{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2023:XSOCIJYDDUQJJNA7QZESTU2K76","short_pith_number":"pith:XSOCIJYD","canonical_record":{"source":{"id":"2307.05324","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-07-11T15:11:02Z","cross_cats_sorted":["eess.AS"],"title_canon_sha256":"aac3887da9647d2c9271db6c06d0aee0ce020ad48d5991ce4d470495d99e2411","abstract_canon_sha256":"ec8119eef184ec36ab7e039fe276f3d340a7d29a7273fe97f095623dc1307718"},"schema_version":"1.0"},"canonical_sha256":"bc9c2427031d2094b41f864929d34aff9e9188d26daac0a9c99decb2873debe2","source":{"kind":"arxiv","id":"2307.05324","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.05324","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"arxiv_version","alias_value":"2307.05324v1","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.05324","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"pith_short_12","alias_value":"XSOCIJYDDUQJ","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"pith_short_16","alias_value":"XSOCIJYDDUQJJNA7","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"pith_short_8","alias_value":"XSOCIJYD","created_at":"2026-07-05T06:29:55Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2023:XSOCIJYDDUQJJNA7QZESTU2K76","target":"record","payload":{"canonical_record":{"source":{"id":"2307.05324","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-07-11T15:11:02Z","cross_cats_sorted":["eess.AS"],"title_canon_sha256":"aac3887da9647d2c9271db6c06d0aee0ce020ad48d5991ce4d470495d99e2411","abstract_canon_sha256":"ec8119eef184ec36ab7e039fe276f3d340a7d29a7273fe97f095623dc1307718"},"schema_version":"1.0"},"canonical_sha256":"bc9c2427031d2094b41f864929d34aff9e9188d26daac0a9c99decb2873debe2","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T06:29:55.856938Z","signature_b64":"SKwvJ4hK5jSt9NyIWjKWVvJoQ5Iqch773cByEaRuRwvinRsc+XuUTYd875S3AJSWZH9LJbN0IQWDvOFTgeNqCg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"bc9c2427031d2094b41f864929d34aff9e9188d26daac0a9c99decb2873debe2","last_reissued_at":"2026-07-05T06:29:55.856468Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T06:29:55.856468Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2307.05324","source_version":1,"attestation_state":"computed"},"signer":{"signer_id":"pith.science","signer_type":"pith_registry","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"created_at":"2026-07-05T06:29:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"7j00mA2pR3gi4XgEe6nDJ757kPSy+SJu0Hask1Oy8+eTpDVYGpM6uECer8iHzdQXA3PNAgKYowRdduwMboS0BA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T10:16:24.016919Z"},"content_sha256":"c633086dbaaf7b93949f54bee0ab282158e1a1c76bb81eb03fa626a046b115fc","schema_version":"1.0","event_id":"sha256:c633086dbaaf7b93949f54bee0ab282158e1a1c76bb81eb03fa626a046b115fc"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2023:XSOCIJYDDUQJJNA7QZESTU2K76","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"ShredGP: Guitarist Style-Conditioned Tablature Generation","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["eess.AS"],"primary_cat":"cs.SD","authors_text":"Adarsh Kumar, CJ Carr, Dekun Xie, Mathieu Barthet, Pedro Sarmento, Zack Zukowski","submitted_at":"2023-07-11T15:11:02Z","abstract_excerpt":"GuitarPro format tablatures are a type of digital music notation that encapsulates information about guitar playing techniques and fingerings. We introduce ShredGP, a GuitarPro tablature generative Transformer-based model conditioned to imitate the style of four distinct iconic electric guitarists. In order to assess the idiosyncrasies of each guitar player, we adopt a computational musicology methodology by analysing features computed from the tokens yielded by the DadaGP encoding scheme. Statistical analyses of the features evidence significant differences between the four guitarists. We tra"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.05324","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/2307.05324/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":"2026-07-05T06:29:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+n0HdS5LvKA5W1x3A28vQdt2SYfpCqyE4ToT8rgz7F5K8QDIGWfj+EnO9OZS9dGEFBFLEUDbT+V7pLJ38JaNBw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-23T10:16:24.017700Z"},"content_sha256":"1952f478be5994143bf0739a7b56d819eaa891cfea162da4f56d6234199fd41e","schema_version":"1.0","event_id":"sha256:1952f478be5994143bf0739a7b56d819eaa891cfea162da4f56d6234199fd41e"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/XSOCIJYDDUQJJNA7QZESTU2K76/bundle.json","state_url":"https://pith.science/pith/XSOCIJYDDUQJJNA7QZESTU2K76/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/XSOCIJYDDUQJJNA7QZESTU2K76/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":"2026-08-23T10:16:24Z","links":{"resolver":"https://pith.science/pith/XSOCIJYDDUQJJNA7QZESTU2K76","bundle":"https://pith.science/pith/XSOCIJYDDUQJJNA7QZESTU2K76/bundle.json","state":"https://pith.science/pith/XSOCIJYDDUQJJNA7QZESTU2K76/state.json","well_known_bundle":"https://pith.science/.well-known/pith/XSOCIJYDDUQJJNA7QZESTU2K76/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2023:XSOCIJYDDUQJJNA7QZESTU2K76","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":"ec8119eef184ec36ab7e039fe276f3d340a7d29a7273fe97f095623dc1307718","cross_cats_sorted":["eess.AS"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-07-11T15:11:02Z","title_canon_sha256":"aac3887da9647d2c9271db6c06d0aee0ce020ad48d5991ce4d470495d99e2411"},"schema_version":"1.0","source":{"id":"2307.05324","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2307.05324","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"arxiv_version","alias_value":"2307.05324v1","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2307.05324","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"pith_short_12","alias_value":"XSOCIJYDDUQJ","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"pith_short_16","alias_value":"XSOCIJYDDUQJJNA7","created_at":"2026-07-05T06:29:55Z"},{"alias_kind":"pith_short_8","alias_value":"XSOCIJYD","created_at":"2026-07-05T06:29:55Z"}],"graph_snapshots":[{"event_id":"sha256:1952f478be5994143bf0739a7b56d819eaa891cfea162da4f56d6234199fd41e","target":"graph","created_at":"2026-07-05T06:29:55Z","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/2307.05324/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"GuitarPro format tablatures are a type of digital music notation that encapsulates information about guitar playing techniques and fingerings. We introduce ShredGP, a GuitarPro tablature generative Transformer-based model conditioned to imitate the style of four distinct iconic electric guitarists. In order to assess the idiosyncrasies of each guitar player, we adopt a computational musicology methodology by analysing features computed from the tokens yielded by the DadaGP encoding scheme. Statistical analyses of the features evidence significant differences between the four guitarists. We tra","authors_text":"Adarsh Kumar, CJ Carr, Dekun Xie, Mathieu Barthet, Pedro Sarmento, Zack Zukowski","cross_cats":["eess.AS"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-07-11T15:11:02Z","title":"ShredGP: Guitarist Style-Conditioned Tablature Generation"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2307.05324","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:c633086dbaaf7b93949f54bee0ab282158e1a1c76bb81eb03fa626a046b115fc","target":"record","created_at":"2026-07-05T06:29:55Z","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":"ec8119eef184ec36ab7e039fe276f3d340a7d29a7273fe97f095623dc1307718","cross_cats_sorted":["eess.AS"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2023-07-11T15:11:02Z","title_canon_sha256":"aac3887da9647d2c9271db6c06d0aee0ce020ad48d5991ce4d470495d99e2411"},"schema_version":"1.0","source":{"id":"2307.05324","kind":"arxiv","version":1}},"canonical_sha256":"bc9c2427031d2094b41f864929d34aff9e9188d26daac0a9c99decb2873debe2","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"bc9c2427031d2094b41f864929d34aff9e9188d26daac0a9c99decb2873debe2","first_computed_at":"2026-07-05T06:29:55.856468Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T06:29:55.856468Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SKwvJ4hK5jSt9NyIWjKWVvJoQ5Iqch773cByEaRuRwvinRsc+XuUTYd875S3AJSWZH9LJbN0IQWDvOFTgeNqCg==","signature_status":"signed_v1","signed_at":"2026-07-05T06:29:55.856938Z","signed_message":"canonical_sha256_bytes"},"source_id":"2307.05324","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c633086dbaaf7b93949f54bee0ab282158e1a1c76bb81eb03fa626a046b115fc","sha256:1952f478be5994143bf0739a7b56d819eaa891cfea162da4f56d6234199fd41e"],"state_sha256":"c543bddf8564994557bef603c76df3f8466a5019331cb356c23b1432483d32c4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"grkbCiYqA9/MynfqG9SctN5jmc9tcGHFOrC6dZIDd50MHJ2/qCIuTtoGwmTipOy2DE3I+bhVCu/pDAxp/QeJAg==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-23T10:16:24.023004Z","bundle_sha256":"4adcd2627baa6dde09543034e7dd90be48b227e359f7714f2ec68a0c36076698"}}