{"as_of":"2026-08-10T06:18:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:508df92024d65f1a133af168f7ba7a6c382d8ee601d9dc253c8cbc6190617173","coverage":[{"denominator":43,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":43,"source":"paper_references, paper_reference_links","source_observed_at":"2026-08-07T11:47:00.020691Z","state":"measured"},{"denominator":44,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":44,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-08-09T06:31:02.800959+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":"2026-08-07T11:46:58.596065Z","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":"2026-08-07T11:47:00.128594Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"cited_work":{"arxiv_id":"2506.01460","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.01460","snapshot_observed_at":"2026-08-07T11:47:00.128594Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","venue":"cs.SD","work_id":"c5d0b1a7-2c1e-4748-a615-ea7c83a7fac8","year":2025},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.596065Z"},"links":{"cited_paper":"/paper/2506.01460","citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:49b98ee86f64caeebb907debc7aa8ae06a0ca599b069cd6f44a9c20fde107b06","observation_id":"8cb381fc-ba8e-4b88-b019-e7d191b7de05","resolution":{"observed_at":"2026-08-07T11:47:00.164408Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2506.01460/citation-record","integrity":"/paper/2506.01460/integrity","json":"/paper/2506.01460/citation-record.json","paper":"/paper/2506.01460"},"outbound":[{"citation":{"cited_paper":null,"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":"raw_reference","pith_arxiv_id":null,"snapshot_observed_at":"2026-08-07T11:48:04.356611Z","title":null,"venue":null,"work_id":"d68170f7-e897-4416-8031-64a3b422ce7c","year":null},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.582493Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:51e8c134f5ccd7e6bb5fe8e66c70b8a8c3dff5c644c0926af59151358576af03","observation_id":"dbb5e1f3-1e5b-4f74-8020-f9f0fe28b62b","resolution":{"observed_at":"2026-08-07T11:48:04.368799Z","resolver_source":"raw_fallback","status":"unresolved"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"cited_work":{"arxiv_id":"2506.01460","doi":null,"metadata_source":"pith","pith_arxiv_id":"2506.01460","snapshot_observed_at":"2026-08-07T11:47:00.128594Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","venue":"cs.SD","work_id":"c5d0b1a7-2c1e-4748-a615-ea7c83a7fac8","year":2025},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.596065Z"},"links":{"cited_paper":"/paper/2506.01460","citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:49b98ee86f64caeebb907debc7aa8ae06a0ca599b069cd6f44a9c20fde107b06","observation_id":"8cb381fc-ba8e-4b88-b019-e7d191b7de05","resolution":{"observed_at":"2026-08-07T11:47:00.164408Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:48:04.331882Z","title":"Adversarial Schr ¨odinger Bridge We combine the Schr¨odinger Bridge (SB) for speech enhance- ment with GANs","venue":null,"work_id":"0c565a69-e594-4d27-82ea-ffade17c896f","year":null},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.604487Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:1418561098f13378c8bb79b8f92a478559576e8c8c4cd5ae1e636b035d5926ff","observation_id":"9004a270-fadb-422e-9392-0b353bfa2e15","resolution":{"observed_at":"2026-08-07T11:48:04.341903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:48:04.308997Z","title":"Experimental Setup We trained our model with a batch size of 8, and the optimizer was AdamW [26] with a learning rate of10 −4","venue":null,"work_id":"335d00b7-b08e-4446-b936-497eabab6d84","year":null},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.615549Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:ff6936360bffa157574a7d1df8186a4006deccdb9ff4defc22011da626a3b83a","observation_id":"6f5385f1-271f-418a-b274-82cba772a063","resolution":{"observed_at":"2026-08-07T11:48:04.319178Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:48:04.264940Z","title":"However, both approaches are still constrained by the iterative reverse process","venue":null,"work_id":"57d002a0-711f-456e-b8fc-8c4f46b44106","year":null},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.628053Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:ef3469f30ae7ba0d5a8c1af1833c755529d9cfd0848fe2a0551bafc173831e0b","observation_id":"e6aaedd0-044f-45ee-af92-39ee7e41e804","resolution":{"observed_at":"2026-08-07T11:48:04.274969Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:52.236209Z","title":"RS-2024-00461617, 50%), and the Institute of Information & Communications Technology Planning & Eval- uation (IITP) grant funded by the Korea government (MSIT) [No","venue":null,"work_id":"9358e479-8c4d-409d-8d0e-6894832e87e8","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.640981Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:ea667389d934c4f78fa0fa7c66c0fe5754ac3b339c4561695d542b8978b964f0","observation_id":"dc448593-87b9-4c9d-aef9-c576294167f1","resolution":{"observed_at":"2026-08-07T11:48:04.252964Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:52.165213Z","title":"Conditional diffusion probabilistic model for speech en- hancement,","venue":null,"work_id":"33c38a68-3a8d-48fd-b7d3-789558c71f24","year":2022},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.650630Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:b1e0eedde833dc1077b9e05f6ae7a7867bd95fdb80a4e1a6c6799f20f7983c87","observation_id":"1a5724ea-95cc-4938-99ba-d6a511459f3d","resolution":{"observed_at":"2026-08-07T11:47:52.195827Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2206.03065","last_updated":"2022-09-16T10:27:27Z","snapshot_observed_at":"2026-08-09T14:32:30.515268Z","submitted_at":"2022-06-07T07:32:32Z","title":"Universal Speech Enhancement with Score-based Diffusion","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2206.03065","snapshot_observed_at":"2026-08-07T11:46:58.664351Z","title":"Universal speech enhancement with score-based diffusion,","venue":null,"work_id":null,"year":2022},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.664351Z"},"links":{"cited_paper":"/paper/2206.03065","citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:60b3f1b51f963f004548af28db3444a768cfdb153e31ae5adf41267d97bb290d","observation_id":"1002c590-8f80-44d2-b255-c32033e1ed9a","resolution":{"observed_at":"2026-08-07T11:46:58.664351Z","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":"2026-08-07T11:47:52.040690Z","title":"Speech enhancement and dereverberation with diffusion-based generative models,","venue":null,"work_id":"040957cc-ca28-48a2-b9c7-19d1a6ffa96a","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.673158Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:f0cff39f5abeab9be02a37642aa5fb106c8097efe16c67c7a320507f0518ff3f","observation_id":"4797f00d-f8f7-433f-bb3a-db21f7870c27","resolution":{"observed_at":"2026-08-07T11:47:52.083276Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:51.962020Z","title":"Schr ¨odinger bridge for generative speech enhancement,","venue":null,"work_id":"92dd42c0-5f9b-4cb8-afb1-42dcb25ff571","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.705543Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:72ab44436c5a40f6232cae2f224287b7e3809d211bf9ca2eea80ca32a85f3ef7","observation_id":"77a108d9-f45d-42ca-92e4-0c0d55850bc5","resolution":{"observed_at":"2026-08-07T11:47:52.006098Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2409.05116","last_updated":"2024-09-13T06:00:03Z","snapshot_observed_at":"2026-07-06T19:12:11.032644Z","submitted_at":"2024-09-08T14:56:25Z","title":"Diffusion-based Speech Enhancement with Schr\\\"odinger Bridge and Symmetric Noise Schedule","version":2},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2409.05116","snapshot_observed_at":"2026-08-07T11:46:58.751093Z","title":"Diffusion-based speech enhancement with schr\\","venue":null,"work_id":null,"year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.751093Z"},"links":{"cited_paper":"/paper/2409.05116","citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:976171d8ae2d6afe32f134206bd4c34fd157a5ac282ecacd04aed86ad30dfa76","observation_id":"f17441e8-a376-4470-98e2-1a1370250883","resolution":{"observed_at":"2026-08-07T11:46:58.751093Z","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":"2026-08-07T11:47:51.900316Z","title":"Investigating training objectives for generative speech enhancement,","venue":null,"work_id":"c7342821-b6b1-420a-bd20-b5300357fa3b","year":2025},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.785468Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:487498c3d853fe050f78781acec5a8f70639d9b80decaaf4045b3d2b58bbf156","observation_id":"e64879a0-520a-4c69-8050-49276c58a477","resolution":{"observed_at":"2026-08-07T11:47:51.919456Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:51.827707Z","title":"Gan-based speech enhancement for low snr using latent feature conditioning,","venue":null,"work_id":"0224dc2d-0688-4e0a-977c-e88501b9539e","year":2025},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.848191Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:11dd33cfe279ab9e14c7664825e7517345abc2f8b7378fcb5cd14a8cc4491fd0","observation_id":"a1e81943-cd94-42de-95ac-5fcfe95f54d7","resolution":{"observed_at":"2026-08-07T11:47:51.859903Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:51.762656Z","title":"On the behavior of intrusive and non-intrusive speech enhancement metrics in predictive and generative settings,","venue":null,"work_id":"713f21cc-b648-4490-9018-08c6a24cc44c","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.901178Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:f2cde8f71d600aa9b0b012c51d3b5da4bac336446eddaa25e4cfbf9c8865b9dd","observation_id":"c8c56725-92a9-4f9c-be1d-809f3eb50b0f","resolution":{"observed_at":"2026-08-07T11:47:51.798682Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:46:58.934720Z","title":"Score-based generative modeling through stochas- tic differential equations,","venue":null,"work_id":null,"year":2021},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.934720Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:bef6982be9a5566c6587e7f9dd4a3e7186b7503c99ae22fce492ddafa52e748b","observation_id":"543d1913-860e-4740-977e-166fb58c785e","resolution":{"observed_at":"2026-08-07T11:46:58.934720Z","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":"2026-08-07T11:47:51.549610Z","title":"Sur la th ´eorie relativiste de l’ ´electron et l’interpr´etation de la m ´ecanique quantique,","venue":null,"work_id":"7e7b3246-0da1-4698-8bf3-cd3792ec7f9d","year":1932},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:58.969357Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:9142eade4a9967dcf71c92670c3e6b503f70b9781da05614db4ba1c5ec8ac8d3","observation_id":"9eb748a4-9c8f-4626-bf18-a136b01a8642","resolution":{"observed_at":"2026-08-07T11:47:51.595091Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:51.324241Z","title":"Diffusion schr¨odinger bridge with applications to score-based generative modeling,","venue":null,"work_id":"1403d0a3-0941-4a58-89f6-66b0f7ed300a","year":2021},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.004532Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:00d86fb29a215dc26c30553a79a22076d7cc186a59619e488d2532dabcdbb002","observation_id":"02271fb1-523b-4103-adb0-c4a2c297c780","resolution":{"observed_at":"2026-08-07T11:47:51.430838Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:51.136045Z","title":"Likelihood training of schr ¨odinger bridge using forward-backward sdes theory,","venue":null,"work_id":"022da8be-fd06-4040-9400-80104aa5a40d","year":2022},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.031990Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:09fd0c1cf3fa1e640528c2f9bfaee1e1a33c2e243da5eeaa60c3a5d44a99a973","observation_id":"d69607fb-41e0-4737-bad2-e40d9e0862ba","resolution":{"observed_at":"2026-08-07T11:47:51.215134Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.961046Z","title":"Diffusion schr¨odinger bridge matching,","venue":null,"work_id":"3f2164b8-ab5f-4a16-b139-9dec9e65d6c8","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.069196Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:2274bb3b1ed8b552b7c550f2d8875001f94141125194826cd1ac68c6a90f0ff6","observation_id":"318c7a26-f5f7-4e82-a877-90e2bbcdaf73","resolution":{"observed_at":"2026-08-07T11:47:51.043859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.886521Z","title":"I2 sb: Image-to-image schr ¨odinger bridge,","venue":null,"work_id":"4efbca2c-a812-409f-a7d8-f10ae339fa88","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.113136Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:1b759a127b5bbd29f13238bf2b1cb6339b3fc3dc8d780c08ef4dff4545252f67","observation_id":"f47cd194-70d3-4d46-a6ca-74a367c08131","resolution":{"observed_at":"2026-08-07T11:47:50.915133Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2312.03491","last_updated":"2023-12-06T13:31:55Z","snapshot_observed_at":"2026-08-08T13:12:23.695657Z","submitted_at":"2023-12-06T13:31:55Z","title":"Schrodinger Bridges Beat Diffusion Models on Text-to-Speech Synthesis","version":1},"cited_work":{"arxiv_id":null,"doi":null,"metadata_source":null,"pith_arxiv_id":"2312.03491","snapshot_observed_at":"2026-08-07T11:46:59.146047Z","title":"Schrodinger bridges beat diffusion models on text-to-speech synthesis,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.146047Z"},"links":{"cited_paper":"/paper/2312.03491","citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:344bccde6b7eb87507797e9d3aa9799aaa45a9a431170355001d0c685b1768dd","observation_id":"a7eb3388-6fe2-4858-88fd-d0f2a269977c","resolution":{"observed_at":"2026-08-07T11:46:59.146047Z","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":"2026-08-07T11:47:50.767815Z","title":"Bridge-sr: Schr¨odinger bridge for efficient sr,","venue":null,"work_id":"8f64a491-076c-4ab9-b195-f16c51cd4324","year":2025},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.180153Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:0cdda76c9c191fa18c5c6ce0d369b296cc27c4cc7b95ccfcb83cb007455cc29d","observation_id":"e01f144f-55e0-438f-906b-6604cb0cf01a","resolution":{"observed_at":"2026-08-07T11:47:50.847936Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.675030Z","title":"Diffusion-based speech enhance- ment: Demonstration of performance and generalization,","venue":null,"work_id":"6d528731-b571-4922-8dfa-02e3833b12ed","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.223287Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:f02f2c911cd566473a0ea46e63f660707fc2c27fb489123782bf113e6a687cf7","observation_id":"146b2a5a-fc61-4806-b568-56c030e7e117","resolution":{"observed_at":"2026-08-07T11:47:50.719165Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.592914Z","title":"Tackling the generative learn- ing trilemma with denoising diffusion GANs,","venue":null,"work_id":"123c672d-2b60-42e7-ae04-b5f290f39234","year":2022},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.260687Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:8cd33242af7cb86e6348eff1c8979370e8a2440cf6cee856c4308cc944ff326e","observation_id":"304a6541-ac68-4399-a198-b4d0f0deb8d6","resolution":{"observed_at":"2026-08-07T11:47:50.631431Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.499194Z","title":"Semi-implicit denoising diffusion models (sid- dms),","venue":null,"work_id":"dfdabee5-0851-4afe-a6c7-56020fc6ada8","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.294963Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:d7a951d6b1cf20cb0e3b02828d92b6cad87c3278faf5dc034469575efccf33b8","observation_id":"55381f9b-6fa5-4af7-a541-87298d2867fb","resolution":{"observed_at":"2026-08-07T11:47:50.552024Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.413975Z","title":"Ufogen: You forward once large scale text-to-image generation via diffusion gans,","venue":null,"work_id":"309a2de6-5238-4cee-a7f9-d55a068be9f2","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.338154Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:ca0f7121c05c9c0f590b0a0a5c8fac5502deaa25f498b7cd5cc94d94731a9d7a","observation_id":"23b37423-1886-4af8-8f20-5b23e30b3904","resolution":{"observed_at":"2026-08-07T11:47:50.455154Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.316360Z","title":"Ears: An anechoic fullband speech dataset benchmarked for speech enhancement and derever- beration,","venue":null,"work_id":"65085b57-4f39-4642-90f6-8ab8b2ee8943","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.381488Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:df918acb6cb78bbdb5303600f73edcf7a89dab82ed81f1db1471aaf7abef4026","observation_id":"ecf1398e-8133-47b6-8cab-96c3dd72f78d","resolution":{"observed_at":"2026-08-07T11:47:50.356714Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:50.223295Z","title":"Adversarial schr ¨odinger bridge matching,","venue":null,"work_id":"0b3cc796-7819-4611-8e65-057168dfdf30","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.417389Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:fb8c7c2899d656c8cd8065dacde560806d76d45d68a959c2f6984368e87ad8d1","observation_id":"81165c80-f3ba-4d97-91c1-20cfb729ce6b","resolution":{"observed_at":"2026-08-07T11:47:50.267604Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:46:59.453027Z","title":"High fidelity neural audio compression,","venue":null,"work_id":null,"year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.453027Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:a5eec8ea6ec8d09da5ff8e2b15b290512d8c2505b86a4aa8a14ff8c9c3aecd6a","observation_id":"57cc08e9-fd3f-4372-83a3-28e19ff7faeb","resolution":{"observed_at":"2026-08-07T11:46:59.453027Z","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":"2026-08-07T11:47:50.076623Z","title":"Diffusion-based generative speech source separation,","venue":null,"work_id":"d964b986-3598-4230-9f7a-929fc71a12dc","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.487782Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:54233e689d3b865424115e03f6b3c03a93064d44e0cf86982676438e8cd56924","observation_id":"57b88685-a033-48af-a207-68a449e08ed4","resolution":{"observed_at":"2026-08-07T11:47:50.149307Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:49.956327Z","title":"High-fidelity audio compression with improved rvqgan,","venue":null,"work_id":"5b9c0761-45f3-4b54-ada7-b3e4b6d6f14b","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.525622Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:8660a3a4d384470152e25d2fc4ec4498ba718e138743c72c1b88b7bb4faaa45c","observation_id":"a9e27b39-1086-4630-a0c4-e8b44dd72d19","resolution":{"observed_at":"2026-08-07T11:47:50.012017Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:46:59.558113Z","title":"Decoupled weight decay regulariza- tion,","venue":null,"work_id":null,"year":2019},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.558113Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:87d0046523801f71097866ed9157165a857a7c2f9eff00fc54439f67e0f13bb4","observation_id":"ea087756-580f-45f2-a710-8502fba945bf","resolution":{"observed_at":"2026-08-07T11:46:59.558113Z","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":"2026-08-07T11:47:49.816386Z","title":"Improved techniques for training score- based generative models,","venue":null,"work_id":"d3fa4847-185f-4139-ae43-dee1a1b6bf91","year":2020},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.603448Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:5b199c364c41ef375ee0a4c075741629f2317ccec66507dec9cc29ee7d8c7579","observation_id":"729b368d-eb4c-4303-a606-ade220696452","resolution":{"observed_at":"2026-08-07T11:47:49.884605Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:49.697049Z","title":"Perceptual eval- uation of speech quality (pesq)-a new method for speech quality assessment of telephone networks and codecs,","venue":null,"work_id":"08e7e8c9-29b2-4440-8612-413deacbef46","year":2001},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.649445Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:4cbc5c0e38155ae23860fe02dc71b4ffd8fe735b88d962b7e299a9c176333d3a","observation_id":"fe1ea0c3-4cbb-405c-8e52-976b8f002b6f","resolution":{"observed_at":"2026-08-07T11:47:49.751795Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:49.555076Z","title":"Sdr – half-baked or well done?","venue":null,"work_id":"10d72a84-9a30-4882-b072-a7cbb223bfb3","year":2019},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.685140Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:7b9169bef02e93cc9bac14b7cb9570079aee46d5f1809573261d3791eb65f152","observation_id":"bd048368-52ec-47f5-9767-de493290e2ab","resolution":{"observed_at":"2026-08-07T11:47:49.641143Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.769499Z","title":"An algorithm for predicting the intelligi- bility of speech masked by modulated noise maskers,","venue":null,"work_id":"a6a68f7d-d710-4e43-b3e6-7d0518824132","year":2009},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.718396Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:fbca82fbca53ebe781d15edefad0d00c5219acc638b2aa8b675ff57cffa24eab","observation_id":"976b3bf1-6c50-4b94-bb3e-e99b36a18e8a","resolution":{"observed_at":"2026-08-07T11:47:00.816494Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.691222Z","title":"Dnsmos: A non- intrusive perceptual objective speech quality metric to evaluate noise suppressors,","venue":null,"work_id":"b420d41f-dea7-46e2-850f-ce0374d0b088","year":2021},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.772207Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:9054f4f3976d923e35af86cf6ffea998ae2a72fba0db918ab62896b001c8bdc0","observation_id":"68022d8d-dec6-4f3a-b2c1-f8974270bcde","resolution":{"observed_at":"2026-08-07T11:47:00.719040Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.624407Z","title":"Icassp 2024 speech signal improvement challenge,","venue":null,"work_id":"efecd0dd-afdd-4b64-b471-f6361a3f7721","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.816417Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:c92b701cbe79d6cf3925fae1aec7c4193f88ae71ce77c3f348fdcf36e38b208a","observation_id":"4e702f8e-46bc-4d43-b532-4c1a32319477","resolution":{"observed_at":"2026-08-07T11:47:00.651371Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.545229Z","title":"Conv-tasnet: Surpassing ideal time– frequency magnitude masking for speech separation,","venue":null,"work_id":"045c8bbe-96aa-4c5f-852d-16463b22970c","year":2019},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.862111Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:2f63eac045eb548896e78e1f1dd44ec935ea903f584d99b70a8c7e3409ca3aea","observation_id":"53bca5b1-8d0b-4d31-b539-453027187e2a","resolution":{"observed_at":"2026-08-07T11:47:00.583359Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.444408Z","title":"Hybrid transformers for music source separation,","venue":null,"work_id":"192a3ffd-f318-4a52-9834-3259b7c2f14d","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.897468Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:7f3e0b91143e0d84d93353bfc5cb85ad99c27a1b79c4df35614028bf4787f83c","observation_id":"ca70d1ab-4f90-49f5-945e-15088ca5a3de","resolution":{"observed_at":"2026-08-07T11:47:00.484385Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.365285Z","title":"torch-pesq: Loss function inspired by the pesq score,","venue":null,"work_id":"4fbf7936-2ffe-4a1e-a380-02a4ca3f0174","year":2023},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.945219Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:095529b5047888fd7c436d1b9bd34be06f2655e0f45970bd710a6eab97cffd0d","observation_id":"46998531-467e-4766-a617-199d2b1df379","resolution":{"observed_at":"2026-08-07T11:47:00.394766Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.287108Z","title":"The pesqetarian: On the relevance of goodhart’s law for speech en- hancement,","venue":null,"work_id":"640e90f6-4c4f-4be5-adae-41e180c0a069","year":2024},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-08-07T11:46:59.980670Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:995bbb98811e7f3b7e81759ba18e7ec899619b90bb64b978f3bba2eaf967a9dd","observation_id":"a0c9602b-f0ae-4fae-8706-c69c9d2926fc","resolution":{"observed_at":"2026-08-07T11:47:00.324651Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+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":"2026-08-07T11:47:00.207579Z","title":"Nu-wave: A diffusion probabilistic model for neural audio upsampling,","venue":null,"work_id":"27655353-b85f-4043-9eae-591715cd316b","year":2021},"citing_paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-08-07T11:47:00.020691Z"},"links":{"citing_paper":"/paper/2506.01460"},"observation_digest":"sha256:7ca0009260179627c9c0f0565df1963ea8f11a59b978a5a397e20b24ee3ca487","observation_id":"77fd3c70-acab-4f91-b4d2-d8e44ed3aa0a","resolution":{"observed_at":"2026-08-07T11:47:00.245303Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-08-09T06:31:02.800959+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2506.01460","last_updated":"2025-06-02T09:17:35Z","latest_version":1,"primary_category":"cs.SD","snapshot_observed_at":"2026-08-07T11:38:16.771762Z","submitted_at":"2025-06-02T09:17:35Z","title":"Few-step Adversarial Schr\\\"{o}dinger Bridge for Generative Speech Enhancement"},"reference_resolution":{"displayed":43,"state_counts":{"malformed_identifier":1,"metadata_mismatch":0,"parse_uncertain":0,"unresolved":7,"verified_exact":1,"verified_fuzzy":34},"total_outbound_references":43},"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":"2026-08-09T06:31:02.800959+00:00","source":"crossref"},{"observed_at":"2026-08-09T06:30:57.326959+00:00","source":"retraction_watch"}],"thesis":"As of 10 August 2026, this Paper Citation Record lists 43 of 43 outbound references and 1 inbound Pith citation observation for arXiv:2506.01460."}