{"as_of":"2026-08-10T11:00:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:b3ce76abae5402f39e345406a65020df0b5a40e3c9dc08489ad98cbad1dd3ba7","coverage":[{"denominator":33,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":33,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:01:59.669561Z","state":"measured"},{"denominator":35,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":35,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-10T06:31:04.303077+00:00","state":"measured"},{"denominator":2,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":2,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T05:01:59.570721Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"arxiv_reference","source_observed_at":"2026-07-04T05:49:37.769229Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.08981","snapshot_observed_at":"2026-08-07T05:01:59.570721Z","title":"Another interesting study [10] used linear probingto study the association of EMA coordinate val- ues with the latent features extracted from various foundational speech models","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.570721Z"},"links":{"cited_paper":"/paper/2506.08981","citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:c8462b07d8463f8b4acbc7f73fd33abee9b7678f9ef8933be525025dafb36ea6","observation_id":"780ae286-e6e9-4b5c-b807-e2a2de4b8245","resolution":{"observed_at":"2026-08-07T05:01:59.570721Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"cited_work":{"arxiv_id":"2506.08981","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2506.08981","snapshot_observed_at":"2026-07-04T05:49:37.769229Z","title":"Frost-ema: Finnish and russian oral speech dataset of electromagnetic articulography measure- ments with l1, l2 and imitated l2 accents,","venue":null,"work_id":"7db41225-57fe-45e7-8d57-d5846643d793","year":2025},"citing_paper":{"arxiv_id":"2606.20478","last_updated":"2026-06-18T16:55:44Z","snapshot_observed_at":"2026-08-06T22:35:47.074866Z","submitted_at":"2026-06-18T16:55:44Z","title":"Beyond Speaker Independence: Evaluating Cross-Lingual Acoustic-to-Articulatory Inversion Across Finnish and Russian","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-06-26T15:24:04.594993Z"},"links":{"cited_paper":"/paper/2506.08981","citing_paper":"/paper/2606.20478"},"observation_digest":"sha256:1dd5d135f3cfb4ef771ca7638c60699810be2ed1f0f7179ed988713d8445249d","observation_id":"e35e1f03-4a22-432e-be75-bda0ce3249e8","resolution":{"observed_at":"2026-07-04T05:49:37.771310Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.08981/citation-record","integrity":"/paper/2506.08981/integrity","json":"/paper/2506.08981/citation-record.json","paper":"/paper/2506.08981"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.179427Z","title":"Humans con- tinuously reshape their vocal tract to modulate the airstream produced by the voice source, the larynx","venue":null,"work_id":"83810fb7-2551-4ff4-b575-869ed1f9b56b","year":null},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.566855Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:513ce9929357d3e5f05213e12619d89fa10701428b4ab8aa74740d78f20bec7c","observation_id":"67dff603-e604-464f-9648-e9e8e8b19bca","resolution":{"observed_at":"2026-08-07T05:02:00.183480Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.169669Z","title":"Say again","venue":null,"work_id":"84e0edd9-876c-4b46-a97f-1ec86318e217","year":2025},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.574348Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:6c4696fedd709a85d2c02031918c95a96839c06511f3ca2f7307f4c76ec09bb9","observation_id":"b553f1eb-3210-4794-8922-79559c0ff67e","resolution":{"observed_at":"2026-08-07T05:02:00.172762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.159076Z","title":"Setup We carried out an experiment to investigate the effects of con- ditions A, B, and C on automatic speaker verification (ASV)","venue":null,"work_id":"940c48eb-fbe2-481e-b649-df6a96aed54d","year":null},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.577887Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:57be5133dcfd5c3b10b52bf3ba540b33a15beeb9b89e14319a716224f360b374","observation_id":"1997576b-4657-4c6d-9bae-7f520bfe3696","resolution":{"observed_at":"2026-08-07T05:02:00.162993Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.148371Z","title":"We extracted formant measurements with [26]","venue":null,"work_id":"fd0a5f96-9980-424d-b32a-1cf74b39d764","year":null},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.581486Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:9b5ff65637d62a24ae11b486d047b0cdd35d34bc15983f87a10cc3d75e7a9277","observation_id":"d2553b33-7e48-42bd-9d70-6e92da702d26","resolution":{"observed_at":"2026-08-07T05:02:00.152348Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.138351Z","title":"Follow- ing metadata clean-up and further auditing of the individual sen- tences, we anticipate the release of the database in the first half of 2026","venue":null,"work_id":"ca374723-619f-4408-bd07-69388ed4c140","year":2026},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.584589Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:452a2a9c5a53eddbe502a993494b3ff4bc2fdf29c99f727eff2d38896fbd425f","observation_id":"321ee428-4e19-4670-86a9-f8357843b5b3","resolution":{"observed_at":"2026-08-07T05:02:00.142191Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.122037Z","title":"In addition, the authors wish to thank senior laboratory technician Petri Pulli and research assistants Martta Sinett ¨a, Annisa Wardhani and Jaka Wibawa","venue":null,"work_id":"11133811-957e-43e4-8260-a5f91fcf308b","year":null},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.587695Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:20a2d1c0f991200fd4d031b8ceff7dccd3b771365746f5c037546257632b5372","observation_id":"4017e695-167c-4fe9-b097-ea24ea34f16a","resolution":{"observed_at":"2026-08-07T05:02:00.127903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.072246Z","title":"Articulation during voice disguise: a pilot study,","venue":null,"work_id":"c29013c6-9238-4f1c-88d0-d9c926f532f8","year":2021},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.609969Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:ffdd88aa0fbc5034e6a79bc7e4403926fa9fe4d471f45122d4f8f9b54380b0cd","observation_id":"abf317d5-9072-4819-96c4-5d896f16a910","resolution":{"observed_at":"2026-08-07T05:02:00.076160Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.107148Z","title":"Fricative consonants: acoustic and x-ray measure- ments,","venue":null,"work_id":"67cce06e-5629-4a08-b36d-a53803c7cca3","year":null},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.590761Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:e0fdf91a4e8baa6e1fc0ae14768edc77dee6dc7e75717b62338ec8d7e764d3c5","observation_id":"09aaa917-80e1-4704-b0a6-41fe48d092ce","resolution":{"observed_at":"2026-08-07T05:02:00.112536Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2506.08981","snapshot_observed_at":"2026-08-07T05:01:59.570721Z","title":"Another interesting study [10] used linear probingto study the association of EMA coordinate val- ues with the latent features extracted from various foundational speech models","venue":null,"work_id":null,"year":2025},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.570721Z"},"links":{"cited_paper":"/paper/2506.08981","citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:c8462b07d8463f8b4acbc7f73fd33abee9b7678f9ef8933be525025dafb36ea6","observation_id":"780ae286-e6e9-4b5c-b807-e2a2de4b8245","resolution":{"observed_at":"2026-08-07T05:01:59.570721Z","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":"10.1515/lingvan-2024-0020","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Articulatory phonetics in the market: combining public engagement with ultrasound data collection,","venue":"Linguistics Vanguard","work_id":"a4765d04-3e48-43f9-805d-22eaffd5f533","year":2024},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.594225Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:70f7ddf40ba1df5077937abddf3686b5e0b02637f5cd7b9ef875b9d1493c5970","observation_id":"3899d488-b10f-43aa-b44e-02e1e2fb1385","resolution":{"observed_at":"2026-08-07T05:01:59.837859Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":"10.1121/1.4890284","metadata_source":"openalex","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-10T05:30:23.456663Z","title":"Real-time magnetic resonance imaging and electromagnetic articulography database for speech production research (tc),","venue":"The Journal of the Acoustical Society of America","work_id":"7e50db7c-49e5-4e31-9b76-3b8875034c0b","year":2014},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.597364Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:a2e19e00c2c6f9df7d7113d0c62082bcde51d95d0960e712b1dd7db127cf88b3","observation_id":"307c2cb0-2e59-468e-8234-e659814e7068","resolution":{"observed_at":"2026-08-07T05:01:59.825385Z","resolver_source":"doi","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.095063Z","title":"The impact of l1 negative phonological transfer on l2 word identification and production,","venue":null,"work_id":"420ff6f6-ff92-40cd-bf2e-7bea432f3d97","year":2014},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.600354Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:4edca0fa16a1d8dfc8d812597922db56ee6e3a70c4efeaed4e9e5ba997378d36","observation_id":"b6016312-ef7a-43f4-99bb-85f9db9b4681","resolution":{"observed_at":"2026-08-07T05:02:00.098848Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.083165Z","title":"Acoustic-to-articulatory mapping with joint optimization of deep speech enhancement and articulatory inversion models,","venue":null,"work_id":"bc6d94d1-513e-4d3b-afa1-36a6efe3e6c7","year":2022},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.603864Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:53c4391b1cd890b2257593b2baf0da2290153be8557ca9561e9cb34a5bc8e1d9","observation_id":"a1f96a81-7fb2-4822-97e8-83d472300b71","resolution":{"observed_at":"2026-08-07T05:02:00.088286Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.606958Z","title":"Modeling consonant-vowel coarticulation for articulatory speech synthesis,","venue":null,"work_id":null,"year":2013},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.606958Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:d72b2662754643e8d9de4a722c45bd63f689dc90371eb6430ec5a568788bb7d1","observation_id":"ec72ab57-ac00-486d-8764-bcb2938ed1bc","resolution":{"observed_at":"2026-08-07T05:01:59.606958Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.052780Z","title":"V oice disguise using a foreign accent: phonetic and linguistic variation","venue":null,"work_id":"bd178443-04dc-4dba-a3df-952d8a35a588","year":2008},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.612971Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:d2b5e57d502cf37ca8265505d6d4c1d98ba89a49516069bb7d8d92212d81fad9","observation_id":"47ef918a-4638-491d-8a71-92e4695822e0","resolution":{"observed_at":"2026-08-07T05:02:00.063345Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.040850Z","title":"Speech synthesis from neural decoding of spoken sentences,","venue":null,"work_id":"6f08c674-d0cb-48b0-9dfb-b7e05f4e48de","year":2019},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.616114Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:be122def4d80b203a87960eb512ddd00ffde7a77544d74cb1c761911b6ac8561","observation_id":"1dea8e7f-8ae8-4d32-9ad4-94e87dd95ec4","resolution":{"observed_at":"2026-08-07T05:02:00.044979Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.020188Z","title":"Ev- idence of vocal tract articulation in self-supervised learning of speech,","venue":null,"work_id":"d52cf199-5a29-477a-91ee-df50b7fbc6c3","year":2023},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.618828Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:ccf99e93a796d459166fc49cf33678914e0ee0d7a8319954c48c639929d96410","observation_id":"e6326ea8-7b58-4ce1-b21e-880998880462","resolution":{"observed_at":"2026-08-07T05:02:00.024303Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:02:00.005250Z","title":"Connections between uralic and other language fami- lies,","venue":null,"work_id":"5c486eec-9d88-4736-a9a0-e18d3c9f8591","year":2023},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.621600Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:d976c70785d941309e991411fbe0f376f1c2a9ac426efc197ceecb823452d153","observation_id":"b0ab0448-fb92-47be-8d73-02a6841c2d0f","resolution":{"observed_at":"2026-08-07T05:02:00.008751Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.996867Z","title":"The finnic languages,","venue":null,"work_id":"d6e68afb-dcd1-44ad-a2b8-94086e5cfc70","year":2023},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.624756Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:8cb467e738ec8eb677ad21d4c0fafef2dba5c03e6c65b1a9f2bc1a9a570c91d7","observation_id":"1a129be3-db76-4a66-a5ff-011718a2de6a","resolution":{"observed_at":"2026-08-07T05:01:59.999516Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.988652Z","title":"Sussex and P","venue":null,"work_id":"0aae5855-da01-4749-ac27-e42d15d30441","year":2006},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.628019Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:d4ff7cec366e277c3effbbd10f09a9645e6b4722eb80008c0c59c6d9834d4a5c","observation_id":"26e3819a-6b4b-4cde-bafb-99d694b8a9b1","resolution":{"observed_at":"2026-08-07T05:01:59.991532Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.980495Z","title":"The MOCHA-TIMIT articulatory database,","venue":null,"work_id":"bb72ac4f-f34d-4de9-bdb1-0955807a2419","year":1999},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.631248Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:ef83853495357b57ecf2599bf41685da7c6010655e5ad27daa53e9c9a93827b5","observation_id":"9ca44916-069e-4e20-b1a4-523de7fd2089","resolution":{"observed_at":"2026-08-07T05:01:59.983313Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.971509Z","title":"Announcing the electro- magnetic articulography (day 1) subset of the mngu0 articulatory corpus,","venue":null,"work_id":"aab27359-eca4-4626-9236-1fba19276b00","year":2011},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.634008Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:e04cc1251b5b0ced906e54608d9438938b9b8c3010cb61406664356d22d4bce8","observation_id":"dbbb6e5a-fe26-4094-9eeb-01863a1debd3","resolution":{"observed_at":"2026-08-07T05:01:59.974845Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.962517Z","title":"The electromagnetic ar- ticulography mandarin accented english (EMA-MAE) corpus of acoustic and 3d articulatory kinematic data,","venue":null,"work_id":"57d107e3-e6fa-4024-8642-d4fa4cd23413","year":2014},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.637114Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:a6a2d0a646098f63651bd5857606b770008a93c5c987b8e9d09779ad0447d711","observation_id":"941d350e-537e-4a18-92d8-ed8b889fc247","resolution":{"observed_at":"2026-08-07T05:01:59.965715Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.952324Z","title":"A new italian dataset of parallel acoustic and articulatory data,","venue":null,"work_id":"40461075-3cad-4e3b-91c7-fa1d2e4c3816","year":2015},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.640094Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:49bfa05e3fa56282c2131adb41bd3da6ddf9e4c1b6c75274571686cd8b1da9f9","observation_id":"d9f64432-81a3-4a9b-9b05-53956c33aa0a","resolution":{"observed_at":"2026-08-07T05:01:59.955832Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.942281Z","title":"The DKU- JNU-EMA electromagnetic articulography database on mandarin and chinese dialects with tandem feature based acoustic-to- articulatory inversion,","venue":null,"work_id":"be1fe69c-4471-4cff-a63b-7b9845b2443c","year":2018},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.642828Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:4ca3b6be90bddcb09218aea598800b045f86506c01e2550bd71e73ca8f04f5c5","observation_id":"7d98729f-f1a7-4201-a0b1-3920c7a107f0","resolution":{"observed_at":"2026-08-07T05:01:59.945805Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.931909Z","title":"Main: Multilingual assessment instrument for narratives–revised,","venue":null,"work_id":"31057b4c-ffe1-4ff4-be6b-597697b20bbd","year":2019},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.645715Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:d148384f101144848d63b6c7ab6319eaf4deb30893da0e4466f8ff078d671637","observation_id":"19780a9e-4d4f-4855-a077-26fc4880cf93","resolution":{"observed_at":"2026-08-07T05:01:59.935610Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.919808Z","title":"VisArtico: a visual- ization tool for articulatory data,","venue":null,"work_id":"f92ddf20-8d9d-4e45-9295-787a9da8e48e","year":2012},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.648780Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:217d4ad2d90e6b40e15c688a3ba89b5035cb19f65aaccf06ec198a864d632bf6","observation_id":"8917a668-1b18-4d88-b660-1b23191a6603","resolution":{"observed_at":"2026-08-07T05:01:59.924133Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.909172Z","title":"An optimal set of flesh points on tongue and lips for speech-movement classi- fication,","venue":null,"work_id":"80d36d66-191e-40fd-94ef-afc21e02e745","year":2016},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.651687Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:f309e721db3f11ce82de24f5fd2809becb9014ed7135376010eb6690e0b7e1ff","observation_id":"c7e87dfa-31b0-4246-8ad4-898be49b63d6","resolution":{"observed_at":"2026-08-07T05:01:59.912837Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.898991Z","title":"A review of data collection practices using electromagnetic articu- logragphy,","venue":null,"work_id":"8555d0f8-8df7-4332-bc90-a95469840ca2","year":2021},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.656406Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:9db084f608c2fbbae34e4b9b68eee2b88ef002fe8581f1ee6895db21dd348a04","observation_id":"07ef38d3-0a55-477f-bc41-9037a2f017ac","resolution":{"observed_at":"2026-08-07T05:01:59.902465Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.889073Z","title":"Ecapa-tdnn: Emphasized channel attention, propagation and aggregation in tdnn based speaker verification,","venue":null,"work_id":"1d8bf72d-3d2f-4441-9549-65ddf6fcd6b2","year":2020},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.659364Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:4b8adfaeb8cf895fcf8460d700affcc8d4ad3f4152387e9de112c7b7f44d8225","observation_id":"5658c374-a231-4213-8443-6fcf4e332221","resolution":{"observed_at":"2026-08-07T05:01:59.892361Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.04624","last_updated":"2021-06-08T18:22:56Z","snapshot_observed_at":"2026-08-04T07:20:14.379561Z","submitted_at":"2021-06-08T18:22:56Z","title":"SpeechBrain: A General-Purpose Speech Toolkit","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2106.04624","snapshot_observed_at":"2026-08-07T05:01:59.662564Z","title":"SpeechBrain: A general-purpose speech toolkit,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.662564Z"},"links":{"cited_paper":"/paper/2106.04624","citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:03becadad0dcd4ca4463306b626c8f9471a1ff40366bca2e6e2d39f3030e7fc0","observation_id":"f7c49529-d6ee-4edc-b5bd-4598345c9f6d","resolution":{"observed_at":"2026-08-07T05:01:59.662564Z","resolver_source":null,"status":"unresolved"},"standing_notice":{"events":[],"reason":"canonical_work_link_unavailable","source_receipts":[],"state":"unavailable"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.879688Z","title":"V oxCeleb: Large-scale speaker verification in the wild,","venue":null,"work_id":"254e08aa-f476-4f9d-b993-530c338385f3","year":2020},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.666303Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:ede655de24575e194f557cfa6427bbb788333392a7c9bb06e852548b320af856","observation_id":"bf698784-1a11-4a69-b6ce-3222716b6a5e","resolution":{"observed_at":"2026-08-07T05:01:59.882854Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T05:01:59.869242Z","title":"Praat: doing phonetics by computer [computer program],","venue":null,"work_id":"cbe27d6d-2552-4f76-84ba-aed57bea6bd0","year":2024},"citing_paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T05:01:59.669561Z"},"links":{"citing_paper":"/paper/2506.08981"},"observation_digest":"sha256:ae839cdb5fcb524615a1d222dc39ffd65ace612e18559546103c71c13384d8fe","observation_id":"ce556ecb-462d-4f2a-a10d-78034dc0f06a","resolution":{"observed_at":"2026-08-07T05:01:59.873134Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-10T06:31:04.303077+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.08981","last_updated":"2025-06-10T16:52:11Z","latest_version":1,"primary_category":"cs.CL","snapshot_observed_at":"2026-08-09T10:23:59.635648Z","submitted_at":"2025-06-10T16:52:11Z","title":"FROST-EMA: Finnish and Russian Oral Speech Dataset of Electromagnetic Articulography Measurements with L1, L2 and Imitated L2 Accents"},"reference_resolution":{"displayed":33,"state_counts":{"malformed_identifier":0,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":3,"verified_exact":2,"verified_fuzzy":28},"total_outbound_references":33},"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":"2026-08-10T06:31:04.303077+00:00","source":"crossref"},{"observed_at":"2026-08-10T06:30:57.382061+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 33 of 33 outbound references and 2 inbound Pith citation observations for arXiv:2506.08981."}