{"as_of":"2026-07-22T01:39:00Z","caps":{"database_statements":6,"inbound":100,"outbound":100},"context_digest":"sha256:77bf07512200144ef0899178a3338acdbbf956e711ad5f136acb8ae3a5c66c56","coverage":[{"denominator":59,"lane":"reference_resolution","note":"Typed states for the displayed outbound observations.","records_observed":59,"source":"paper_references, paper_reference_links","source_observed_at":"2026-05-10T14:35:20.515352Z","state":"measured"},{"denominator":60,"lane":"standing_notices","note":"One-hop event checks from named stored sources.","records_observed":60,"source":"scholarly_work_events, retraction_status_cache","source_observed_at":"2026-07-21T06:31:05.380196+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":"2026-05-10T14:35:20.515352Z","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":"2026-05-10T14:35:33.977936Z","state":"measured"}],"external_citation_measurements":[],"inbound":[{"citation":{"cited_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"cited_work":{"arxiv_id":"2604.12398","doi":null,"metadata_source":"pith","pith_arxiv_id":"2604.12398","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","venue":"eess.AS","work_id":"5432e973-ae98-4ca3-9c34-771699ec6c9e","year":2026},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2604.12398","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:c5b1364a8bd1c6808817af2a8cccc2de04d0fddb9558b46b12c893c37b323322","observation_id":"8a484e0d-928e-445b-a96a-714fb8bc5d36","resolution":{"observed_at":"2026-05-10T14:35:33.993799Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}}],"links":{"evidence":"/evidence","html":"/paper/2604.12398/citation-record","integrity":"/paper/2604.12398/integrity","json":"/paper/2604.12398/citation-record.json","paper":"/paper/2604.12398"},"outbound":[{"citation":{"cited_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"cited_work":{"arxiv_id":"2604.12398","doi":null,"metadata_source":"pith","pith_arxiv_id":"2604.12398","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","venue":"eess.AS","work_id":"5432e973-ae98-4ca3-9c34-771699ec6c9e","year":2026},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":1,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2604.12398","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:c5b1364a8bd1c6808817af2a8cccc2de04d0fddb9558b46b12c893c37b323322","observation_id":"8a484e0d-928e-445b-a96a-714fb8bc5d36","resolution":{"observed_at":"2026-05-10T14:35:33.993799Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"fd54e8ab-0a8b-46e1-9f18-2650c2089540","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":2,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:941ed34c3057a01a8b9414fccaaba9b139883db80762f86ad80b6d7d41bc364b","observation_id":"533c8c0b-2b66-4fdd-a476-3adad274b169","resolution":{"observed_at":"2026-05-18T12:16:23.031264Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"1d92d9df-fe1b-4b3e-9656-f401d8cabc6d","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":3,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:a500b680c4ba62ddeda94f7f85fab8a0eda404daef6f7f3286e5e95248f3d778","observation_id":"a78ff558-a29a-4394-bb78-5f09a5dbba5a","resolution":{"observed_at":"2026-05-18T12:16:23.037858Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"9aba2738-2025-4c59-94cc-28bb22b0fb74","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":4,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:e6bd07058bb2dd75a7fde0834f8c48cfe0d4224c15c76a50973f95b058d3f3e0","observation_id":"18671bcd-6ed2-4e64-a532-fb0d0ad9ed4c","resolution":{"observed_at":"2026-05-18T12:16:22.933257Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Shelley” can be paired with a hint word “healthy","venue":null,"work_id":"f8c3ef24-8e16-4864-816a-8660adf0dd83","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":5,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:8152740ab465994accc2301aedbf6c89593c274d3c58d915fc6ec47e17e17946","observation_id":"8631645a-7a8b-4a1a-b796-47b0f4bd58d7","resolution":{"observed_at":"2026-05-18T12:16:22.993791Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Non-ctx”: non-contextual ASR, “Ctx","venue":null,"work_id":"91cf45fe-f38a-441a-b9fd-2fff7eb8e229","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":6,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:ed6261cb903d6f4ed0f6a0b9b093edb636278ed75db57ad7b4c753a61cdcfdd1","observation_id":"311f5210-494b-45f0-809d-e288c652dde9","resolution":{"observed_at":"2026-05-18T12:16:23.041016Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"07008ea6-6b12-4cab-9a81-41d2191c60bd","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":7,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:e0298ce00e0307e891a65e02ab3bf147f49c088a4eb2e41fef314cf084f93737","observation_id":"74a41bbc-5fc2-4d4b-a08d-06f3a690a0b0","resolution":{"observed_at":"2026-05-18T12:16:22.982189Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"e25bb424-3b48-4413-b8f9-b81bd1b070db","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":8,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:88e92646a142fef4f93a054f9107aa9901e7df227f0ad92fcff710cb29af0290","observation_id":"0e7970d3-3473-4310-b15f-01134a18a6d1","resolution":{"observed_at":"2026-05-18T12:16:22.985001Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"20422cd2-c31b-4284-b4d7-020248655aeb","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":9,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:caa3ae5077b11f34e1b392feb547ea1b0201642df2a62cf3e91671af6f5a415e","observation_id":"a620f8af-b318-4146-a9ca-074fa2bc8380","resolution":{"observed_at":"2026-05-18T12:16:23.020696Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"278d0404-0467-4531-bfef-a68807f8ac44","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":10,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:77344f6f57f35b2c77975c4d2e6f27c72b3ad16441b21fadb069b5f3887c3e48","observation_id":"1bfe0267-57fd-476e-ab3c-2efee9621940","resolution":{"observed_at":"2026-05-18T12:16:22.976602Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"25b17492-83f1-47b6-bbdf-360506ba22bb","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":11,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:9bcfb60d0068e4b41181272f36219c78dc84a00713e6ee706a4085b914628e83","observation_id":"c334923a-679c-42a9-b894-59e2b03fb13c","resolution":{"observed_at":"2026-05-18T12:16:22.973595Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Contextual ASR performance (%) of the proposed SLLM on Librispeechtest-other","venue":null,"work_id":"f34eb461-7132-4679-80f4-8de7c79acbb8","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":12,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:5ecf7c32d9b9a466c91914400582ba8b0bb987d32bdc2ffd00eb5c62cd877b8d","observation_id":"117f8fe4-225e-4ea5-a1a5-0fa7f551ec1b","resolution":{"observed_at":"2026-05-18T12:16:22.951652Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"3014e694-4dd3-445b-b1b0-dffa12e14d5f","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":13,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:3a250a3c8ceafd066330c82bad8b3749a04c59b03e88edd83ae92054d4e9db65","observation_id":"50c398b2-0e66-4a54-9c87-7e7172aba648","resolution":{"observed_at":"2026-05-18T12:16:22.979366Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"6874594c-5754-412e-ad73-2b232ce4a1ac","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":14,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:f7dc1419128c2e2b4018ab9cd6de9dec3b33804a5c0ab45a2634c9aa4b8e0239","observation_id":"a8b925f6-a43a-41e5-8a69-4f378d5d9465","resolution":{"observed_at":"2026-05-18T12:16:22.966073Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"97b5ca14-88ec-4551-8ecf-b2d1b76a43eb","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":15,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:4187ef6d70e15b804d6358d8016fba84d354a010de18752ceb74baf7723d4a34","observation_id":"6f57d175-d61d-4ead-9def-d1e67f90c445","resolution":{"observed_at":"2026-05-18T12:16:22.996617Z","resolver_source":"raw_fallback","status":"parse_uncertain"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"97614c10-2b05-49f2-b2c4-bec56f05b78d","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":16,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:158d8387166b1540639bcab652105178371841615717b584a51d3b93ab11df95","observation_id":"72e68667-907b-481f-a5e6-d063784b3a14","resolution":{"observed_at":"2026-05-18T12:16:22.960622Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"In the second experiment, we assessed our complete proposed pipeline on a larger data scale","venue":null,"work_id":"0bb809bc-c7ee-4c72-8fd9-6c5c73dab64a","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":17,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:449afa311f6456d05a4b57eabf15f7b29ce7814ad556d324d29e9de983fa4265","observation_id":"b7c33e7f-0648-4d4a-b8cf-0a290b3be0f2","resolution":{"observed_at":"2026-05-18T12:16:23.017626Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"7ee0796e-2c01-4218-8f49-c76098625db2","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":18,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:3c0c17cbbf33a3564d8958cbffac8711222d444899a6aaad2b2eab7dd9e76e50","observation_id":"2edd4546-a25d-49ed-b91d-7fab5b000bf0","resolution":{"observed_at":"2026-05-18T12:16:22.987715Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8140470e-bbaf-44d8-a137-db87dabd812a","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":19,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:a92e76f091623eeb563b9367013b289981df2a1cf63ed856e75538f220a93180","observation_id":"333f44c7-84f4-4aac-a86a-6bed64bd09cd","resolution":{"observed_at":"2026-05-18T12:16:23.067968Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"d2d59492-bb0d-4317-9a93-c0dd00c55aba","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":20,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:7a81616013111b696ede7b9bb3012f4212bd9d5586a6adf684d6b60c4075bbcc","observation_id":"d46909e0-0909-4a05-86d5-6604b7ac59d9","resolution":{"observed_at":"2026-05-18T12:16:23.084358Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"35c4f653-69ec-46b8-b7ca-1a97240660ef","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":21,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:69682eb945e8f2480fe08625007749a6aed12bb347e3cb0214d539c5b65aeaf3","observation_id":"68958474-7aba-4981-bd4f-980e9ec17130","resolution":{"observed_at":"2026-05-18T12:16:23.098165Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"ae9d8103-6a81-49f5-ba48-353a5c05b40a","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":22,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:20a5db047b97ef4f206abc02493f44ea87cc3f730c83104c877f53e376e09352","observation_id":"d00801d0-701a-4dc3-92f4-01ba6b801c1d","resolution":{"observed_at":"2026-05-18T12:16:23.093274Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"cb385bdb-8a91-48db-934a-19f67964c36b","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":23,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:0bb9674c6706d311ea0a84fc8cbbad2694c7f82193352ca7b15fe43f5bd07dbd","observation_id":"a2b97026-b456-4d28-af85-c4400e75f532","resolution":{"observed_at":"2026-05-18T12:16:23.081406Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"e1f4f8df-27de-44ed-9116-472ccfb19491","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":24,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:1edbcc86a6e6d0e64cd2aedcc6bf179aef8ab3922f4fb5dbe3237b4f89f95f92","observation_id":"b198211f-7984-43f0-b0d2-0142465309aa","resolution":{"observed_at":"2026-05-18T12:16:23.101381Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"e7eb9cd9-0005-4104-9655-e62791fdb57e","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":25,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:88b99eb0b7c7db62489969aac9766d860cbf861b264936dcd32a22693fe620a2","observation_id":"6056d988-bfba-448b-8ad8-2349a8fc0822","resolution":{"observed_at":"2026-05-18T12:16:23.090186Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"58673aa7-76b6-4c28-ab4d-68a6c0d8cd67","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":26,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:9b0738ada3de2489f22e0fa53ce1fbf6b092a0a955062f361a603ba4107c4caf","observation_id":"3c8958d7-c949-4d30-a1e9-4703e6eac51a","resolution":{"observed_at":"2026-05-18T12:16:23.087269Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"08b51cff-b077-4077-892b-a8321323e7cb","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":27,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:5effc9de362b70bba5ae592956d4228a44e5027ee80d89c510acbd912388a554","observation_id":"29f60c9e-61a6-461d-8df1-be117d31db9b","resolution":{"observed_at":"2026-05-18T12:16:23.071276Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"72c1ef64-2d04-4f71-95b4-136756ff7da6","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":28,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:a35d6b9af8330c647fe295455b1c66caa1921f1de9a26f00d2c70215e7847b2e","observation_id":"0c6c317f-d8ca-47fd-b43a-6893a6ad81be","resolution":{"observed_at":"2026-05-18T12:16:23.064925Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"8cc9fa0d-26d2-4a14-ac3f-1ce076b86827","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":29,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:b1f750a1ed4b50c36a519a17fa62e99e428b25b9600dc85256ac461527cbb60d","observation_id":"bb88e3dc-90a8-443b-9b11-51448f41ab13","resolution":{"observed_at":"2026-05-18T12:16:23.074201Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Ctx, no phonetic hint","venue":null,"work_id":"e102316e-acce-49b0-a3ce-e98fa7bcced9","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":30,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:440db476ba124233715496b16fa3f645e1effd7ac4e71f08744f024a14ef9691","observation_id":"1a7099e4-5509-4153-b0c1-b39f8f898025","resolution":{"observed_at":"2026-05-18T12:16:23.077799Z","resolver_source":"raw_fallback","status":"malformed_identifier"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":null,"venue":null,"work_id":"65696ffa-c34c-47fc-8b9a-0069e6cdcd2a","year":null},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":31,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:077b91481c2e1d02100ef1f27639c2b18589212dda02c38b19288128635974b7","observation_id":"9ab0cf88-f113-4add-bed3-9e9b4f7d4dbb","resolution":{"observed_at":"2026-05-18T12:16:23.054677Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2402.08846","last_updated":"2024-02-13T23:25:04Z","snapshot_observed_at":"2026-07-06T17:29:47.564468Z","submitted_at":"2024-02-13T23:25:04Z","title":"An Embarrassingly Simple Approach for LLM with Strong ASR Capacity","version":1},"cited_work":{"arxiv_id":"2402.08846","doi":null,"metadata_source":"pith","pith_arxiv_id":"2402.08846","snapshot_observed_at":"2026-07-10T20:37:34.440026Z","title":"An embarrassingly simple approach for LLM with strong ASR capacity","venue":"cs.CL","work_id":"d0cf5313-bc88-4f8f-9a2c-9012a25a93dd","year":2024},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":32,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2402.08846","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:70e084f92536cd61c097be7bcdecde0d8967c338f83c59afb3a028fd6d191ce6","observation_id":"d5c21b94-693d-4df0-ae81-e480800009b4","resolution":{"observed_at":"2026-05-10T14:35:33.952747Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2407.21783","last_updated":"2024-11-23T23:27:33Z","snapshot_observed_at":"2026-07-06T18:55:11.576666Z","submitted_at":"2024-07-31T17:54:27Z","title":"The Llama 3 Herd of Models","version":3},"cited_work":{"arxiv_id":"2407.21783","doi":"10.1016/s0749-0720(15","metadata_source":"pith","pith_arxiv_id":"2407.21783","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"The Llama 3 Herd of Models","venue":"cs.AI","work_id":"1549a635-88af-4ac1-acfe-51ae7bb53345","year":2024},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":33,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2407.21783","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:e9adefb3d5e121aedc3d45e0b1d1db28ffa5a799493bf3613032f9e45b28af3b","observation_id":"523812cb-b9ec-43d9-b14b-4736c3974753","resolution":{"observed_at":"2026-05-10T14:35:34.011345Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2503.01743","last_updated":"2025-03-07T09:05:58Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2025-03-03T17:05:52Z","title":"Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs","version":2},"cited_work":{"arxiv_id":"2503.01743","doi":"10.18653/v1/2023.wmt-1.23","metadata_source":"pith","pith_arxiv_id":"2503.01743","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"Phi-4-Mini Technical Report: Compact yet Powerful Multimodal Language Models via Mixture-of-LoRAs","venue":"cs.CL","work_id":"83956045-536a-41ff-af02-b80e2a614eab","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":34,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2503.01743","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:c5b3dfd0d35b88dd8ed2ae33bd950aa3dfd70fb02200e4019d9863a1801ca6b8","observation_id":"95db6952-3fa9-4d1a-bbe3-9fd43d583bf3","resolution":{"observed_at":"2026-05-11T22:22:28.302846Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2505.08699","last_updated":"2025-05-14T02:10:29Z","snapshot_observed_at":"2026-07-06T21:23:19.117703Z","submitted_at":"2025-05-13T15:58:57Z","title":"Granite-speech: open-source speech-aware LLMs with strong English ASR capabilities","version":2},"cited_work":{"arxiv_id":"2505.08699","doi":"10.48550/arxiv.2505.08699","metadata_source":"arxiv_reference","pith_arxiv_id":"2505.08699","snapshot_observed_at":"2026-07-10T12:15:01.137692Z","title":"Granite-speech: open-source speech-aware llms with strong english asr capabilities","venue":null,"work_id":"ae35a2e9-11a4-4654-a808-1a57efb893aa","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":35,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2505.08699","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:c4db113157d59700176c67ce267ba28b44e517e18da3be3fcf26cc0e61f26eb1","observation_id":"4df159a1-f3ed-4d07-8975-23a9ebc674ea","resolution":{"observed_at":"2026-05-10T14:35:34.019668Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Contextual RNN-T for open domain ASR","venue":null,"work_id":"324fa18f-f2a6-4ab9-9d49-08f8943afeff","year":2020},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":36,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:209fd2ab09febfd576575fe468a2394cf86e10ed9873d3722cd82413ca143615","observation_id":"7f92fc30-78b5-4844-b656-5411835d8efa","resolution":{"observed_at":"2026-05-18T12:16:22.957859Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Improv- ing ASR contextual biasing with guided attention","venue":null,"work_id":"2fa4cca0-a051-43a3-a22d-3e44ebde6c06","year":2024},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":37,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:b75b9d26fdd5a2ba07331b0a9401bd6feacf5a8481e3b96055c59a09b62ab6da","observation_id":"b43cc6f0-2434-4849-a577-5711e744f95b","resolution":{"observed_at":"2026-05-18T12:16:22.954641Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Adaptive context biasing in transformer-based ASR systems","venue":null,"work_id":"93dbf4da-c933-425b-977e-928b56e1db5b","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":38,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:49ba5647b68e95725040f5867fa9f5683c9b34e7cb321833b04a4aea4ea6e20d","observation_id":"0c947fd1-df99-4edf-8d55-99af1ce030f3","resolution":{"observed_at":"2026-05-18T12:16:23.061517Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Contex- tual biasing of named-entities with large language models","venue":null,"work_id":"94afaeac-e3ac-4b47-95f1-6e627694076a","year":2024},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":39,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:a6913fe53f4c6aa0c84078cdbcbf73ab02dc3cdbe61caac2254ed83e439a7806","observation_id":"1c638701-eec3-4c65-802a-bab12d93ee65","resolution":{"observed_at":"2026-05-18T12:16:23.024245Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Con- textual biasing speech recognition in speech-enhanced large language model","venue":null,"work_id":"6c45574a-93ee-4939-8210-ec89ee9c2091","year":2024},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":40,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:97f4da19983c7cd5562aa3af93002650e2951ae9e87213437762da8f6d46b746","observation_id":"677ffb4a-7ad8-4f3b-8e65-2836b47b35ac","resolution":{"observed_at":"2026-05-18T12:16:23.027817Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"CTC-assisted LLM-based contextual ASR","venue":null,"work_id":"3ea8f19f-0388-4325-b5c2-81b1c5b206ae","year":2024},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":41,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:101ac4bba6be657e3e4b9d46e6965e44473ceef920827dcf30da65b51098df56","observation_id":"96b723b1-345c-4ac6-b2c0-6f968cbf9805","resolution":{"observed_at":"2026-05-18T12:16:23.003329Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"CMT-LLM: Contextual multi-talker ASR utilizing large lan- guage models","venue":null,"work_id":"04bce96f-32ad-41d6-a53f-f96733d2ea97","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":42,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:724ec19cd95b1d85658b373f1ded1ff8bfe635704aad819d2cd9ffd70f8ad3d3","observation_id":"7c28dcb8-2907-49ba-a7e9-23c96fc3ba75","resolution":{"observed_at":"2026-05-18T12:16:22.969059Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"BR-ASR: Effi- cient and scalable bias retrieval framework for contextual bias- ing ASR in speech LLM","venue":null,"work_id":"2b5998c0-c463-4625-b764-db08a3595575","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":43,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:97367bdf0615ddb608ce4acc631ddc6c6f3e1be1fa24fb438ee30309bad4916b","observation_id":"76ca19d4-34a3-4466-9543-b8844a8c3049","resolution":{"observed_at":"2026-05-18T12:16:22.999388Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Ranking and selection of bias words for contextual bias speech recogni- tion","venue":null,"work_id":"2d1e891e-0b49-4fa4-914e-5e93204e7bee","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":44,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:39e774c7b44146f41acd8523d659e32950f25f036ec154f1e4c4b99b5e5bd54c","observation_id":"5221dbb2-154b-4cf4-88b2-63e79358f8e9","resolution":{"observed_at":"2026-05-18T12:16:23.046850Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Proc- ter: Pronunciation-aware contextual adapter for personalized speech recognition in neural transducers","venue":null,"work_id":"09d38386-a07b-45c2-82d4-b46e4d50bfe8","year":2023},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":45,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:b188aedb730e0d23d0bab39985a4de26ce78fffe4942f3c408c1f872a32736bf","observation_id":"7bcd427d-015d-449a-9d92-dc7d9a97ca78","resolution":{"observed_at":"2026-05-18T12:16:23.014790Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Improving large-scale deep biasing with phoneme features and text-only data in streaming transducer","venue":null,"work_id":"20f06235-be74-4888-946f-4a73da6b20ba","year":2023},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":46,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:f8744015025842d26fc9cc5bb70968d465bd8d86bae1bec634db282b42e32fa1","observation_id":"a0e82970-3fb5-4296-9a2f-b8ead9edd64b","resolution":{"observed_at":"2026-05-18T12:16:23.011698Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2509.04357","last_updated":"2025-09-04T16:18:34Z","snapshot_observed_at":"2026-07-06T22:24:04.107920Z","submitted_at":"2025-09-04T16:18:34Z","title":"PARCO: Phoneme-Augmented Robust Contextual ASR via Contrastive Entity Disambiguation","version":1},"cited_work":{"arxiv_id":"2509.04357","doi":null,"metadata_source":"arxiv_reference","pith_arxiv_id":"2509.04357","snapshot_observed_at":"2026-06-05T21:23:00.469572Z","title":"PARCO: Phoneme-augmented robust contextual ASR via contrastive entity disambiguation","venue":null,"work_id":"0589508e-11d1-434a-bca7-81e173b90394","year":2025},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":47,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2509.04357","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:731cfc72ffdb704e28407cc21e04bb0438b94bda8c51c12bfe0b7e2780878891","observation_id":"3bd14a64-2d60-4b90-aa61-e92dbbc4c81d","resolution":{"observed_at":"2026-05-10T14:35:33.973336Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Connectionist temporal classification: La- belling unsegmented sequence data with recurrent neural net- works","venue":null,"work_id":"493b8e2a-fd8e-4fb7-81da-634f1c58c36d","year":2006},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":48,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:37a82a2718456c3d19c3b926e5bfa75024478f8b8463dc893e4c3d15469ddff3","observation_id":"2b23bdd9-356b-4787-a8b0-f519f88c4894","resolution":{"observed_at":"2026-05-18T12:16:23.008771Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"BLIP-2: Bootstrapping language-image pre-training with frozen image encoders and large language models","venue":null,"work_id":"664448e4-84ea-419c-aeef-81f400aacfd0","year":2023},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":49,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:9aae3316820c7d0ebc34d108d93b454a0ca588967e87b25ba64d6e01f9b1ab6c","observation_id":"49bc6567-e99c-4287-8203-96aea0d60e14","resolution":{"observed_at":"2026-05-18T12:16:23.034878Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.09685","last_updated":"2021-10-16T18:40:34Z","snapshot_observed_at":"2026-07-06T02:11:23.670680Z","submitted_at":"2021-06-17T17:37:18Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","version":2},"cited_work":{"arxiv_id":"2106.09685","doi":"10.4088/pcc.v03n0609","metadata_source":"pith","pith_arxiv_id":"2106.09685","snapshot_observed_at":"2026-07-11T11:50:26.030339Z","title":"LoRA: Low-Rank Adaptation of Large Language Models","venue":"cs.CL","work_id":"0426219a-789e-4964-adc8-a04538510818","year":2021},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":50,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2106.09685","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:b3bc92b0721aa1c150903f4d9bdc9122f373e2837c5681ba9ae2a6b2c553c319","observation_id":"7d88ac2a-38c5-4957-a6e6-53afa17d5c5a","resolution":{"observed_at":"2026-05-10T14:35:34.007281Z","resolver_source":"local_arxiv","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Librispeech: An ASR corpus based on public domain audio books","venue":null,"work_id":"070806ad-b390-4cc1-aeed-c5ec77e07389","year":2015},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":51,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:22c13e656852754882d0785ffcd4be095eb1e240efd2fc4697460e0598e10b57","observation_id":"6dd18b50-0ecc-4bba-b795-06ae09d2cb52","resolution":{"observed_at":"2026-05-18T12:16:22.946557Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Common V oice: A massively-multilingual speech corpus","venue":null,"work_id":"e903a366-9699-4eac-8a99-11b6457723cb","year":2020},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":52,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:7c2f92b83d67954f02b360f4ef7bb7d8c5a54c3e692fcfbd9d91c2e5c3eda344","observation_id":"324bbfc9-a790-4c98-a0dc-23abb2ccc23d","resolution":{"observed_at":"2026-05-18T12:16:22.990724Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Automatic speech recognition performance on a voicemail transcription task","venue":null,"work_id":"f19dec6e-733c-4731-b705-e12a29714cb1","year":2002},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":53,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:5a72e55b7b00e7db7267354e6db1277fc73053590aa73ad56a68ba84ad963be1","observation_id":"0da33cbe-04c5-482c-a601-da43189ec9a7","resolution":{"observed_at":"2026-05-18T12:16:23.050253Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"The AMI meeting corpus","venue":null,"work_id":"5c2e8404-22f1-4cec-929f-2fb1609e9ff5","year":2005},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":54,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:85930be15452f9819a5dd2e0fdc398758448f6e5bae0a03d8a4627c268331488","observation_id":"c1bee9eb-3815-471a-b178-7df81ed7a173","resolution":{"observed_at":"2026-05-18T12:16:22.935864Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"V oxPop- uli: A large-scale multilingual speech corpus for representation learning, semi-supervised learning and interpretation","venue":null,"work_id":"869f5bdd-1eb1-4409-bb6a-5e059301b680","year":2021},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":55,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:e189755ae36134ad4d8c6350d08578d6cb083ec4acf1e5e29650a82bf234fcd2","observation_id":"72307b38-0312-4463-92ab-4dc0a7017ced","resolution":{"observed_at":"2026-05-18T12:16:22.938932Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"SPGISpeech: 5,000 hours of transcribed financial audio for fully formatted end-to-end speech recognition","venue":null,"work_id":"cd4b4d5c-7a2e-4a2b-9970-05aeadb52835","year":2021},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":56,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:c30eb9f805621714b8f232a9c9eabda2c4bd43cbf2fd106cb45d624a308d0990","observation_id":"d8e63a8e-50e3-486f-bfde-7a29d9e40251","resolution":{"observed_at":"2026-05-18T12:16:22.942749Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"Gi- gaSpeech: An evolving, multi-domain ASR corpus with 10,000 hours of transcribed audio","venue":null,"work_id":"2fcbae9a-a64e-4732-8af8-7fe28eb7a56c","year":2021},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":57,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:43070551b62c4d205f9de5d57a39e2cbf56b68f5347ca8a40f5ea00a3260320f","observation_id":"35ede2cf-9094-419f-aa8e-04451f3e8ca3","resolution":{"observed_at":"2026-05-18T12:16:23.005865Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}},{"citation":{"cited_paper":{"arxiv_id":"2106.04624","last_updated":"2021-06-08T18:22:56Z","snapshot_observed_at":"2026-07-06T11:17:18.147074Z","submitted_at":"2021-06-08T18:22:56Z","title":"SpeechBrain: A General-Purpose Speech Toolkit","version":1},"cited_work":{"arxiv_id":"2106.04624","doi":null,"metadata_source":"pith","pith_arxiv_id":"2106.04624","snapshot_observed_at":"2026-07-07T20:34:09.733636Z","title":"SpeechBrain: A general- purpose speech toolkit","venue":"eess.AS","work_id":"21b4460f-26ae-410a-a409-f69a6b2005da","year":2021},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":58,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"cited_paper":"/paper/2106.04624","citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:9a76d70d8e44e523cfac68dc8997b611fe500e531800c752cfc3f113c13e1dab","observation_id":"a2f19927-ea26-4e36-a4bc-0ddffeaa8bfe","resolution":{"observed_at":"2026-05-10T14:35:33.967335Z","resolver_source":"arxiv_id","status":"verified_exact"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+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":"2026-06-05T21:23:00.469572Z","title":"SoundChoice: Grapheme-to-phoneme models with semantic disambigua- tion","venue":null,"work_id":"14de7531-abed-4c21-ba73-6e1970f63181","year":2022},"citing_paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction","version":1},"reference_index":59,"source":"pdf_text","source_observed_at":"2026-05-10T14:35:20.515352Z"},"links":{"citing_paper":"/paper/2604.12398"},"observation_digest":"sha256:d04cd2b3d7d408063cd12cad664dd51726bb3b740f535fddaa6b88bd38b795f7","observation_id":"19f3e2bc-3369-4c89-b176-c7e11d932f8b","resolution":{"observed_at":"2026-05-18T12:16:23.043850Z","resolver_source":"raw_fallback","status":"verified_fuzzy"},"standing_notice":{"events":[],"observation":"No event found in the named queried sources as of 2026-07-21T06:31:05.380196+00:00.","reason":null,"source_receipts":[{"observed_at":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"state":"measured"}}],"paper":{"arxiv_id":"2604.12398","last_updated":"2026-04-14T07:33:44Z","latest_version":1,"primary_category":"eess.AS","snapshot_observed_at":"2026-07-06T23:00:37.144068Z","submitted_at":"2026-04-14T07:33:44Z","title":"Contextual Biasing for ASR in Speech LLM with Common Word Cues and Bias Word Position Prediction"},"reference_resolution":{"displayed":59,"state_counts":{"malformed_identifier":5,"metadata_mismatch":0,"parse_uncertain":1,"unresolved":0,"verified_exact":8,"verified_fuzzy":45},"total_outbound_references":59},"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":"2026-07-21T06:31:05.380196+00:00","source":"crossref"},{"observed_at":"2026-07-21T06:31:00.184556+00:00","source":"retraction_watch"}],"thesis":"As of 22 July 2026, this Paper Citation Record lists 59 of 59 outbound references and 1 inbound Pith citation observation for arXiv:2604.12398."}