{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:F6H34MNFCOGEIE6ADZ5GKV3YNN","short_pith_number":"pith:F6H34MNF","canonical_record":{"source":{"id":"2407.11040","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-07-06T08:07:23Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6b4a3028fdd71860fd123fdb1cd85cbfbd5aaf02de6655146875b19aca1a40d4","abstract_canon_sha256":"e45eba4f8c02bd74d4826c5632da9bb6b8d4c13fb0d9bdc44678ff7a472e1fc6"},"schema_version":"1.0"},"canonical_sha256":"2f8fbe31a5138c4413c01e7a6557786b78fe44e8728a312145a4d8394cdb0929","source":{"kind":"arxiv","id":"2407.11040","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.11040","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"arxiv_version","alias_value":"2407.11040v1","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.11040","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"pith_short_12","alias_value":"F6H34MNFCOGE","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"pith_short_16","alias_value":"F6H34MNFCOGEIE6A","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"pith_short_8","alias_value":"F6H34MNF","created_at":"2026-07-05T08:44:17Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:F6H34MNFCOGEIE6ADZ5GKV3YNN","target":"record","payload":{"canonical_record":{"source":{"id":"2407.11040","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-07-06T08:07:23Z","cross_cats_sorted":["cs.AI"],"title_canon_sha256":"6b4a3028fdd71860fd123fdb1cd85cbfbd5aaf02de6655146875b19aca1a40d4","abstract_canon_sha256":"e45eba4f8c02bd74d4826c5632da9bb6b8d4c13fb0d9bdc44678ff7a472e1fc6"},"schema_version":"1.0"},"canonical_sha256":"2f8fbe31a5138c4413c01e7a6557786b78fe44e8728a312145a4d8394cdb0929","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T08:44:17.582682Z","signature_b64":"SSOyLdT7Giw8Kv0nizARI2NKMuG1gs1jZBThigqB9ce6ngPTb7apPr0b7id0E1iRZ/8vaX9uqTxot1mDSIk4Bw==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"2f8fbe31a5138c4413c01e7a6557786b78fe44e8728a312145a4d8394cdb0929","last_reissued_at":"2026-07-05T08:44:17.582171Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T08:44:17.582171Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2407.11040","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":"2026-07-05T08:44:17Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"/JsnUwqJykiJ8Tgd23DJsyNIE7cXLgGbum/hSdDyQotRLGg8FD4C1VR3VvGOxjh3XHTTqfHqWUrw0KMWBbpjDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T18:48:48.663295Z"},"content_sha256":"dd3f7fb459775c8ee145643e5edced21696a96cd591f9a544d665e45dfc92928","schema_version":"1.0","event_id":"sha256:dd3f7fb459775c8ee145643e5edced21696a96cd591f9a544d665e45dfc92928"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:F6H34MNFCOGEIE6ADZ5GKV3YNN","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.AI"],"primary_cat":"cs.LG","authors_text":"Ertugrul Taciroglu, Moncef Gabbouj, Onur Avci, Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz","submitted_at":"2024-07-06T08:07:23Z","abstract_excerpt":"Vibration sensors are essential in acquiring seismic activity for an accurate earthquake assessment. The state-of-the-art sensors can provide the best signal quality and the highest bandwidth; however, their high cost usually hinders a wide range of applicability and coverage, which is otherwise possible with their basic and cheap counterparts. But, their poor quality and low bandwidth can significantly degrade the signal fidelity and result in an imprecise analysis. To address these drawbacks, in this study, we propose a novel, high-quality, and full bandwidth seismic signal synthesis by tran"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.11040","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/2407.11040/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":"2026-07-05T08:44:17Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"L6ES8YNinyLQRWngStweknoyq7KiUljPvi7RUFfOUvg17/AtZUA326YcMRudCxeQV92XFnIGCnjGhTdo0kY0Bw==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-07-06T18:48:48.663678Z"},"content_sha256":"398bc5bcca59aa8c8c0333c3d7b7e6c6dd986c8ad8a20907a7a41b98c79508b5","schema_version":"1.0","event_id":"sha256:398bc5bcca59aa8c8c0333c3d7b7e6c6dd986c8ad8a20907a7a41b98c79508b5"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN/bundle.json","state_url":"https://pith.science/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN/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":"2026-07-06T18:48:48Z","links":{"resolver":"https://pith.science/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN","bundle":"https://pith.science/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN/bundle.json","state":"https://pith.science/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN/state.json","well_known_bundle":"https://pith.science/.well-known/pith/F6H34MNFCOGEIE6ADZ5GKV3YNN/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:F6H34MNFCOGEIE6ADZ5GKV3YNN","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":"e45eba4f8c02bd74d4826c5632da9bb6b8d4c13fb0d9bdc44678ff7a472e1fc6","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-07-06T08:07:23Z","title_canon_sha256":"6b4a3028fdd71860fd123fdb1cd85cbfbd5aaf02de6655146875b19aca1a40d4"},"schema_version":"1.0","source":{"id":"2407.11040","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2407.11040","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"arxiv_version","alias_value":"2407.11040v1","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2407.11040","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"pith_short_12","alias_value":"F6H34MNFCOGE","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"pith_short_16","alias_value":"F6H34MNFCOGEIE6A","created_at":"2026-07-05T08:44:17Z"},{"alias_kind":"pith_short_8","alias_value":"F6H34MNF","created_at":"2026-07-05T08:44:17Z"}],"graph_snapshots":[{"event_id":"sha256:398bc5bcca59aa8c8c0333c3d7b7e6c6dd986c8ad8a20907a7a41b98c79508b5","target":"graph","created_at":"2026-07-05T08:44:17Z","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/2407.11040/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Vibration sensors are essential in acquiring seismic activity for an accurate earthquake assessment. The state-of-the-art sensors can provide the best signal quality and the highest bandwidth; however, their high cost usually hinders a wide range of applicability and coverage, which is otherwise possible with their basic and cheap counterparts. But, their poor quality and low bandwidth can significantly degrade the signal fidelity and result in an imprecise analysis. To address these drawbacks, in this study, we propose a novel, high-quality, and full bandwidth seismic signal synthesis by tran","authors_text":"Ertugrul Taciroglu, Moncef Gabbouj, Onur Avci, Ozer Can Devecioglu, Serkan Kiranyaz, Zafer Yilmaz","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-07-06T08:07:23Z","title":"High-Quality and Full Bandwidth Seismic Signal Synthesis using Operational GANs"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2407.11040","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:dd3f7fb459775c8ee145643e5edced21696a96cd591f9a544d665e45dfc92928","target":"record","created_at":"2026-07-05T08:44:17Z","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":"e45eba4f8c02bd74d4826c5632da9bb6b8d4c13fb0d9bdc44678ff7a472e1fc6","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.LG","submitted_at":"2024-07-06T08:07:23Z","title_canon_sha256":"6b4a3028fdd71860fd123fdb1cd85cbfbd5aaf02de6655146875b19aca1a40d4"},"schema_version":"1.0","source":{"id":"2407.11040","kind":"arxiv","version":1}},"canonical_sha256":"2f8fbe31a5138c4413c01e7a6557786b78fe44e8728a312145a4d8394cdb0929","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"2f8fbe31a5138c4413c01e7a6557786b78fe44e8728a312145a4d8394cdb0929","first_computed_at":"2026-07-05T08:44:17.582171Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T08:44:17.582171Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"SSOyLdT7Giw8Kv0nizARI2NKMuG1gs1jZBThigqB9ce6ngPTb7apPr0b7id0E1iRZ/8vaX9uqTxot1mDSIk4Bw==","signature_status":"signed_v1","signed_at":"2026-07-05T08:44:17.582682Z","signed_message":"canonical_sha256_bytes"},"source_id":"2407.11040","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:dd3f7fb459775c8ee145643e5edced21696a96cd591f9a544d665e45dfc92928","sha256:398bc5bcca59aa8c8c0333c3d7b7e6c6dd986c8ad8a20907a7a41b98c79508b5"],"state_sha256":"cf6940d1a6ef47cb29dd8cec78f5dc319a0355607f620103cc1661b396de5292"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"C+pXeCcxPIvICnSEwVyapDZPPtlT0GktiNEd33hlaArZtwsr8zrLG52oaTzKf+SJ1wUGoepffAhSBVFPDW8RBA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-07-06T18:48:48.665610Z","bundle_sha256":"cd9d590ea2691950ab5e5cae6544a14e626bc07cf0853ce6aa0db854edb9c599"}}