{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:PTOQ6N7Y76H7K4VI2HPQF6RM27","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":"438470829c06badbb5ac100ab76ee98671c16b38d4e3dd8c1be5613abe1ee2fc","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-29T12:47:20Z","title_canon_sha256":"ef96c86a4fc66b33f1da5c89f2d195293f8b79f5d7dbb1677ff28e19ec64edd5"},"schema_version":"1.0","source":{"id":"2606.30237","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.30237","created_at":"2026-06-30T02:17:55Z"},{"alias_kind":"arxiv_version","alias_value":"2606.30237v1","created_at":"2026-06-30T02:17:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.30237","created_at":"2026-06-30T02:17:55Z"},{"alias_kind":"pith_short_12","alias_value":"PTOQ6N7Y76H7","created_at":"2026-06-30T02:17:55Z"},{"alias_kind":"pith_short_16","alias_value":"PTOQ6N7Y76H7K4VI","created_at":"2026-06-30T02:17:55Z"},{"alias_kind":"pith_short_8","alias_value":"PTOQ6N7Y","created_at":"2026-06-30T02:17:55Z"}],"graph_snapshots":[{"event_id":"sha256:e14e83f90ae2b0e8b919cc01f9f4303121e4d9a7fa3491903cd1979219f2034b","target":"graph","created_at":"2026-06-30T02:17:55Z","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/2606.30237/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"In our goal to develop personalised dysarthric speech recognition (DSR) models, this study compared the recognition performances of human listeners and those of three state-of-the-art, off-the-shelf ASR systems (Whisper-large-V3, Google Chirp 3, and Omnilingual) on the recognition of Dutch continuous read and spontaneous speech from a single speaker with severe dysarthria. Results showed that both humans listeners and the three off-the-shelf ASR systems exhibit word error rates (WER) exceeding 70% on average, indicating that DSR is highly challenging for both humans and ASR systems. Fine-tunin","authors_text":"Dimme de Groot, Jorge Martinez, Odette Scharenborg, Yuanyuan Zhang","cross_cats":[],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-29T12:47:20Z","title":"Comparing Human and Automatic Recognition of Dutch Dysarthric Continuous Speech: A Case Study"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.30237","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:f0eef63212f0d68e3aa228f96cd2b92ea7f6ca84346b1ef1bd5bda130f69f8fb","target":"record","created_at":"2026-06-30T02:17:55Z","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":"438470829c06badbb5ac100ab76ee98671c16b38d4e3dd8c1be5613abe1ee2fc","cross_cats_sorted":[],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-29T12:47:20Z","title_canon_sha256":"ef96c86a4fc66b33f1da5c89f2d195293f8b79f5d7dbb1677ff28e19ec64edd5"},"schema_version":"1.0","source":{"id":"2606.30237","kind":"arxiv","version":1}},"canonical_sha256":"7cdd0f37f8ff8ff572a8d1df02fa2cd7e7ebc69f0adc68a0d03dcd3445a6f7be","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"7cdd0f37f8ff8ff572a8d1df02fa2cd7e7ebc69f0adc68a0d03dcd3445a6f7be","first_computed_at":"2026-06-30T02:17:55.615659Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-30T02:17:55.615659Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"YGuGJ22/jpDTplgN5WyTVaupo2+KUbZDj1CggN9wGPhoE3a9jjMUTrjEApJxvONTlTxWAmgMu3h/mduIPvLSCw==","signature_status":"signed_v1","signed_at":"2026-06-30T02:17:55.616110Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.30237","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f0eef63212f0d68e3aa228f96cd2b92ea7f6ca84346b1ef1bd5bda130f69f8fb","sha256:e14e83f90ae2b0e8b919cc01f9f4303121e4d9a7fa3491903cd1979219f2034b"],"state_sha256":"b2f8a23d8e581740d5e4f8788db6b9424e8d7c8f147519ca8e0adbb262bb1b48"}