{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:IT7WH7HGIW7PC5FGNJ7E6KEBIM","short_pith_number":"pith:IT7WH7HG","canonical_record":{"source":{"id":"2402.06178","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2024-02-09T04:34:08Z","cross_cats_sorted":["cs.AI","cs.MM","eess.AS"],"title_canon_sha256":"8de354772e2f4ecbef35f566fc82e10f1db456ab63c4e5ffdc4fb7d754086ab6","abstract_canon_sha256":"9540940c7d4db5d556deddbeac68e16cf1e0a15d0e9af5b9000be3b591819df2"},"schema_version":"1.0"},"canonical_sha256":"44ff63fce645bef174a66a7e4f288143371ca47b10c854e032467291683a18a3","source":{"kind":"arxiv","id":"2402.06178","version":3},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.06178","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"arxiv_version","alias_value":"2402.06178v3","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.06178","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"pith_short_12","alias_value":"IT7WH7HGIW7P","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"pith_short_16","alias_value":"IT7WH7HGIW7PC5FG","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"pith_short_8","alias_value":"IT7WH7HG","created_at":"2026-07-05T08:24:01Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:IT7WH7HGIW7PC5FGNJ7E6KEBIM","target":"record","payload":{"canonical_record":{"source":{"id":"2402.06178","kind":"arxiv","version":3},"metadata":{"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2024-02-09T04:34:08Z","cross_cats_sorted":["cs.AI","cs.MM","eess.AS"],"title_canon_sha256":"8de354772e2f4ecbef35f566fc82e10f1db456ab63c4e5ffdc4fb7d754086ab6","abstract_canon_sha256":"9540940c7d4db5d556deddbeac68e16cf1e0a15d0e9af5b9000be3b591819df2"},"schema_version":"1.0"},"canonical_sha256":"44ff63fce645bef174a66a7e4f288143371ca47b10c854e032467291683a18a3","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:24:01.307837Z","signature_b64":"stMji8dJ24zhHw+lIvp+H3GVauLmwo62K/cjF5F96wa4iRdPfPPIohUhyio68/5YN+ECjWsWEJlxbu9VTHr0Cw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"44ff63fce645bef174a66a7e4f288143371ca47b10c854e032467291683a18a3","last_reissued_at":"2026-07-05T08:24:01.307402Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:24:01.307402Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2402.06178","source_version":3,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:24:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"GvH2yl6iQOP4GaEdPCeUx44M3Vboa+sLURJ1kRu/2GvNm4pJpEkS1FbpjCklpeYTORkwgTOaINOd9uN7OFpYAw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T23:36:47.279630Z"},"content_sha256":"ef3bc098c00058ced5060f7569991079e29cc95107d8942606429419b75b1cd8","schema_version":"1.0","event_id":"sha256:ef3bc098c00058ced5060f7569991079e29cc95107d8942606429419b75b1cd8"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:IT7WH7HGIW7PC5FGNJ7E6KEBIM","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models","license":"http://creativecommons.org/licenses/by-sa/4.0/","headline":"","cross_cats":["cs.AI","cs.MM","eess.AS"],"primary_cat":"cs.SD","authors_text":"Gus Xia, Marco A. Mart\\'inez-Ram\\'irez, Naoki Murata, Simon Dixon, Wei-Hsiang Liao, Yixiao Zhang, Yukara Ikemiya, Yuki Mitsufuji","submitted_at":"2024-02-09T04:34:08Z","abstract_excerpt":"Recent advances in text-to-music generation models have opened new avenues in musical creativity. However, music generation usually involves iterative refinements, and how to edit the generated music remains a significant challenge. This paper introduces a novel approach to the editing of music generated by such models, enabling the modification of specific attributes, such as genre, mood and instrument, while maintaining other aspects unchanged. Our method transforms text editing to \\textit{latent space manipulation} while adding an extra constraint to enforce consistency. It seamlessly integ"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.06178","kind":"arxiv","version":3},"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/2402.06178/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"},"verdict_id":null},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T08:24:01Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"an44buy//Vog9T8jdfU32R16hzZ9o/RMGckfqIoehkqnwVXMlU2BtaKkEJVu2AZKeGm48bIcoPmiLQh9UGP4Bg==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T23:36:47.280023Z"},"content_sha256":"b1caab6a052668b381693c53da466810efdf06f2e026abe79e5ecd0d9b811860","schema_version":"1.0","event_id":"sha256:b1caab6a052668b381693c53da466810efdf06f2e026abe79e5ecd0d9b811860"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM/bundle.json","state_url":"https://pith.science/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM/bundle.json","status":"primary"}],"public_keys":[{"key_id":"pith-v1-2026-05","algorithm":"ed25519","format":"raw","public_key_b64":"stVStoiQhXFxp4s2pdzPNoqVNBMojDU/fJ2db5S3CbM=","public_key_hex":"b2d552b68890857171a78b36a5dccf368a953413288c353f7c9d9d6f94b709b3","fingerprint_sha256_b32_first128bits":"RVFV5Z2OI2J3ZUO7ERDEBCYNKS","fingerprint_sha256_hex":"8d4b5ee74e4693bcd1df2446408b0d54","rotates_at":null,"url":"https://pith.science/pith-signing-key.json","notes":"Pith uses this Ed25519 key to sign canonical record SHA-256 digests. Verify with: ed25519_verify(public_key, message=canonical_sha256_bytes, signature=base64decode(signature_b64))."}],"merge_version":"pith-open-graph-merge-v1","built_at":"2026-08-23T23:36:47Z","links":{"resolver":"https://pith.science/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM","bundle":"https://pith.science/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM/bundle.json","state":"https://pith.science/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM/state.json","well_known_bundle":"https://pith.science/.well-known/pith/IT7WH7HGIW7PC5FGNJ7E6KEBIM/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:IT7WH7HGIW7PC5FGNJ7E6KEBIM","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":"9540940c7d4db5d556deddbeac68e16cf1e0a15d0e9af5b9000be3b591819df2","cross_cats_sorted":["cs.AI","cs.MM","eess.AS"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2024-02-09T04:34:08Z","title_canon_sha256":"8de354772e2f4ecbef35f566fc82e10f1db456ab63c4e5ffdc4fb7d754086ab6"},"schema_version":"1.0","source":{"id":"2402.06178","kind":"arxiv","version":3}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2402.06178","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"arxiv_version","alias_value":"2402.06178v3","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2402.06178","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"pith_short_12","alias_value":"IT7WH7HGIW7P","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"pith_short_16","alias_value":"IT7WH7HGIW7PC5FG","created_at":"2026-07-05T08:24:01Z"},{"alias_kind":"pith_short_8","alias_value":"IT7WH7HG","created_at":"2026-07-05T08:24:01Z"}],"graph_snapshots":[{"event_id":"sha256:b1caab6a052668b381693c53da466810efdf06f2e026abe79e5ecd0d9b811860","target":"graph","created_at":"2026-07-05T08:24:01Z","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/2402.06178/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Recent advances in text-to-music generation models have opened new avenues in musical creativity. However, music generation usually involves iterative refinements, and how to edit the generated music remains a significant challenge. This paper introduces a novel approach to the editing of music generated by such models, enabling the modification of specific attributes, such as genre, mood and instrument, while maintaining other aspects unchanged. Our method transforms text editing to \\textit{latent space manipulation} while adding an extra constraint to enforce consistency. It seamlessly integ","authors_text":"Gus Xia, Marco A. Mart\\'inez-Ram\\'irez, Naoki Murata, Simon Dixon, Wei-Hsiang Liao, Yixiao Zhang, Yukara Ikemiya, Yuki Mitsufuji","cross_cats":["cs.AI","cs.MM","eess.AS"],"headline":"","license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2024-02-09T04:34:08Z","title":"MusicMagus: Zero-Shot Text-to-Music Editing via Diffusion Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2402.06178","kind":"arxiv","version":3},"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:ef3bc098c00058ced5060f7569991079e29cc95107d8942606429419b75b1cd8","target":"record","created_at":"2026-07-05T08:24:01Z","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":"9540940c7d4db5d556deddbeac68e16cf1e0a15d0e9af5b9000be3b591819df2","cross_cats_sorted":["cs.AI","cs.MM","eess.AS"],"license":"http://creativecommons.org/licenses/by-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2024-02-09T04:34:08Z","title_canon_sha256":"8de354772e2f4ecbef35f566fc82e10f1db456ab63c4e5ffdc4fb7d754086ab6"},"schema_version":"1.0","source":{"id":"2402.06178","kind":"arxiv","version":3}},"canonical_sha256":"44ff63fce645bef174a66a7e4f288143371ca47b10c854e032467291683a18a3","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"44ff63fce645bef174a66a7e4f288143371ca47b10c854e032467291683a18a3","first_computed_at":"2026-07-05T08:24:01.307402Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:24:01.307402Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"stMji8dJ24zhHw+lIvp+H3GVauLmwo62K/cjF5F96wa4iRdPfPPIohUhyio68/5YN+ECjWsWEJlxbu9VTHr0Cw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:24:01.307837Z","signed_message":"canonical_sha256_bytes"},"source_id":"2402.06178","source_kind":"arxiv","source_version":3}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:ef3bc098c00058ced5060f7569991079e29cc95107d8942606429419b75b1cd8","sha256:b1caab6a052668b381693c53da466810efdf06f2e026abe79e5ecd0d9b811860"],"state_sha256":"156e3062671bcaba3a00b3d91132dabc3f4677c15f286a12ee069b973fc66ce4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"U7Ho6gNE8UCVij+N7/kL1BH1V5HCQpO1cj54PJgS/U7S2ixTR8F6rNBJronmxic2RSDmtOXDp0pI0rkY+u7RAw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T23:36:47.282635Z","bundle_sha256":"da6e5c3fa0f2522dd29eab06e04f0cfbd2d8311ff522b53ca9e45aae58c44b32"}}