{"as_of":"2026-08-08T15:47:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:f4d13726cf116c74bde3ac2a83f3ac102b4b9c78c16aa2575a95370fcde80893","coverage":[{"denominator":32,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":32,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:57:23.235199Z","state":"measured"},{"denominator":33,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":33,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-08T06:32:00.761636+00:00","state":"measured"},{"denominator":1,"lane":"inbound_itemization","note":"Pith citing papers itemized under the disclosed page cap.","records_observed":1,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:57:23.009987Z","state":"measured"},{"denominator":1,"lane":"external_citation_measurements","note":"A source-named dated measurement, never combined with another source.","records_observed":0,"source":"pith","source_observed_at":"2026-08-07T11:57:23.893854Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"cited_work":{"arxiv_id":"2506.00950","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.00950","snapshot_observed_at":"2026-08-07T11:57:23.893854Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","venue":"eess.AS","work_id":"e8f72793-0db5-4749-9b52-476a12744af2","year":2025},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.009987Z"},"links":{"cited_paper":"/paper/2506.00950","citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:b32de6ec05aaa92c328c3750051f6591da71fddeb960ddd907b1d2e4932d4418","observation_id":"456820a3-626c-434b-a228-b20355efb286","resolution":{"observed_at":"2026-08-07T11:57:23.901653Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.00950/citation-record","integrity":"/paper/2506.00950/integrity","json":"/paper/2506.00950/citation-record.json","paper":"/paper/2506.00950"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:57:24.411499Z","title":"Conducting these studies requires significant time and cost, often relying on specialized labs or resorting to small- sample internal listening tests with expert listeners","venue":null,"work_id":"8a3bc4b4-e0b8-4224-b7fb-776f1c20f439","year":null},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.000552Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:dfb59fde3fc956b60324666ae9246875c83b1118f19488f1328ec7d3669fcd2f","observation_id":"aeed18b4-4bef-49bb-8a30-f977ed9b779c","resolution":{"observed_at":"2026-08-07T11:57:24.417812Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"cited_work":{"arxiv_id":"2506.00950","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.00950","snapshot_observed_at":"2026-08-07T11:57:23.893854Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","venue":"eess.AS","work_id":"e8f72793-0db5-4749-9b52-476a12744af2","year":2025},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.009987Z"},"links":{"cited_paper":"/paper/2506.00950","citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:b32de6ec05aaa92c328c3750051f6591da71fddeb960ddd907b1d2e4932d4418","observation_id":"456820a3-626c-434b-a228-b20355efb286","resolution":{"observed_at":"2026-08-07T11:57:23.901653Z","resolver_source":"local_arxiv","status":"metadata_mismatch"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.387728Z","title":"ranchor > rref","venue":null,"work_id":"16d87fcc-348c-4b9f-8703-8daddf831925","year":null},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.019255Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:9230cbeef404c35b36cad9668d1ea90738e20a8324afea8eff4a0df19b9efc33","observation_id":"8210acfe-d21b-407e-a643-99bf2c96b917","resolution":{"observed_at":"2026-08-07T11:57:24.394817Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.367933Z","title":"Var(r1, r2,","venue":null,"work_id":"f4e19444-cb0b-4c87-8997-4f09fa092873","year":2025},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.026647Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:7b31b8d8fa50a257f23ebe9355eab998f0521f5e882c43f726394f5e8e8d01c6","observation_id":"8beed79e-1431-422c-919e-a96d9f0dbf0c","resolution":{"observed_at":"2026-08-07T11:57:24.374041Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.348694Z","title":"Experimental setup We set two main goals for evaluating our crowdsourced MUSHRA listening test","venue":null,"work_id":"b3b1b0dc-1024-410b-ad7b-ce69dc593bb9","year":null},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.035989Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:138efcbbb5365e8744ac822d9f2fc0e5027bfa7ae64a0f777dff6069a78899d8","observation_id":"1ff517ed-5f5b-436e-81ee-ab30f7ab3164","resolution":{"observed_at":"2026-08-07T11:57:24.353762Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.329717Z","title":"ground truth","venue":null,"work_id":"b61949a3-a459-4a4e-a989-4d4fd23b21be","year":2025},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.042343Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:421d64ac2593b21e564f02bf4a70f1df3f99441ef30f1f0590c384db5e9eef42","observation_id":"5678acfa-183d-4eb6-986d-d2c8ff879e42","resolution":{"observed_at":"2026-08-07T11:57:24.335489Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.311698Z","title":"We show that Prolific yields closer absolute alignment with expert ratings than MTurk, though both maintain reliable relative rankings","venue":null,"work_id":"fcfa553a-885b-4c08-bf99-999348b6c198","year":2025},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.048885Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:1f1562fa4922aa6fc3f872515ca273f2a554f17edd0c0ad8cab52e6019705f2a","observation_id":"437c3775-6009-4335-9944-a5b7dc2b21cc","resolution":{"observed_at":"2026-08-07T11:57:24.317362Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.293414Z","title":"Perceptual evaluation of speech quality (PESQ)-a new method for speech quality assessment of telephone networks and codecs,","venue":null,"work_id":"9fbc4ae1-1f40-427c-9f50-a2b178b062d6","year":2001},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.055180Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:fe1f53026787fe14485e5c485534f06069906d46e4a98a825c3f64bfb5a471e6","observation_id":"78703e28-f263-4d15-b6c7-a6267e5d34f8","resolution":{"observed_at":"2026-08-07T11:57:24.299137Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.271904Z","title":"Perceptual Objective Listening Quality Assessment (POLQA), The Third Generation ITU-T Standard for End-to-End Speech Quality Measurement Part I–Temporal Alignment,","venue":null,"work_id":"a5b50fb4-dc8c-43ab-a865-aac69165b8f7","year":2013},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.061488Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:de90387a6b1cd0eac57e9f2962fd004d6fb257220b2e66e1bf714f57f624fe9f","observation_id":"54653e9e-be2f-44f2-a265-56a5797832d0","resolution":{"observed_at":"2026-08-07T11:57:24.280180Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.250479Z","title":"Perceptual Objective Listening Quality Assessment (POLQA), The Third Generation ITU-T Standard for End-to-End Speech Quality Measurement Part II–Perceptual Model,","venue":null,"work_id":"f93bdfae-d2dd-42a8-be4d-54693c543021","year":2013},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.068647Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:83ebb86fd5a0d32b364a9dd64c55963b1b794f42815f60372bf3efe8b0cf68b1","observation_id":"0203003d-9c32-45c4-bc50-b3fd7526a219","resolution":{"observed_at":"2026-08-07T11:57:24.256280Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"document/8683770","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:57:23.864375Z","title":"Non-intrusive Speech Quality Assess- ment for Super-wideband Speech Communication Networks,","venue":null,"work_id":"cede7773-39db-4a1b-9629-e404ac6eb93c","year":2019},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.075022Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:76c2d9f405ed2e655c5edb23c2d5ad731dc2c800ac5894fa778c3c3a72bbf407","observation_id":"59001a6c-351f-43a9-a2fb-66fce08bd8b1","resolution":{"observed_at":"2026-08-07T11:57:23.872445Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.230897Z","title":"NISQA: A Deep CNN-Self-Attention Model for Multidimensional Speech Quality Prediction with Crowdsourced Datasets,","venue":null,"work_id":"b2c07331-3404-45be-a63a-9367e31b2dd5","year":2021},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.083091Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:25e5b46a32e12bd9808fac8dac77059038d020e7fbfdce41e3f1ff6b27b829fd","observation_id":"0d62c811-efb0-4fc0-8bee-50569dd9c20d","resolution":{"observed_at":"2026-08-07T11:57:24.237350Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"document/5946971","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:57:23.774827Z","title":"CROWD- MOS: An approach for crowdsourcing mean opinion score studies,","venue":null,"work_id":"762116fa-f392-44b8-881b-d28680f93c92","year":2011},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.092358Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:2c7f4d350d5aad4c3f56532667eb57e61463b91af33215d0171d9239a052281f","observation_id":"6978e2a1-0a11-4362-baa3-9dd44e3f51b3","resolution":{"observed_at":"2026-08-07T11:57:23.783754Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.206471Z","title":"An Open Source Implementa- tion of ITU-T Recommendation P.808 with Validation,","venue":null,"work_id":"8a7181fb-c56c-40cc-8c5d-a3d2d77586df","year":2020},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.099640Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:313fb1ab96c24d75784722751422d73985006d2c35309a3caedc6f238d40c08a","observation_id":"3adffb4c-5647-4c04-812d-7845a67cd5cf","resolution":{"observed_at":"2026-08-07T11:57:24.215312Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"document/1044786","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:57:23.668838Z","title":"Crowdsourced Multilingual Speech Intelligibility Testing,","venue":null,"work_id":"f90cc37c-6136-4e08-8705-b58f33574a7f","year":2024},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.106905Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:44ccce4e1e77397e59b913450448739db5e1ebb7f93450d922110af248a2a5de","observation_id":"41149b3a-d623-4581-821c-ea6ee32ed8a0","resolution":{"observed_at":"2026-08-07T11:57:23.688183Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.180525Z","title":"Method for the subjective assessment of intermediate quality level of coding systems,","venue":null,"work_id":"9c021914-56f2-493c-83c1-37222f6609ff","year":2015},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.114449Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:44bd6752cf2dfe866d886c2d2f70f4fc2cef94f5903402aa97f50d966f2e828e","observation_id":"eb20a1ef-c7cc-427d-be7b-1f1f941124f2","resolution":{"observed_at":"2026-08-07T11:57:24.186709Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.160020Z","title":"Audio quality evaluation by experienced and inexperienced listeners,","venue":null,"work_id":"ccfc7266-60e1-4956-84d8-c87d9e93a807","year":2013},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.120564Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:813e6d909b8f8240e3351b13b3442dec19867953634abc6bbe0025971222f22a","observation_id":"f2446816-b1a3-4f32-8868-49390a6492fb","resolution":{"observed_at":"2026-08-07T11:57:24.166742Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.139660Z","title":"Fast and easy crowdsourced perceptual audio evaluation,","venue":null,"work_id":"8bb9cb85-0a2b-41b1-aea0-d99db0adfb13","year":2016},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.125755Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:039a6ee22d850b48470a701399be370516da19ff4d1eb6a48a8849799b23ab8f","observation_id":"e9af678b-be0a-4770-966f-930c63cf5094","resolution":{"observed_at":"2026-08-07T11:57:24.145725Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:23.959289Z","title":"High fidelity neural audio compression,","venue":null,"work_id":"1351afcf-89ba-45ea-a431-47dda4e4ba8d","year":2023},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.187111Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:4597ae1aaa611c3c57fa837ef044ddc11a86cc1f628bafe1e11a480309c3c610","observation_id":"a2d122d9-faf5-4a66-83ca-5717aa4b513f","resolution":{"observed_at":"2026-08-07T11:57:23.964010Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.094647Z","title":"webMUSHRA — A Comprehensive Framework for Web-based Listening Tests,","venue":null,"work_id":"b4a67010-6ed8-4e49-b613-26350e256770","year":2018},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.139802Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:39a652cd695a476d1e12bc3d8c7d1ec33765a89029e5d48238e98b172984fef1","observation_id":"01ccd890-756b-4cce-874c-4bbfa35420ea","resolution":{"observed_at":"2026-08-07T11:57:24.100260Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2203.04444","last_updated":"2022-03-08T23:31:06Z","snapshot_observed_at":"2026-08-06T21:19:35.604526Z","submitted_at":"2022-03-08T23:31:06Z","title":"Reproducible Subjective Evaluation","version":1},"cited_work":{"arxiv_id":"2203.04444","doi":null,"metadata_source":"pith","pith_arxiv_id":"2203.04444","snapshot_observed_at":"2026-08-07T11:57:23.480987Z","title":"Reproducible Subjective Evaluation","venue":"cs.HC","work_id":"28acc177-6b30-4b28-9d88-c164ba3745ac","year":2022},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.146277Z"},"links":{"cited_paper":"/paper/2203.04444","citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:55737e679c07d5e147860814cd2f7a75dc8c3c0e8e12d885cffc900e08e70d60","observation_id":"80ed9ba2-4a99-40a5-ae31-d49c5d0dc623","resolution":{"observed_at":"2026-08-07T11:57:23.494323Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.074134Z","title":"Speech quality evaluation of neural audio codecs,","venue":null,"work_id":"6a06188a-c935-490b-9ce5-228dc1eecf27","year":2024},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.152209Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:ec7d6280c73d3df7ff748f995beae677c4ada2517b747712e329cecd210a0182","observation_id":"3bcfc0f0-6888-4242-bca8-89c4d6436be0","resolution":{"observed_at":"2026-08-07T11:57:24.079654Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.053532Z","title":"P.808 : Subjective evaluation of speech quality with a crowdsourcing approach,","venue":null,"work_id":"f7a33e74-9ab2-4ae0-9c31-2cfd875e842d","year":2021},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.159947Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:64c4fd998f9e9c8d555e20861bee6560fcbfcbcd8eb27b43eb9b10511ecd2e03","observation_id":"78cc254f-559f-46fd-be39-130500aceb8b","resolution":{"observed_at":"2026-08-07T11:57:24.059782Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.031154Z","title":"Is it harder to perceive coding artifact in foreign language items? – A study with Mandarin Chinese and German speaking listeners,","venue":null,"work_id":"01ebe8f3-87a8-4465-99e8-1c8f1d410e0c","year":2017},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.168334Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:b516d243d71053627415ac63c22c0ae25da19e0dd01157a98f8e66bc4d3c5890","observation_id":"95803450-d77c-440d-b938-83b7040b2838","resolution":{"observed_at":"2026-08-07T11:57:24.039089Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.005367Z","title":"P.800 : Methods for subjective determination of transmission quality,","venue":null,"work_id":"34627f54-1566-4f6c-bfca-8c289d8e1365","year":1998},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.174016Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:e17cc51ad45adc88fd9e0cadbf465ea19d62dd1e8f11ff33fd6e169d3f15e682","observation_id":"b92e93dd-14fb-4067-9876-0105c3b8342d","resolution":{"observed_at":"2026-08-07T11:57:24.014478Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:23.976666Z","title":"Webex AI Codec: Delivering Next-level Audio Experiences with AI/ML,","venue":null,"work_id":"5e914b78-3fff-4519-a6b1-cf6919755060","year":2024},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.180716Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:1afd85a87804b7f4517972a0d61edea6002b503ef66ebd01be5984858ae11d8c","observation_id":"717a0e0d-d489-4683-9925-8361a520659d","resolution":{"observed_at":"2026-08-07T11:57:23.981499Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:23.943469Z","title":"V oice coding with opus,","venue":null,"work_id":"c44bbf5e-a81f-4b00-b5c3-5fff5699ad7f","year":2013},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.192756Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:81eff99d57a34820a4f0b2f6f92dbba67f8b947e2f99edafddffe1566b60cb83","observation_id":"9640e55a-d7aa-4ebe-971a-4212f51ac5a6","resolution":{"observed_at":"2026-08-07T11:57:23.948166Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":"document/7179063","doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:57:23.417851Z","title":"Overview of the EVS codec architecture,","venue":null,"work_id":"74649d5c-7a5e-418a-95a0-82b07af1dd56","year":2015},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.200417Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:cc9d4c997cdb6da79c18a1610ccdd73a843d56fe0f9cc36f6f03a98acf24928a","observation_id":"360cc93d-9e7b-466f-958a-a8c4e5b0b599","resolution":{"observed_at":"2026-08-07T11:57:23.440489Z","resolver_source":"raw_fallback","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2004.09584","last_updated":"2020-04-20T19:19:26Z","snapshot_observed_at":"2026-08-05T04:43:49.261929Z","submitted_at":"2020-04-20T19:19:26Z","title":"ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2004.09584","snapshot_observed_at":"2026-08-07T11:57:23.221514Z","title":"ViSQOL v3: An Open Source Production Ready Objective Speech and Audio Metric,","venue":null,"work_id":null,"year":2020},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.221514Z"},"links":{"cited_paper":"/paper/2004.09584","citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:2209daa6d71807dc708fb1b26c42787f04faaff7cd4101faf8f3c8cc806fd905","observation_id":"f21dd6c3-80d1-46ba-9ffa-6afeef5cdf80","resolution":{"observed_at":"2026-08-07T11:57:23.221514Z","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":"2026-08-07T11:57:23.229157Z","title":"Dnsmos: A non-intrusive perceptual objective speech quality metric to evaluate noise sup- pressors,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.229157Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:54419dcc194f7f10d46af9550a5aec0a302c62b59b07c13a09af378887065a22","observation_id":"dc218afe-bcdb-4057-ba1f-088c2022abae","resolution":{"observed_at":"2026-08-07T11:57:23.229157Z","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":"2026-08-07T11:57:23.914654Z","title":"SCOREQ: Speech quality assessment with contrastive regression,","venue":null,"work_id":"be9e49cf-0240-4acc-ae6f-97d4a932acfb","year":2024},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.235199Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:45b563015c7ad7063ada1953ce9d90097dde71cdb2555393bfa0e8559eb387ca","observation_id":"0d26b04c-8c69-4a7f-b9a3-052a6fef63c2","resolution":{"observed_at":"2026-08-07T11:57:23.919844Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+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":"2026-08-07T11:57:24.117209Z","title":"Available: http://ieeexplore.ieee.org/document/ 7471749/","venue":null,"work_id":"dfab9622-f098-4678-bb00-5ce28e423837","year":null},"citing_paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods","version":1},"reference_index":623,"source":"pdf_text","source_observed_at":"2026-08-07T11:57:23.133574Z"},"links":{"citing_paper":"/paper/2506.00950"},"observation_digest":"sha256:7b30fb6ce7d81be6a339d28ba17cecae71da02065031e171537a85516d76f940","observation_id":"5df0b802-1e5c-4017-a7e4-72b08bea65c9","resolution":{"observed_at":"2026-08-07T11:57:24.123207Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-08T06:32:00.761636+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.00950","last_updated":"2025-06-01T10:51:33Z","latest_version":1,"primary_category":"eess.AS","snapshot_observed_at":"2026-08-07T11:51:48.591314Z","submitted_at":"2025-06-01T10:51:33Z","title":"Crowdsourcing MUSHRA Tests in the Age of Generative Speech Technologies: A Comparative Analysis of Subjective and Objective Testing Methods"},"reference_resolution":{"displayed":32,"state_counts":{"malformed_identifier":0,"metadata_mismatch":1,"parse_uncertain":0,"unresolved":2,"verified_exact":5,"verified_fuzzy":24},"total_outbound_references":32},"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":"2026-08-08T06:32:00.761636+00:00","source":"crossref"},{"observed_at":"2026-08-08T06:31:55.24221+00:00","source":"retraction_watch"}],"thesis":"As of 8 August 2026, this Paper Citation Record lists 32 of 32 outbound references and 1 inbound Pith citation observation for arXiv:2506.00950."}