{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:6ZEHWPF7EHQF5M6XHY2LEUU2HN","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":"ccbdd7e354b226d65ff95770fd47460e6f1642e5e34e0b5898a8b2363f979528","cross_cats_sorted":["cs.CL","eess.AS"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2024-10-17T06:43:54Z","title_canon_sha256":"ecb9a0e146addb768e6369acf287d92117dce19ef67b0e5fe11608532ba66bc8"},"schema_version":"1.0","source":{"id":"2410.13267","kind":"arxiv","version":2}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2410.13267","created_at":"2026-07-05T10:04:40Z"},{"alias_kind":"arxiv_version","alias_value":"2410.13267v2","created_at":"2026-07-05T10:04:40Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2410.13267","created_at":"2026-07-05T10:04:40Z"},{"alias_kind":"pith_short_12","alias_value":"6ZEHWPF7EHQF","created_at":"2026-07-05T10:04:40Z"},{"alias_kind":"pith_short_16","alias_value":"6ZEHWPF7EHQF5M6X","created_at":"2026-07-05T10:04:40Z"},{"alias_kind":"pith_short_8","alias_value":"6ZEHWPF7","created_at":"2026-07-05T10:04:40Z"}],"graph_snapshots":[{"event_id":"sha256:3f03bd75cfd2aee3659a817aa5e591ab3189e151a57d98ab306a3d1bbd7987ed","target":"graph","created_at":"2026-07-05T10:04:40Z","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/2410.13267/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Challenges in managing linguistic diversity and integrating various musical modalities are faced by current music information retrieval systems. These limitations reduce their effectiveness in a global, multimodal music environment. To address these issues, we introduce CLaMP 2, a system compatible with 101 languages that supports both ABC notation (a text-based musical notation format) and MIDI (Musical Instrument Digital Interface) for music information retrieval. CLaMP 2, pre-trained on 1.5 million ABC-MIDI-text triplets, includes a multilingual text encoder and a multimodal music encoder a","authors_text":"Feng Yu, Ge Zhang, Jiafeng Liu, Jing Chen, Maosong Sun, Monan Zhou, Ruibin Yuan, Shangda Wu, Xiaobing Li, Xuefeng Mu, Xu Tan, Yashan Wang, Yuanliang Dong, Yuejie Gao, Zhancheng Guo","cross_cats":["cs.CL","eess.AS"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2024-10-17T06:43:54Z","title":"CLaMP 2: Multimodal Music Information Retrieval Across 101 Languages Using Large Language Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2410.13267","kind":"arxiv","version":2},"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":"sha256:92c278100322baf4cf5d192f11f5294ce047c70e05fab02a65882069da598c09","target":"record","created_at":"2026-07-05T10:04:40Z","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":"ccbdd7e354b226d65ff95770fd47460e6f1642e5e34e0b5898a8b2363f979528","cross_cats_sorted":["cs.CL","eess.AS"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2024-10-17T06:43:54Z","title_canon_sha256":"ecb9a0e146addb768e6369acf287d92117dce19ef67b0e5fe11608532ba66bc8"},"schema_version":"1.0","source":{"id":"2410.13267","kind":"arxiv","version":2}},"canonical_sha256":"f6487b3cbf21e05eb3d73e34b2529a3b677679ed7c076c9554861849fda9719a","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"f6487b3cbf21e05eb3d73e34b2529a3b677679ed7c076c9554861849fda9719a","first_computed_at":"2026-07-05T10:04:40.432551Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T10:04:40.432551Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"Fie62eV5TGBdvu/Um83ihjznkVvtRFdRxqrTMRFKCq1W3HHrIm8Tup2N3er+lDj6FNjbXur8y+kCdl2PoKnjDw==","signature_status":"signed_v1","signed_at":"2026-07-05T10:04:40.433150Z","signed_message":"canonical_sha256_bytes"},"source_id":"2410.13267","source_kind":"arxiv","source_version":2}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:92c278100322baf4cf5d192f11f5294ce047c70e05fab02a65882069da598c09","sha256:3f03bd75cfd2aee3659a817aa5e591ab3189e151a57d98ab306a3d1bbd7987ed"],"state_sha256":"ef1e5c88d46044bb3bf7fee8ad0e7bb8e3003d7141af978a4f4583cad779b42e"}