{"bundle_type":"pith_open_graph_bundle","bundle_version":"1.0","pith_number":"pith:2025:PHSYSBDAXST73AEYHT5EYUMF43","short_pith_number":"pith:PHSYSBDA","canonical_record":{"source":{"id":"2506.06772","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2025-06-07T11:46:39Z","cross_cats_sorted":["eess.AS"],"title_canon_sha256":"fc14f41d10b4faf2296ae4450437d3493ec7ec9156248b0e6509921a3cc39495","abstract_canon_sha256":"a36acb7a9f07f086a858a3d67da20819b79aca89fc20240fb9600dc37a5de748"},"schema_version":"1.0"},"canonical_sha256":"79e5890460bca7fd80983cfa4c5185e6c4cdc533096c2f22e14d08a3f9f5fd25","source":{"kind":"arxiv","id":"2506.06772","version":1},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.06772","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"arxiv_version","alias_value":"2506.06772v1","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.06772","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"pith_short_12","alias_value":"PHSYSBDAXST7","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"pith_short_16","alias_value":"PHSYSBDAXST73AEY","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"pith_short_8","alias_value":"PHSYSBDA","created_at":"2026-07-05T11:17:55Z"}],"events":[{"event_type":"record_created","subject_pith_number":"pith:2025:PHSYSBDAXST73AEYHT5EYUMF43","target":"record","payload":{"canonical_record":{"source":{"id":"2506.06772","kind":"arxiv","version":1},"metadata":{"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2025-06-07T11:46:39Z","cross_cats_sorted":["eess.AS"],"title_canon_sha256":"fc14f41d10b4faf2296ae4450437d3493ec7ec9156248b0e6509921a3cc39495","abstract_canon_sha256":"a36acb7a9f07f086a858a3d67da20819b79aca89fc20240fb9600dc37a5de748"},"schema_version":"1.0"},"canonical_sha256":"79e5890460bca7fd80983cfa4c5185e6c4cdc533096c2f22e14d08a3f9f5fd25","receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-07-05T11:17:55.394932Z","signature_b64":"TVnvIA2rCvnY/jC3Ldcr3YhVBHL07ydBLSVX0T8ZbFHdo4HF/KT34GP5ikrcEwOF+oIzQvzcGZnriYeNsKsaCQ==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"79e5890460bca7fd80983cfa4c5185e6c4cdc533096c2f22e14d08a3f9f5fd25","last_reissued_at":"2026-07-05T11:17:55.394510Z","signature_status":"signed_v1","first_computed_at":"2026-07-05T11:17:55.394510Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"source_kind":"arxiv","source_id":"2506.06772","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":"2026-07-05T11:17:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"wFPE/J8FQ/M52mjiTxGIZE+gRHgoMn6+AiqUw0P8zk6+VpgqlfLxgxRSGDlkv/eTQQ82sPK5us93tfA+5OwzCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T20:53:23.978238Z"},"content_sha256":"14285d8a9a2ccacad61a5550835fac1fcd1ccb0c3674925e4aaf4108732a6f41","schema_version":"1.0","event_id":"sha256:14285d8a9a2ccacad61a5550835fac1fcd1ccb0c3674925e4aaf4108732a6f41"},{"event_type":"graph_snapshot","subject_pith_number":"pith:2025:PHSYSBDAXST73AEYHT5EYUMF43","target":"graph","payload":{"graph_snapshot":{"paper":{"title":"SynHate: Detecting Hate Speech in Synthetic Deepfake Audio","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","headline":"","cross_cats":["eess.AS"],"primary_cat":"cs.SD","authors_text":"Kishan Pipariya, Mayank Vatsa, Richa Singh, Rishabh Ranjan","submitted_at":"2025-06-07T11:46:39Z","abstract_excerpt":"The rise of deepfake audio and hate speech, powered by advanced text-to-speech, threatens online safety. We present SynHate, the first multilingual dataset for detecting hate speech in synthetic audio, spanning 37 languages. SynHate uses a novel four-class scheme: Real-normal, Real-hate, Fake-normal, and Fake-hate. Built from MuTox and ADIMA datasets, it captures diverse hate speech patterns globally and in India. We evaluate five leading self-supervised models (Whisper-small/medium, XLS-R, AST, mHuBERT), finding notable performance differences by language, with Whisper-small performing best o"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.06772","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/2506.06772/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":"2026-07-05T11:17:55Z","supersedes":[],"prev_event":null,"signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"+2uJ6xtSnmQfeHXkixFItQFv6z2ubdjAR4J9ljFz1zNNcEVEyTE+H+r9RZuMU5/fHShrIrRaAa8+BO8VvGCWCA==","signed_message":"open_graph_event_sha256_bytes","signed_at":"2026-08-07T20:53:23.981036Z"},"content_sha256":"0bb37679c5be85ac4ce633baadd5967992fdcda69f59eca57f0a342ce48a3210","schema_version":"1.0","event_id":"sha256:0bb37679c5be85ac4ce633baadd5967992fdcda69f59eca57f0a342ce48a3210"}],"timestamp_proofs":[],"mirror_hints":[{"mirror_type":"https","name":"Pith Resolver","base_url":"https://pith.science","bundle_url":"https://pith.science/pith/PHSYSBDAXST73AEYHT5EYUMF43/bundle.json","state_url":"https://pith.science/pith/PHSYSBDAXST73AEYHT5EYUMF43/state.json","well_known_bundle_url":"https://pith.science/.well-known/pith/PHSYSBDAXST73AEYHT5EYUMF43/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":"2026-08-07T20:53:23Z","links":{"resolver":"https://pith.science/pith/PHSYSBDAXST73AEYHT5EYUMF43","bundle":"https://pith.science/pith/PHSYSBDAXST73AEYHT5EYUMF43/bundle.json","state":"https://pith.science/pith/PHSYSBDAXST73AEYHT5EYUMF43/state.json","well_known_bundle":"https://pith.science/.well-known/pith/PHSYSBDAXST73AEYHT5EYUMF43/bundle.json"},"state":{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2025:PHSYSBDAXST73AEYHT5EYUMF43","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":"a36acb7a9f07f086a858a3d67da20819b79aca89fc20240fb9600dc37a5de748","cross_cats_sorted":["eess.AS"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2025-06-07T11:46:39Z","title_canon_sha256":"fc14f41d10b4faf2296ae4450437d3493ec7ec9156248b0e6509921a3cc39495"},"schema_version":"1.0","source":{"id":"2506.06772","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2506.06772","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"arxiv_version","alias_value":"2506.06772v1","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2506.06772","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"pith_short_12","alias_value":"PHSYSBDAXST7","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"pith_short_16","alias_value":"PHSYSBDAXST73AEY","created_at":"2026-07-05T11:17:55Z"},{"alias_kind":"pith_short_8","alias_value":"PHSYSBDA","created_at":"2026-07-05T11:17:55Z"}],"graph_snapshots":[{"event_id":"sha256:0bb37679c5be85ac4ce633baadd5967992fdcda69f59eca57f0a342ce48a3210","target":"graph","created_at":"2026-07-05T11:17:55Z","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/2506.06772/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"The rise of deepfake audio and hate speech, powered by advanced text-to-speech, threatens online safety. We present SynHate, the first multilingual dataset for detecting hate speech in synthetic audio, spanning 37 languages. SynHate uses a novel four-class scheme: Real-normal, Real-hate, Fake-normal, and Fake-hate. Built from MuTox and ADIMA datasets, it captures diverse hate speech patterns globally and in India. We evaluate five leading self-supervised models (Whisper-small/medium, XLS-R, AST, mHuBERT), finding notable performance differences by language, with Whisper-small performing best o","authors_text":"Kishan Pipariya, Mayank Vatsa, Richa Singh, Rishabh Ranjan","cross_cats":["eess.AS"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2025-06-07T11:46:39Z","title":"SynHate: Detecting Hate Speech in Synthetic Deepfake Audio"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2506.06772","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":"sha256:14285d8a9a2ccacad61a5550835fac1fcd1ccb0c3674925e4aaf4108732a6f41","target":"record","created_at":"2026-07-05T11:17:55Z","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":"a36acb7a9f07f086a858a3d67da20819b79aca89fc20240fb9600dc37a5de748","cross_cats_sorted":["eess.AS"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.SD","submitted_at":"2025-06-07T11:46:39Z","title_canon_sha256":"fc14f41d10b4faf2296ae4450437d3493ec7ec9156248b0e6509921a3cc39495"},"schema_version":"1.0","source":{"id":"2506.06772","kind":"arxiv","version":1}},"canonical_sha256":"79e5890460bca7fd80983cfa4c5185e6c4cdc533096c2f22e14d08a3f9f5fd25","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"79e5890460bca7fd80983cfa4c5185e6c4cdc533096c2f22e14d08a3f9f5fd25","first_computed_at":"2026-07-05T11:17:55.394510Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-07-05T11:17:55.394510Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"TVnvIA2rCvnY/jC3Ldcr3YhVBHL07ydBLSVX0T8ZbFHdo4HF/KT34GP5ikrcEwOF+oIzQvzcGZnriYeNsKsaCQ==","signature_status":"signed_v1","signed_at":"2026-07-05T11:17:55.394932Z","signed_message":"canonical_sha256_bytes"},"source_id":"2506.06772","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:14285d8a9a2ccacad61a5550835fac1fcd1ccb0c3674925e4aaf4108732a6f41","sha256:0bb37679c5be85ac4ce633baadd5967992fdcda69f59eca57f0a342ce48a3210"],"state_sha256":"0f19a2c536b4942858fc4c3d06fc6a5d84b66df52e5e244f08d2693209ac8b20"},"bundle_signature":{"signature_status":"signed_v1","algorithm":"ed25519","key_id":"pith-v1-2026-05","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","signature_b64":"snfUDfQ2CYkCmaOIS4EZeoIx0jE1JpZqKJeUFad05vdDBngwOtWUDtthEu/3mz7Det+Rng/+vC/a3HvfWXa7CA==","signed_message":"bundle_sha256_bytes","signed_at":"2026-08-07T20:53:23.995633Z","bundle_sha256":"76db4cb0c508a117c84e717808cf2206ce3f726fee5b964584cfd7ec3abb7834"}}