{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:JVYG2IAEO4G6DMA2BTTMECR6CF","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":"f1bd9ae14b3c848583bc36eb99e11a4a7799f7e20ac2c399aaf8ec4549b8b044","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2026-05-26T16:36:56Z","title_canon_sha256":"3223e1fc1047b45657f1ff2f9a272a4a7661e374f859751850adca19a2b75fdf"},"schema_version":"1.0","source":{"id":"2605.27258","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2605.27258","created_at":"2026-05-27T02:06:08Z"},{"alias_kind":"arxiv_version","alias_value":"2605.27258v1","created_at":"2026-05-27T02:06:08Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2605.27258","created_at":"2026-05-27T02:06:08Z"},{"alias_kind":"pith_short_12","alias_value":"JVYG2IAEO4G6","created_at":"2026-05-27T02:06:08Z"},{"alias_kind":"pith_short_16","alias_value":"JVYG2IAEO4G6DMA2","created_at":"2026-05-27T02:06:08Z"},{"alias_kind":"pith_short_8","alias_value":"JVYG2IAE","created_at":"2026-05-27T02:06:08Z"}],"graph_snapshots":[{"event_id":"sha256:85f594711124e3a05da1f7403e1de6b137cebfb919127ff47bfb8ee1714ef4b4","target":"graph","created_at":"2026-05-27T02:06:08Z","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/2605.27258/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"Building state-of-the-art text-to-speech (TTS) systems typically demands millions of hours of proprietary data and complex multi-stage architectures, creating substantial barriers for resource-constrained research teams. In this report, we present PilotTTS, a lightweight autoregressive TTS system that achieves competitive performance through minimalist architecture and rigorous data engineering. PilotTTS is trained on only 200K hours of data processed entirely with open-source tools. Specifically, our contributions are: (1) a reproducible multi-stage data processing pipeline covering quality a","authors_text":"Bowen Li, Dongrui Li, Jiahui Zhao, Keming Chen, Mingli Jin, Shaotong Guo, Weibo Xiong, Yang Xiang, Yihang Lin, Yue Liu, Yunze Gao, Yuze Zhou, Zeyang Lin, Zhen Wang","cross_cats":["cs.AI"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2026-05-26T16:36:56Z","title":"PilotTTS: A Disciplined Modular Recipe for Competitive Speech Synthesis"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2605.27258","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:f5c1b07aafedcdd64f958d094ecb7def58542b5a2a7540f54a0214f8be1e596b","target":"record","created_at":"2026-05-27T02:06:08Z","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":"f1bd9ae14b3c848583bc36eb99e11a4a7799f7e20ac2c399aaf8ec4549b8b044","cross_cats_sorted":["cs.AI"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"cs.SD","submitted_at":"2026-05-26T16:36:56Z","title_canon_sha256":"3223e1fc1047b45657f1ff2f9a272a4a7661e374f859751850adca19a2b75fdf"},"schema_version":"1.0","source":{"id":"2605.27258","kind":"arxiv","version":1}},"canonical_sha256":"4d706d2004770de1b01a0ce6c20a3e11541a1db0f48e3556b7c108ebb85f155f","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"4d706d2004770de1b01a0ce6c20a3e11541a1db0f48e3556b7c108ebb85f155f","first_computed_at":"2026-05-27T02:06:08.763188Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-05-27T02:06:08.763188Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"87C4+swZ58srruV/igp2DR4SOYCyJ4j7hRV5Z3+7X/+45obFs9wxtmco22hPgIewWjWDiqmuIKxI22auDKEuAw==","signature_status":"signed_v1","signed_at":"2026-05-27T02:06:08.763663Z","signed_message":"canonical_sha256_bytes"},"source_id":"2605.27258","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:f5c1b07aafedcdd64f958d094ecb7def58542b5a2a7540f54a0214f8be1e596b","sha256:85f594711124e3a05da1f7403e1de6b137cebfb919127ff47bfb8ee1714ef4b4"],"state_sha256":"e0d945fec3f798d94170b8f258ea50147889000e4e17cae9f311f6d7c27fe96b"}