{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2024:A4MYZM3HKGQKZY5VASFVXBK4OV","short_pith_number":"pith:A4MYZM3H","canonical_record":{"source":{"id":"2409.05770","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-09T16:33:00Z","cross_cats_sorted":["cs.CV","cs.DC","cs.LG"],"title_canon_sha256":"b671f07dfc9127613dc56655de125a0d083c2c5c2476d9893418e5e565845eb0","abstract_canon_sha256":"da441c8a206cdb67bac6ac19113d3c2f6708707df3543a5df4818ebc3434a6bb"},"schema_version":"1.0"},"canonical_sha256":"07198cb36751a0ace3b5048b5b855c7550b600f8e987a6163d1d67e3632ef834","source":{"kind":"arxiv","id":"2409.05770","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.05770","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"arxiv_version","alias_value":"2409.05770v1","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.05770","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"pith_short_12","alias_value":"A4MYZM3HKGQK","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"pith_short_16","alias_value":"A4MYZM3HKGQKZY5V","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"pith_short_8","alias_value":"A4MYZM3H","created_at":"2026-07-05T09:04:53Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2024:A4MYZM3HKGQKZY5VASFVXBK4OV","target":"record","payload":{"canonical_record":{"source":{"id":"2409.05770","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-09T16:33:00Z","cross_cats_sorted":["cs.CV","cs.DC","cs.LG"],"title_canon_sha256":"b671f07dfc9127613dc56655de125a0d083c2c5c2476d9893418e5e565845eb0","abstract_canon_sha256":"da441c8a206cdb67bac6ac19113d3c2f6708707df3543a5df4818ebc3434a6bb"},"schema_version":"1.0"},"canonical_sha256":"07198cb36751a0ace3b5048b5b855c7550b600f8e987a6163d1d67e3632ef834","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T09:04:53.896186Z","signature_b64":"3mHSNWIRzT5uur2/bH+S2UNAgCunDvzFZz4xWs2cLThIoUwE2i4mh5kkTGCJag4VD+rE2lHnDlbaaYya3KESAg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"07198cb36751a0ace3b5048b5b855c7550b600f8e987a6163d1d67e3632ef834","last_reissued_at":"2026-07-05T09:04:53.895795Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T09:04:53.895795Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2409.05770","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":"2026-07-05T09:04:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"J1LkN110wNS/EdUBdfB+nD2vUSFU8sKTn/GpXQC4zs4Ef2fudzF5oUmve8YvCddKEOEVkyAjfk0VpSeeYfSPAQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T07:34:39.041173Z"},"content_sha256":"c037f11a8c09c6fe1548369e1adb56e195f9fcb80b06c370bc49a1ee149d340e","schema_version":"1.0","event_id":"sha256:c037f11a8c09c6fe1548369e1adb56e195f9fcb80b06c370bc49a1ee149d340e"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2024:A4MYZM3HKGQKZY5VASFVXBK4OV","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"Consensus-based Distributed Quantum Kernel Learning for Speech Recognition","license":"http://creativecommons.org/licenses/by/4.0/","headline":"","cross_cats":["cs.CV","cs.DC","cs.LG"],"primary_cat":"quant-ph","authors_text":"Kuan-Cheng Chen, Wenxuan Ma, Xiaotian Xu","submitted_at":"2024-09-09T16:33:00Z","abstract_excerpt":"This paper presents a Consensus-based Distributed Quantum Kernel Learning (CDQKL) framework aimed at improving speech recognition through distributed quantum computing.CDQKL addresses the challenges of scalability and data privacy in centralized quantum kernel learning. It does this by distributing computational tasks across quantum terminals, which are connected through classical channels. This approach enables the exchange of model parameters without sharing local training data, thereby maintaining data privacy and enhancing computational efficiency. Experimental evaluations on benchmark spe"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.05770","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/2409.05770/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":"2026-07-05T09:04:53Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"fVdneQXtNNCSKla2zHAIW1evi1PRalo24zofTzrxw3cZ+Rvr8boP486ynMp74hdFYdAG0xCbzpxa+vN+uZbmDQ==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-10T07:34:39.041717Z"},"content_sha256":"fb52220ac4b7e854d947119a3c284b7172c08186d27243c6fb4025eec6c0d956","schema_version":"1.0","event_id":"sha256:fb52220ac4b7e854d947119a3c284b7172c08186d27243c6fb4025eec6c0d956"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/A4MYZM3HKGQKZY5VASFVXBK4OV/bundle.json","state_url":"https://pith.science/pith/A4MYZM3HKGQKZY5VASFVXBK4OV/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/A4MYZM3HKGQKZY5VASFVXBK4OV/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":"2026-08-10T07:34:39Z","links":{"resolver":"https://pith.science/pith/A4MYZM3HKGQKZY5VASFVXBK4OV","bundle":"https://pith.science/pith/A4MYZM3HKGQKZY5VASFVXBK4OV/bundle.json","state":"https://pith.science/pith/A4MYZM3HKGQKZY5VASFVXBK4OV/state.json","well_known_bundle":"https://pith.science/.well-known/pith/A4MYZM3HKGQKZY5VASFVXBK4OV/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2024:A4MYZM3HKGQKZY5VASFVXBK4OV","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":"da441c8a206cdb67bac6ac19113d3c2f6708707df3543a5df4818ebc3434a6bb","cross_cats_sorted":["cs.CV","cs.DC","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-09T16:33:00Z","title_canon_sha256":"b671f07dfc9127613dc56655de125a0d083c2c5c2476d9893418e5e565845eb0"},"schema_version":"1.0","source":{"id":"2409.05770","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2409.05770","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"arxiv_version","alias_value":"2409.05770v1","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2409.05770","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"pith_short_12","alias_value":"A4MYZM3HKGQK","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"pith_short_16","alias_value":"A4MYZM3HKGQKZY5V","created_at":"2026-07-05T09:04:53Z"},{"alias_kind":"pith_short_8","alias_value":"A4MYZM3H","created_at":"2026-07-05T09:04:53Z"}],"graph_snapshots":[{"event_id":"sha256:fb52220ac4b7e854d947119a3c284b7172c08186d27243c6fb4025eec6c0d956","target":"graph","created_at":"2026-07-05T09:04:53Z","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/2409.05770/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"This paper presents a Consensus-based Distributed Quantum Kernel Learning (CDQKL) framework aimed at improving speech recognition through distributed quantum computing.CDQKL addresses the challenges of scalability and data privacy in centralized quantum kernel learning. It does this by distributing computational tasks across quantum terminals, which are connected through classical channels. This approach enables the exchange of model parameters without sharing local training data, thereby maintaining data privacy and enhancing computational efficiency. Experimental evaluations on benchmark spe","authors_text":"Kuan-Cheng Chen, Wenxuan Ma, Xiaotian Xu","cross_cats":["cs.CV","cs.DC","cs.LG"],"headline":"","license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-09T16:33:00Z","title":"Consensus-based Distributed Quantum Kernel Learning for Speech Recognition"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2409.05770","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:c037f11a8c09c6fe1548369e1adb56e195f9fcb80b06c370bc49a1ee149d340e","target":"record","created_at":"2026-07-05T09:04:53Z","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":"da441c8a206cdb67bac6ac19113d3c2f6708707df3543a5df4818ebc3434a6bb","cross_cats_sorted":["cs.CV","cs.DC","cs.LG"],"license":"http://creativecommons.org/licenses/by/4.0/","primary_cat":"quant-ph","submitted_at":"2024-09-09T16:33:00Z","title_canon_sha256":"b671f07dfc9127613dc56655de125a0d083c2c5c2476d9893418e5e565845eb0"},"schema_version":"1.0","source":{"id":"2409.05770","kind":"arxiv","version":1}},"canonical_sha256":"07198cb36751a0ace3b5048b5b855c7550b600f8e987a6163d1d67e3632ef834","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"07198cb36751a0ace3b5048b5b855c7550b600f8e987a6163d1d67e3632ef834","first_computed_at":"2026-07-05T09:04:53.895795Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T09:04:53.895795Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"3mHSNWIRzT5uur2/bH+S2UNAgCunDvzFZz4xWs2cLThIoUwE2i4mh5kkTGCJag4VD+rE2lHnDlbaaYya3KESAg==","signature_status":"signed_v1","signed_at":"2026-07-05T09:04:53.896186Z","signed_message":"canonical_sha256_bytes"},"source_id":"2409.05770","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:c037f11a8c09c6fe1548369e1adb56e195f9fcb80b06c370bc49a1ee149d340e","sha256:fb52220ac4b7e854d947119a3c284b7172c08186d27243c6fb4025eec6c0d956"],"state_sha256":"11db0605cd2ccdab1e825cd83b93e9fcc2d8eec07f1dc736e2c978cd50198cc4"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"6HwDIhT4aBea1qxVzt7f4EptJRAh0oHW2+7qGlMRt+A7mtmjYKPyYzUFj2ShRbnMSBxKwwrrBPXVqDHTPv+1Cw==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-10T07:34:39.045900Z","bundle_sha256":"d35e6b87fff366dfdd952daffc9a4664b5bf44fd20731b0c5a869080354ad22f"}}