{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2024:DVQ3X75EQB3JKSDZ4FFFK74BWS","short_pith_number":"pith:DVQ3X75E","schema_version":"1.0","canonical_sha256":"1d61bbffa48076954879e14a557f81b4ac911f944e9334679cb91844d1436215","source":{"kind":"arxiv","id":"2411.07539","version":1},"attestation_state":"computed","paper":{"title":"Harmonizing Pixels and Melodies: Maestro-Guided Film Score Generation and Composition Style Transfer","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.MM","authors_text":"C. Xu, F. Qi, L. Ni","submitted_at":"2024-11-12T04:34:09Z","abstract_excerpt":"We introduce a film score generation framework to harmonize visual pixels and music melodies utilizing a latent diffusion model. Our framework processes film clips as input and generates music that aligns with a general theme while offering the capability to tailor outputs to a specific composition style. Our model directly produces music from video, utilizing a streamlined and efficient tuning mechanism on ControlNet. It also integrates a film encoder adept at understanding the film's semantic depth, emotional impact, and aesthetic appeal. Additionally, we introduce a novel, effective yet str"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"2411.07539","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.MM","submitted_at":"2024-11-12T04:34:09Z","cross_cats_sorted":[],"title_canon_sha256":"077d6a2b601c6a11b906daf31d2d9a57ddee5e412af94c729eecf6cda4d8b9cf","abstract_canon_sha256":"96e11cc116b78b80806cfbd24126e925feee952cf9cde8c9ef23150fc7b37a72"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:34:25.208027Z","signature_b64":"RFCNXOPGswuMbS7V5zKnsyW9anNO3Q9aR+V8QrtkNfKOJBuDRdDb3QT/ExNSV/p7jIffpsFmjrH8iYeh0bRZCw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"1d61bbffa48076954879e14a557f81b4ac911f944e9334679cb91844d1436215","last_reissued_at":"2026-07-05T09:34:25.207561Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:34:25.207561Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Harmonizing Pixels and Melodies: Maestro-Guided Film Score Generation and Composition Style Transfer","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":[],"primary_cat":"cs.MM","authors_text":"C. Xu, F. Qi, L. Ni","submitted_at":"2024-11-12T04:34:09Z","abstract_excerpt":"We introduce a film score generation framework to harmonize visual pixels and music melodies utilizing a latent diffusion model. Our framework processes film clips as input and generates music that aligns with a general theme while offering the capability to tailor outputs to a specific composition style. Our model directly produces music from video, utilizing a streamlined and efficient tuning mechanism on ControlNet. It also integrates a film encoder adept at understanding the film's semantic depth, emotional impact, and aesthetic appeal. Additionally, we introduce a novel, effective yet str"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2411.07539","kind":"arxiv","version":1},"verdict":{"id":null,"model_set":{},"created_at":null,"strongest_claim":"","one_line_summary":"","pipeline_version":null,"weakest_assumption":"","pith_extraction_headline":""},"integrity":{"clean":true,"summary":{"advisory":0,"critical":0,"by_detector":{},"informational":0},"endpoint":"/pith/2411.07539/integrity.json","findings":[],"available":true,"detectors_run":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938"},"references":{"count":0,"sample":[],"resolved_work":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57","internal_anchors":0},"formal_canon":{"evidence_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"author_claims":{"count":0,"strong_count":0,"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"builder_version":"pith-number-builder-2026-05-17-v1"},"aliases":[{"alias_kind":"arxiv","alias_value":"2411.07539","created_at":"2026-07-05T09:34:25.207617+00:00"},{"alias_kind":"arxiv_version","alias_value":"2411.07539v1","created_at":"2026-07-05T09:34:25.207617+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2411.07539","created_at":"2026-07-05T09:34:25.207617+00:00"},{"alias_kind":"pith_short_12","alias_value":"DVQ3X75EQB3J","created_at":"2026-07-05T09:34:25.207617+00:00"},{"alias_kind":"pith_short_16","alias_value":"DVQ3X75EQB3JKSDZ","created_at":"2026-07-05T09:34:25.207617+00:00"},{"alias_kind":"pith_short_8","alias_value":"DVQ3X75E","created_at":"2026-07-05T09:34:25.207617+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS","json":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS.json","graph_json":"https://pith.science/api/pith-number/DVQ3X75EQB3JKSDZ4FFFK74BWS/graph.json","events_json":"https://pith.science/api/pith-number/DVQ3X75EQB3JKSDZ4FFFK74BWS/events.json","paper":"https://pith.science/paper/DVQ3X75E"},"agent_actions":{"view_html":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS","download_json":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS.json","view_paper":"https://pith.science/paper/DVQ3X75E","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=2411.07539&json=true","fetch_graph":"https://pith.science/api/pith-number/DVQ3X75EQB3JKSDZ4FFFK74BWS/graph.json","fetch_events":"https://pith.science/api/pith-number/DVQ3X75EQB3JKSDZ4FFFK74BWS/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS/action/timestamp_anchor","attest_storage":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS/action/storage_attestation","attest_author":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS/action/author_attestation","sign_citation":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS/action/citation_signature","submit_replication":"https://pith.science/pith/DVQ3X75EQB3JKSDZ4FFFK74BWS/action/replication_record"}},"created_at":"2026-07-05T09:34:25.207617+00:00","updated_at":"2026-07-05T09:34:25.207617+00:00"}