{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:CE5BJ4EQKK23R26WDGXN44PQFD","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":"7d828e7bc7fa6663a61627ca84f08c08377cc71e6f5bebf13e5b4842c57eb942","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-15T17:58:01Z","title_canon_sha256":"3bf9576eb4bd943fdfdddcbe0e0abaaf9242d4e9ec164b3b2c709c3b57a7395d"},"schema_version":"1.0","source":{"id":"2306.09327","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2306.09327","created_at":"2026-07-05T06:21:11Z"},{"alias_kind":"arxiv_version","alias_value":"2306.09327v1","created_at":"2026-07-05T06:21:11Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2306.09327","created_at":"2026-07-05T06:21:11Z"},{"alias_kind":"pith_short_12","alias_value":"CE5BJ4EQKK23","created_at":"2026-07-05T06:21:11Z"},{"alias_kind":"pith_short_16","alias_value":"CE5BJ4EQKK23R26W","created_at":"2026-07-05T06:21:11Z"},{"alias_kind":"pith_short_8","alias_value":"CE5BJ4EQ","created_at":"2026-07-05T06:21:11Z"}],"graph_snapshots":[{"event_id":"sha256:8ebf145e17e3b2e0a49d2b714de3f2fe140b90a0f7179308f15257663581017f","target":"graph","created_at":"2026-07-05T06:21:11Z","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/2306.09327/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"We propose a method to recommend music for an input video while allowing a user to guide music selection with free-form natural language. A key challenge of this problem setting is that existing music video datasets provide the needed (video, music) training pairs, but lack text descriptions of the music. This work addresses this challenge with the following three contributions. First, we propose a text-synthesis approach that relies on an analogy-based prompting procedure to generate natural language music descriptions from a large-scale language model (BLOOM-176B) given pre-trained music tag","authors_text":"Bryan Russell, Daniel McKee, Josef Sivic, Justin Salamon","cross_cats":[],"headline":"","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-15T17:58:01Z","title":"Language-Guided Music Recommendation for Video via Prompt Analogies"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2306.09327","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":"sha256:03cb6351a82c56ad665532f07218e540adb7156ad106201a9832784fe45a6090","target":"record","created_at":"2026-07-05T06:21:11Z","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":"7d828e7bc7fa6663a61627ca84f08c08377cc71e6f5bebf13e5b4842c57eb942","cross_cats_sorted":[],"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.CV","submitted_at":"2023-06-15T17:58:01Z","title_canon_sha256":"3bf9576eb4bd943fdfdddcbe0e0abaaf9242d4e9ec164b3b2c709c3b57a7395d"},"schema_version":"1.0","source":{"id":"2306.09327","kind":"arxiv","version":1}},"canonical_sha256":"113a14f09052b5b8ebd619aede71f028ebd8a3789e091bdc197213071911d26d","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"113a14f09052b5b8ebd619aede71f028ebd8a3789e091bdc197213071911d26d","first_computed_at":"2026-07-05T06:21:11.012470Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:21:11.012470Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3Gzi8mcW9OUOb8eoRJ2cx7gACQtJsoNMaC5bzSIgXXBNtSFdqT7fOtXCv1HP9iKr7CCnTeAlli1ReFx0rKNHAg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:21:11.012870Z","signed_message":"canonical_sha256_bytes"},"source_id":"2306.09327","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:03cb6351a82c56ad665532f07218e540adb7156ad106201a9832784fe45a6090","sha256:8ebf145e17e3b2e0a49d2b714de3f2fe140b90a0f7179308f15257663581017f"],"state_sha256":"044bd12549dbbb7f3a0543051280777443648d489bcac841083b0b572bbd5701"}