{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:SMPEOKOJFCV3QYDNV6O4IA4MLC","merge_version":"pith-open-graph-merge-v1","event_count":2,"valid_event_count":2,"invalid_event_count":0,"equivocation_count":0,"current":{"canonical_record":{"metadata":{"abstract_canon_sha256":"3426aa78dc5ff976c38c64830817672a7ddef60377a446e520408d3956ef32f5","cross_cats_sorted":["cs.AI","cs.SD","eess.AS"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-01-13T07:27:00Z","title_canon_sha256":"c8c5f4083e7a10c571039dedcd233f35c8eb8929c2a38353912f49d6d0ef05ce"},"schema_version":"1.0","source":{"id":"2501.07102","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2501.07102","created_at":"2026-07-05T10:00:15Z"},{"alias_kind":"arxiv_version","alias_value":"2501.07102v1","created_at":"2026-07-05T10:00:15Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2501.07102","created_at":"2026-07-05T10:00:15Z"},{"alias_kind":"pith_short_12","alias_value":"SMPEOKOJFCV3","created_at":"2026-07-05T10:00:15Z"},{"alias_kind":"pith_short_16","alias_value":"SMPEOKOJFCV3QYDN","created_at":"2026-07-05T10:00:15Z"},{"alias_kind":"pith_short_8","alias_value":"SMPEOKOJ","created_at":"2026-07-05T10:00:15Z"}],"graph_snapshots":[{"event_id":"sha256:039cbc3761890af95c0ac2a2ea6c986a5c46e04fced42e91b1b3279aeeb2a148","target":"graph","created_at":"2026-07-05T10:00:15Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"graph_snapshot":{"author_claims":{"count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","strong_count":0},"builder_version":"pith-number-builder-2026-05-17-v1","claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"integrity":{"available":true,"clean":true,"detectors_run":[],"endpoint":"/pith/2501.07102/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Intra-sentential code-switching (CS) refers to the alternation between languages that happens within a single utterance and is a significant challenge for Automatic Speech Recognition (ASR) systems. For example, when a Vietnamese speaker uses foreign proper names or specialized terms within their speech. ASR systems often struggle to accurately transcribe intra-sentential CS due to their training on monolingual data and the unpredictable nature of CS. This issue is even more pronounced for low-resource languages, where limited data availability hinders the development of robust models. In this","authors_text":"Hoang Nguyen, Kien Dao, Quoc Hung Truong, The Chuong Chu, Vu Tuan Dat Pham","cross_cats":["cs.AI","cs.SD","eess.AS"],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-01-13T07:27:00Z","title":"AdaCS: Adaptive Normalization for Enhanced Code-Switching ASR"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2501.07102","kind":"arxiv","version":1},"verdict":{"created_at":null,"id":null,"model_set":{},"one_line_summary":"","pipeline_version":null,"pith_extraction_headline":"","strongest_claim":"","weakest_assumption":""}},"verdict_id":null}}],"author_attestations":[],"timestamp_anchors":[],"storage_attestations":[],"citation_signatures":[],"replication_records":[],"corrections":[],"mirror_hints":[],"record_created":{"event_id":"sha256:d8519ca7f432c75f28552134276a7aa59ba4f4f7a736e585048b77ec54c8ab87","target":"record","created_at":"2026-07-05T10:00:15Z","signer":{"key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signer_id":"pith.science","signer_type":"pith_registry"},"payload":{"attestation_state":"computed","canonical_record":{"metadata":{"abstract_canon_sha256":"3426aa78dc5ff976c38c64830817672a7ddef60377a446e520408d3956ef32f5","cross_cats_sorted":["cs.AI","cs.SD","eess.AS"],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CL","submitted_at":"2025-01-13T07:27:00Z","title_canon_sha256":"c8c5f4083e7a10c571039dedcd233f35c8eb8929c2a38353912f49d6d0ef05ce"},"schema_version":"1.0","source":{"id":"2501.07102","kind":"arxiv","version":1}},"canonical_sha256":"931e4729c928abb8606daf9dc4038c58a837d4e065ddcb58ede5a760159ebfaa","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"931e4729c928abb8606daf9dc4038c58a837d4e065ddcb58ede5a760159ebfaa","first_computed_at":"2026-07-05T10:00:15.176811Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:00:15.176811Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"jCi/BqBqdk8He9nYe8gu8rFn9BzPKyu2tPmQTUyB2/N2ikmddRsTsigeYUYAwyOiB6WWl4kO75OKuvB0VnVfCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T10:00:15.177360Z","signed_message":"canonical_sha256_bytes"},"source_id":"2501.07102","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:d8519ca7f432c75f28552134276a7aa59ba4f4f7a736e585048b77ec54c8ab87","sha256:039cbc3761890af95c0ac2a2ea6c986a5c46e04fced42e91b1b3279aeeb2a148"],"state_sha256":"7a411772974303d62271595a6b7b3ae1c4e175662d58958ac44be6078e2a2348"}