empirical comparison of hubness reduction in high-dimensional spaces,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.460388Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:fac4ccac4a54ca25738ae4310e4ae589aa69adc9314d497749f5d3f70fde7722","observation_id":"70970e1e-498f-4b0a-b92d-e39024afa3b6","resolution":{"observed_at":"2026-08-04T01:43:17.460388Z","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":"2026-08-04T01:43:17.604107Z","title":"Introducing the V oicePrivacy initiative,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.604107Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5770b84fc0fe41e97e6a468ba3b41ed2846d014f92aa1933b198404135e4367b","observation_id":"a5163f12-7856-43e1-b682-23682eed0fb9","resolution":{"observed_at":"2026-08-04T01:43:17.604107Z","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":"2026-08-04T01:43:17.741403Z","title":"ASVspoof 2015: The first automatic speaker verification spoofing and countermeasures challenge,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.741403Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:e59867632195bb91e4f25079f51c5d4627088dc664c6af3a54a68cef04d42ff5","observation_id":"dcb3a750-1950-423a-abfd-aee7b92b9417","resolution":{"observed_at":"2026-08-04T01:43:17.741403Z","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":"2026-08-04T01:43:17.867092Z","title":"ASVspoof 2021: Accelerating progress in spoofed and deepfake speech detection,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.867092Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5bd8d64498e511fd811673fb0170952c2601cdf3d2a7bff78396e377c6cbbedf","observation_id":"02f5a4ba-1052-4ad3-9693-6908e781cc4a","resolution":{"observed_at":"2026-08-04T01:43:17.867092Z","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":"2026-08-04T01:43:17.972021Z","title":"t-DCF: A detection cost function for the tandem assessment of spoofing countermeasures and automatic speaker verification,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:17.972021Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5e95378750caa2f8a2e3605f858e2ca35aee5408923bd227a925d8813dfd1cc1","observation_id":"3d7c5110-41aa-43d2-98d2-760c242283a7","resolution":{"observed_at":"2026-08-04T01:43:17.972021Z","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":"2026-08-04T01:43:18.140857Z","title":"SASV 2022: The first spoofing- aware speaker verification challenge,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.140857Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:39cc918ab1e580d8e9ef413a955bb0107d2fa245a6a72dc380633ca1ac777a39","observation_id":"db4e62d4-5f55-4b1a-8e08-d60de130349b","resolution":{"observed_at":"2026-08-04T01:43:18.140857Z","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":"2026-08-04T01:43:18.225330Z","title":"ASVspoof 5: Crowdsourced speech data, deepfakes, and adversarial attacks at scale,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.225330Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:e829a9bb4304594d3d0d68af5804063e283460461eb00c375d8ef92d1c3fc729","observation_id":"f4055ac5-6997-4e5b-b11c-b5e76e463dd1","resolution":{"observed_at":"2026-08-04T01:43:18.225330Z","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":"2026-08-04T01:43:18.294758Z","title":"SpoofCeleb: Speech deepfake detection and SASV in the wild,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.294758Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:1750421c78308d668eeae455d65b712f3b75659d14960716873b3e7ec8738c48","observation_id":"075031fd-9276-4a9c-9f59-b7aab481294e","resolution":{"observed_at":"2026-08-04T01:43:18.294758Z","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":"2026-08-04T01:43:18.380605Z","title":"Does audio deepfake detection generalize?","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.380605Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:47b5e850bbbabd72558206e5b75d4744ea35c88146c215b5c2f390811d15004a","observation_id":"865b22bd-16ec-4ebc-ae29-af127e9a7552","resolution":{"observed_at":"2026-08-04T01:43:18.380605Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2407.11510","last_updated":"2024-07-16T08:49:30Z","snapshot_observed_at":"2026-08-17T14:56:55.000988Z","submitted_at":"2024-07-16T08:49:30Z","title":"VoxBlink2: A 100K+ Speaker Recognition Corpus and the Open-Set Speaker-Identification Benchmark","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2407.11510","snapshot_observed_at":"2026-08-04T01:43:18.513873Z","title":"V oxBlink2: A 100K+ speaker recognition corpus and the open-set speaker-identification benchmark,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.513873Z"},"links":{"cited_paper":"/paper/2407.11510","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:a8e4ad7eb923dc22c763b6eccee851f81bab9f0623ae7955524b1bb1c870b2a1","observation_id":"305175d9-06fa-4026-acac-8e41d2f8f7ac","resolution":{"observed_at":"2026-08-04T01:43:18.513873Z","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":"2026-08-04T01:43:18.575144Z","title":"An initial investigation for detecting vocoder fingerprints of fake audio,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.575144Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:0126645841780da2e24903c54920b6ae5098c24be2d6e68eb0abff313e10ecbc","observation_id":"d49487c6-4f9b-4fe9-9965-10d33c855699","resolution":{"observed_at":"2026-08-04T01:43:18.575144Z","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":"2026-08-04T01:43:18.712723Z","title":"Source tracing of audio deepfake systems,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.712723Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:bda99f450e42f0c0e83383d13a95511744fb95d3645d2b34566cba927a549033","observation_id":"7fc8a9fd-e98e-41b5-8e1e-6c3f615debd7","resolution":{"observed_at":"2026-08-04T01:43:18.712723Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2505.14188","last_updated":"2025-05-20T10:42:48Z","snapshot_observed_at":"2026-08-07T15:36:32.298738Z","submitted_at":"2025-05-20T10:42:48Z","title":"Source Verification for Speech Deepfakes","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2505.14188","snapshot_observed_at":"2026-08-04T01:43:18.782936Z","title":"Source ver- ification for speech deepfakes,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.782936Z"},"links":{"cited_paper":"/paper/2505.14188","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:be4e6194e1d62af56383734942d869ce7c9dd16010d153ae5795a79c15f639e1","observation_id":"3d943d66-a6a8-4dab-9ea4-a0fe8ac43e83","resolution":{"observed_at":"2026-08-04T01:43:18.782936Z","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":"2026-08-04T01:43:18.896684Z","title":"Identifying source speakers for voice conversion based spoofing attacks on speaker verification systems,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:18.896684Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:24752a0ab6c2a0bfddc2432cd98cee7157482540c5a966b5bd39232e34caa81b","observation_id":"d9b806df-047e-4ba8-8872-8493548823a8","resolution":{"observed_at":"2026-08-04T01:43:18.896684Z","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":"2026-08-04T01:43:19.045793Z","title":"Bias in automated speaker recogni- tion,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.045793Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:b8b95724ce25612e8742fbd46a2f46e6ef6ff66c759ad92b1c3398ed3e43e95f","observation_id":"bc5c9694-6972-4259-91fe-7baa91db3724","resolution":{"observed_at":"2026-08-04T01:43:19.045793Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2112.09323","last_updated":"2021-12-17T05:09:44Z","snapshot_observed_at":"2026-08-16T17:33:52.654926Z","submitted_at":"2021-12-17T05:09:44Z","title":"JTubeSpeech: corpus of Japanese speech collected from YouTube for speech recognition and speaker verification","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2112.09323","snapshot_observed_at":"2026-08-04T01:43:19.142781Z","title":"JTubeSpeech: Corpus of Japanese speech collected from YouTube for speech recognition and speaker verification,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.142781Z"},"links":{"cited_paper":"/paper/2112.09323","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:b09c608b7665ff4b899132c8aad7eb027f462d1246b81724e7bef56564f521e3","observation_id":"242e5a5a-58f9-45f6-903e-81cd9bf10034","resolution":{"observed_at":"2026-08-04T01:43:19.142781Z","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":"2026-08-04T01:43:19.221989Z","title":"anime_speaker_embedding: A speaker-embedding model trained to separate Japanese voice actors,","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.221989Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:a1276744ef98a69329e2ec953892f1442abf79fb2c0e8736a10ade4411b92a07","observation_id":"29225618-26e9-4fa1-88ee-ead712458cad","resolution":{"observed_at":"2026-08-04T01:43:19.221989Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2411.09943","last_updated":"2024-11-15T04:43:44Z","snapshot_observed_at":"2026-08-13T06:34:37.505459Z","submitted_at":"2024-11-15T04:43:44Z","title":"Zero-shot Voice Conversion with Diffusion Transformers","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2411.09943","snapshot_observed_at":"2026-08-04T01:43:19.292962Z","title":"Zero-shot voice conversion with diffusion Transformers,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.292962Z"},"links":{"cited_paper":"/paper/2411.09943","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:80223b521156087828d7913c643e89ef4a6449229d291517a8962b7cdd064f08","observation_id":"c19194d9-67a2-41f6-87b9-cd07aaaeab6b","resolution":{"observed_at":"2026-08-04T01:43:19.292962Z","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":"2026-08-04T01:43:19.366429Z","title":"GPT-SoVITS: Few-shot voice cloning and text-to-speech,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.366429Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5f6a8d8b8f9f43d4fc4b58faea25860ed6fb941e4eb9116166683fb7e2ce0e47","observation_id":"9c138c74-c846-415d-bef4-b9a4804ec205","resolution":{"observed_at":"2026-08-04T01:43:19.366429Z","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":"2026-08-04T01:43:19.432006Z","title":"Irodori-TTS: A flow matching-based text-to-speech model with emoji-driven style control,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.432006Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:714235bd47df051dd62aecf1d301e810a43b2655dbf3b0366987c2498461d91d","observation_id":"1f3fafd9-cd4a-4d31-83f2-7771fb5a4bdb","resolution":{"observed_at":"2026-08-04T01:43:19.432006Z","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":"2026-08-04T01:43:19.483094Z","title":"Semantic-DACV AE-Japanese-32dim: Lightweight audio V AE for Japanese speech,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.483094Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:d50d0ff1bf406ea4505aa011ca412253e9704d0672bf7176070d1e945f9929a7","observation_id":"ea7aaef4-fa9e-4806-a554-c3f66542f891","resolution":{"observed_at":"2026-08-04T01:43:19.483094Z","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":"2026-08-04T01:43:19.541533Z","title":"Verification of the effectiveness of a speaker verification system for acting voices,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.541533Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:366747c16c81e3ccae3c4bfe88c17d370038ceac057eaacf0ad3e65ffed18d20","observation_id":"d47191ec-2d9f-4236-9246-00d9c8d7f4e0","resolution":{"observed_at":"2026-08-04T01:43:19.541533Z","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":"2026-08-04T01:43:19.609843Z","title":"Acoustical features related to represen- tations of age and gender in acting voices by female voice actors,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.609843Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:c53c35c91787c4717dc184d2c1fae49b1534eed582ccdfca79fcc36a5e8219b2","observation_id":"0e7190e3-c385-4cc3-9027-d81a4f9b45d4","resolution":{"observed_at":"2026-08-04T01:43:19.609843Z","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":"2026-08-04T01:43:19.690365Z","title":"Experimental research on voice perception with character voices by professional voice actors,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":60,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.690365Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:79ada2acd3ae437709242bbefec2c3db634cccf8c317ac8e8737a54a3ab5610b","observation_id":"000739c8-ee5d-4ce4-9cee-f9e94aebfd06","resolution":{"observed_at":"2026-08-04T01:43:19.690365Z","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":"2026-08-04T01:43:19.738228Z","title":"Seiy ¯u meikan (voice-actor directory), Seiyu Grand Prix official web site,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":61,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.738228Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:b9e66fa7a170e07c6113895cb5e85ef1c9392503f4970a91bb9052d233bac97c","observation_id":"8731f7ac-ee76-4107-a9d6-61e4fcc61ef4","resolution":{"observed_at":"2026-08-04T01:43:19.738228Z","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":"2026-08-04T01:43:19.824790Z","title":"librosa: Audio and music signal analysis in Python,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":62,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.824790Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:518f5fe5798a98707e8051890020625b4c955d4b476bec4c69e043d4ec3a4093","observation_id":"02fd1b64-f635-4b58-b945-c67945217015","resolution":{"observed_at":"2026-08-04T01:43:19.824790Z","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":"2026-08-04T01:43:19.935135Z","title":"japanese-hubert-base-k2,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":63,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:19.935135Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:0369ce5b1d80db9950f076042f306594816e718e5177d30cd8362fc35981e444","observation_id":"a240492c-7b4e-465b-98d0-5eb3b1d7161d","resolution":{"observed_at":"2026-08-04T01:43:19.935135Z","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":"2026-08-04T01:43:20.045774Z","title":"ReazonSpeech: A free and massive corpus for Japanese ASR,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":64,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.045774Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:9ba11753a3662dff39ed83e0cea2fcc803d77ad5db5b9d793ad35ffc02f806ff","observation_id":"ef87ee5c-bdac-42d8-97ff-627cfe0a1405","resolution":{"observed_at":"2026-08-04T01:43:20.045774Z","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":"2026-08-04T01:43:20.099216Z","title":"xvec- tor_jtubespeech: An x-vector speaker-embedding model trained on JTubeSpeech,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":65,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.099216Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:92b75a016868f0d0714493eb2865b895102c9e5e53144962454a35dc4064eaf7","observation_id":"102ea001-44fb-4d80-ad3b-cdad214b7271","resolution":{"observed_at":"2026-08-04T01:43:20.099216Z","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":"2026-08-04T01:43:20.153520Z","title":"VNDB: The Visual Novel Database,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":66,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.153520Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ad163874b9f3569657e52df2a0fc3e9f27f89103d89b1820cbe82e4c2c416d58","observation_id":"58ff28f1-bd69-4058-bb0e-3e09c7394bed","resolution":{"observed_at":"2026-08-04T01:43:20.153520Z","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":"2026-08-04T01:43:20.287614Z","title":"Copyright act (act no. 48 of 1970, as amended),","venue":null,"work_id":null,"year":1970},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":67,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.287614Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:c6ed8cde069f4466e06fdb1b3e4ae7c00a8c1a9ed147289f8cf6d9a70a0c054c","observation_id":"c9ac7588-3e59-47b0-8ff2-9c50b818d0f6","resolution":{"observed_at":"2026-08-04T01:43:20.287614Z","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":"2026-08-04T01:43:20.349133Z","title":"Controlling the false discovery rate: A practical and powerful approach to multiple testing,","venue":null,"work_id":null,"year":1995},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":68,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.349133Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:1e8c4bfe9dc671a4cac5cd4f466a13f5c00a67a067d6f355bdd946548c3a42ea","observation_id":"c000097f-5e05-438a-9a37-96514ee9c05e","resolution":{"observed_at":"2026-08-04T01:43:20.349133Z","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":"2026-08-04T01:43:20.351158Z","title":"A simple sequentially rejective multiple test procedure,","venue":null,"work_id":null,"year":1979},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":69,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.351158Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:069ec5dc04c61dd9690455fd862c12a7dc6e8c284fff42623289c13b436808e2","observation_id":"2c184d9c-1298-415c-ae92-611fd56f5320","resolution":{"observed_at":"2026-08-04T01:43:20.351158Z","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":"2026-08-04T01:43:20.370206Z","title":null,"venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":70,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.370206Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:e96e37e3e527984a9062cd3f62fe47cd1a546e1843bfc014812efc8738b73f95","observation_id":"42e87aa9-8984-4dc8-a27f-b9d9b1d35255","resolution":{"observed_at":"2026-08-04T01:43:20.370206Z","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":"2026-08-04T01:43:20.417237Z","title":"NPLDA: A deep neural PLDA model for speaker verification,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":71,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.417237Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:2c1e7454a389a4f16e88af9dca4571ed60684f927a7465425afd08c31a450733","observation_id":"c78cc080-0aa3-436f-bba2-e694875c55f9","resolution":{"observed_at":"2026-08-04T01:43:20.417237Z","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":"2026-08-04T01:43:20.568951Z","title":"The DET curve in assessment of detection task performance,","venue":null,"work_id":null,"year":1997},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":72,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.568951Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:d250926dbf44efd655568f2ce3ae0eb3eada621b031bdeed87a3ba4cd7a419b5","observation_id":"cf6b49a5-a0d2-4c87-afc7-995129ef955f","resolution":{"observed_at":"2026-08-04T01:43:20.568951Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2212.04356","last_updated":"2022-12-06T18:46:04Z","snapshot_observed_at":"2026-08-16T23:32:22.645653Z","submitted_at":"2022-12-06T18:46:04Z","title":"Robust Speech Recognition via Large-Scale Weak Supervision","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2212.04356","snapshot_observed_at":"2026-08-04T01:43:20.631229Z","title":"Robust speech recognition via large-scale weak supervision,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":73,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.631229Z"},"links":{"cited_paper":"/paper/2212.04356","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:b822588a5857384c811bc15c0b9cc3aff74d28f498d703ad035c0eae142eca9f","observation_id":"c69a444f-8749-4cb0-a6d8-93f828181329","resolution":{"observed_at":"2026-08-04T01:43:20.631229Z","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":"2026-08-04T01:43:20.777405Z","title":"faster-whisper: Faster Whisper transcription with CTrans- late2,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":74,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.777405Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:1748db82e56fb390f4c56206a5e7bbb6076d71f433faae69b78367e024eeb281","observation_id":"0d323792-8e40-419b-adb7-5ae8b1a21b2f","resolution":{"observed_at":"2026-08-04T01:43:20.777405Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2110.01200","last_updated":"2021-10-04T05:48:25Z","snapshot_observed_at":"2026-08-16T17:52:08.000106Z","submitted_at":"2021-10-04T05:48:25Z","title":"AASIST: Audio Anti-Spoofing using Integrated Spectro-Temporal Graph Attention Networks","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2110.01200","snapshot_observed_at":"2026-08-04T01:43:20.936772Z","title":"AASIST: Audio anti-spoofing using integrated spectro-temporal graph attention networks,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":75,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:20.936772Z"},"links":{"cited_paper":"/paper/2110.01200","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:11e3a6003c7a09ea7ee31c762e4f1137e345c9eed73f7715a640d810a9cd7d95","observation_id":"e8253293-61cc-4cd7-8d42-e1c5d5f67c9c","resolution":{"observed_at":"2026-08-04T01:43:20.936772Z","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":"2026-08-04T01:43:21.056688Z","title":"Automatic speaker verification spoofing and deepfake detection using wav2vec 2.0 and data augmentation,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":76,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.056688Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:25499fd54f9dad1172e6a0ba65fea67ac1986b40ed30a566c5e9440e6edb2b5e","observation_id":"00bd7433-6628-4bfa-8c71-3062f7335dba","resolution":{"observed_at":"2026-08-04T01:43:21.056688Z","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":"2026-08-04T01:43:21.145154Z","title":"V oice conversion with just nearest neighbors,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":77,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.145154Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:4fb2eeb011d5428307d781bce1ce90a3208b7d4d894d50ad16ccd5b277158a2b","observation_id":"994fc45a-687d-40ae-80a0-b4cb5ff6a87d","resolution":{"observed_at":"2026-08-04T01:43:21.145154Z","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":"2026-08-04T01:43:21.268807Z","title":"Resemblyzer: Analyze and compare voices with deep learning,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":78,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.268807Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:5c90d5f65c3403ee17982b02818abb0c9ad4917d0001eb766c3af8a5ce9e90ab","observation_id":"462b5bd1-726b-4686-b182-ccda5404b716","resolution":{"observed_at":"2026-08-04T01:43:21.268807Z","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":"2026-08-04T01:43:21.373261Z","title":"Generalized end-to- end loss for speaker verification,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":79,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.373261Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:729b60de922989a9e9c67f5c7604d4e2a7ab5814503b54fec5db04b469ec8de8","observation_id":"814c9252-4e67-46fd-a575-0faaa4565f71","resolution":{"observed_at":"2026-08-04T01:43:21.373261Z","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":"2026-08-04T01:43:21.483021Z","title":"The T05 system for the V oiceMOS Challenge 2024: Transfer learning from deep image classifier to naturalness MOS prediction of high-quality synthetic speech,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":80,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.483021Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:391cd47dab014d9a4b52e5a5e8d348d3a00f4c46938f86fab4db5beffc23c972","observation_id":"9dcbcf6a-e200-4451-8c3f-da8c74db5780","resolution":{"observed_at":"2026-08-04T01:43:21.483021Z","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":"2026-08-04T01:43:21.587382Z","title":"PromptTTS: Control- lable text-to-speech with text descriptions,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":81,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.587382Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:b4a4bbb80cf3fbd2f0a7bbbccaf09ecba127bd49af4b8ac63b4a2a03235ca623","observation_id":"970b229a-6d51-4e98-96c8-e33375bc0cd5","resolution":{"observed_at":"2026-08-04T01:43:21.587382Z","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":"2026-08-04T01:43:21.743951Z","title":"Silhouettes: A graphical aid to the interpretation and validation of cluster analysis,","venue":null,"work_id":null,"year":1987},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":82,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.743951Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:68213acc11d241b9fdc9b955c9deb43883c1fee4aa459cd32b5a20eb54328fb3","observation_id":"fdfb9ba2-8aac-4857-97d6-e29ff5ef5f63","resolution":{"observed_at":"2026-08-04T01:43:21.743951Z","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":"2026-08-04T01:43:21.846059Z","title":"Scikit-learn: Machine learning in Python,","venue":null,"work_id":null,"year":2011},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":83,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.846059Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ec89bc37cacd2fabbf4a0311a920cd16fd21d45fa14eeb0f53cb578ac064570f","observation_id":"690b1eef-978e-462f-ba3b-fe5e8a89cd18","resolution":{"observed_at":"2026-08-04T01:43:21.846059Z","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":"2026-08-04T01:43:21.961191Z","title":"BigV- GAN: A universal neural vocoder with large-scale training,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":84,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:21.961191Z"},"links":{"cited_paper":"/paper/2206.04658","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:80f4b9e0c5e43bff8df2438ea4e9a32e59cf00038d35bafadaf15b93b564d806","observation_id":"a2325b15-5f9a-46d0-8265-9b3319349523","resolution":{"observed_at":"2026-08-04T01:43:21.961191Z","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":"2026-08-04T01:43:22.186330Z","title":"UMAP: Uniform manifold approximation and projection,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":85,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:22.186330Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:c5e2a1d409499bc181f37c9f76b2fe06562fe8af277d7921aff81bf08aa4953f","observation_id":"bc75ac46-5b08-4555-9db7-fed8a2569dfc","resolution":{"observed_at":"2026-08-04T01:43:22.186330Z","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":"2026-08-04T01:43:22.304644Z","title":"Finding and evaluating community structure in networks,","venue":null,"work_id":null,"year":2004},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":86,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:22.304644Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:26659cba8891c57b8c293945e13c54beaabaf059805326e0f4f7682ca7eb2fa9","observation_id":"8c3eaf58-89b5-4866-b1bd-2120ad4d6842","resolution":{"observed_at":"2026-08-04T01:43:22.304644Z","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":"2026-08-04T01:43:22.489660Z","title":"Specificity and stability in topology of protein networks,","venue":null,"work_id":null,"year":2002},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":87,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:22.489660Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ee2f16cec290938413b340b3e5c18446f89332db3c528e68564b414a2e5f9c6e","observation_id":"f4d20cd6-0957-45c8-9b71-63a6b27be3bd","resolution":{"observed_at":"2026-08-04T01:43:22.489660Z","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":"2026-08-04T01:43:22.642346Z","title":"Recommendation ITU-R BS.1770-5: Algorithms to measure audio programme loudness and true-peak audio level,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":88,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:22.642346Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:3e1eab6141dc934194cd678750b61cc94bf94a48cf6c8c8a5c1b4362aa152daf","observation_id":"987054d3-100c-4047-af34-7dd522a62f75","resolution":{"observed_at":"2026-08-04T01:43:22.642346Z","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":"2026-08-04T01:43:22.788225Z","title":"C2PA tech- nical specification, version 2.1,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":89,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:22.788225Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:228bc7d6180bce6d64c5e987526c7c690e6cf8fbaa67ef7cbdf754fb55548aab","observation_id":"a5c12242-e4a1-4710-a719-b861ec9ccb4f","resolution":{"observed_at":"2026-08-04T01:43:22.788225Z","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":"2026-08-04T01:43:22.888314Z","title":"Detecting audio generated by ElevenLabs with SynthID,","venue":null,"work_id":null,"year":2026},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":90,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:22.888314Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:86cd96db9befbfbd636a16976daf9fd3e6a8cb5372e1a67923d7aff70023082b","observation_id":"464b73cd-cb1b-48c9-9d6f-dd039c0b4fbd","resolution":{"observed_at":"2026-08-04T01:43:22.888314Z","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":"2026-08-04T01:43:23.033076Z","title":"Listen to your favorite books and articles voiced by icons,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":91,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.033076Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:34c67e2b93240c90b99541a318cb69ae1c3fdae3769f5e45a0e80057ea59aa5a","observation_id":"4191a521-2983-4b3f-94d8-78caf246528b","resolution":{"observed_at":"2026-08-04T01:43:23.033076Z","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":"2026-08-04T01:43:23.133228Z","title":"Respeecher implements content cre- dentials for voice marketplace to combat synthetic speech misuse,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":92,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.133228Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:a93674c701323f6fb403ec1e104883588f4fc233f007b01edb8a8942228023d3","observation_id":"7a081dd0-a096-4c7c-8030-790dd334a648","resolution":{"observed_at":"2026-08-04T01:43:23.133228Z","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":"2026-08-04T01:43:23.204516Z","title":"What is personal voice? Azure AI speech documentation,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":93,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.204516Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:94595bd512ea13efc02839571b9f7e776336205ab19549faf23c01f42af50130","observation_id":"468d79c9-deb6-43d6-9a4c-a22f3f84d420","resolution":{"observed_at":"2026-08-04T01:43:23.204516Z","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":"2026-08-04T01:43:23.353484Z","title":"Navigating the challenges and opportu- nities of synthetic voices,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":94,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.353484Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:7804195ecdc6869dfbb5051f87d8231728bcde042d5c161941d8ba4c9e237fcc","observation_id":"11af3096-fbfc-4391-87a7-74da2ffe8e7e","resolution":{"observed_at":"2026-08-04T01:43:23.353484Z","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":"2026-08-04T01:43:23.553342Z","title":"Proactive detection of voice cloning with localized watermarking,","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":95,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.553342Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:12544024f593f00d44d6375d169ff42311b7ca20b4e49dbd7a6009915edf4758","observation_id":"591a6d25-83ff-4cd8-a2c6-5017609b9d8f","resolution":{"observed_at":"2026-08-04T01:43:23.553342Z","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":"2026-08-04T01:43:23.741472Z","title":"General understanding on AI and copy- right in Japan (AIと著作権に関す る考え方に つ い て),","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":96,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.741472Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:36de0224c27cb4bafdbbcb079fba03ca09c61a50e16ce944c31d451890bbffd5","observation_id":"3fc6b763-66df-4a2a-9da3-edf326c127d6","resolution":{"observed_at":"2026-08-04T01:43:23.741472Z","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":"2026-08-04T01:43:23.897307Z","title":"On the invertibility of a voice privacy system using embedding alignment,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":97,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:23.897307Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:d114b211f17a4ced3376962d123cce0bf5a91c4199f46adfa751d8a284aba93d","observation_id":"42b1fe03-2f30-46be-881b-3449a0869032","resolution":{"observed_at":"2026-08-04T01:43:23.897307Z","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":"2026-08-04T01:43:24.077381Z","title":"Act on the protection of personal information (APPI), act no. 57 of 2003, as amended,","venue":null,"work_id":null,"year":2003},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":98,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:24.077381Z"},"links":{"citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:d0e8a736a5021a51cdf49de7894d3dad1b82ba9a566460f0092422ed7328f960","observation_id":"a5f25327-a955-401c-a736-1f9ff2b29616","resolution":{"observed_at":"2026-08-04T01:43:24.077381Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1502.03167","last_updated":"2015-03-02T20:44:12Z","snapshot_observed_at":"2026-08-12T21:01:12.961874Z","submitted_at":"2015-02-11T01:44:18Z","title":"Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1502.03167","snapshot_observed_at":"2026-08-04T01:43:24.217701Z","title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift,","venue":null,"work_id":null,"year":2015},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":99,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:24.217701Z"},"links":{"cited_paper":"/paper/1502.03167","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:26ed54dad1360c25548567fdfa8252698e25340dcc39d9300ca0c7c3170f1208","observation_id":"7dad0fea-af34-4489-999f-8ba067bf1bd7","resolution":{"observed_at":"2026-08-04T01:43:24.217701Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"1803.08494","last_updated":"2018-06-11T22:48:02Z","snapshot_observed_at":"2026-08-14T19:33:26.293398Z","submitted_at":"2018-03-22T17:57:16Z","title":"Group Normalization","version":3},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"1803.08494","snapshot_observed_at":"2026-08-04T01:43:24.373103Z","title":"Group normalization,","venue":null,"work_id":null,"year":2018},"citing_paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors","version":2},"reference_index":100,"source":"pdf_text","source_observed_at":"2026-08-04T01:43:24.373103Z"},"links":{"cited_paper":"/paper/1803.08494","citing_paper":"/paper/2607.15694"},"observation_digest":"sha256:ff476562627dd9c62639019f3e9f736c542ec006af9464833caa323869dc7e92","observation_id":"e8055867-34d4-4ec0-bb3b-cb6b5950cfed","resolution":{"observed_at":"2026-08-04T01:43:24.373103Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}}],"paper":{"arxiv_id":"2607.15694","last_updated":"2026-08-01T08:45:58Z","latest_version":2,"primary_category":"eess.AS","snapshot_observed_at":"2026-08-14T08:07:00.470559Z","submitted_at":"2026-07-17T07:13:11Z","title":"A Geometry-Limited Identification Floor and Its Consequences for Voice-Clone Attribution in Professional Voice Actors"},"reference_resolution":{"displayed":100,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":100,"verified_exact":0,"verified_fuzzy":0},"total_outbound_references":104},"refusal":"A citation records a reference. It does not transfer a finding from one paper to another.","schema":"pith.paper-citation-record.v1","standing_sources":[{"observed_at":"2026-08-17T06:30:58.91139+00:00","source":"crossref"},{"observed_at":"2026-08-17T06:30:54.323127+00:00","source":"retraction_watch"}],"thesis":"As of 18 August 2026, this Paper Citation Record lists 100 of 104 outbound references and 0 inbound Pith citation observations for arXiv:2607.15694."}