{"state_type":"pith_open_graph_state","state_version":"1.0","pith_number":"pith:2026:4JD2CVBR3VY73TABKPM2H7DU7M","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":"96f5e9ba05793bbecee13419fb2252e12363e5023a03760394f21d9ec34e6574","cross_cats_sorted":["cs.AI","cs.SD"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-24T16:03:38Z","title_canon_sha256":"bb097fd2e0360a88fe04e8c0c945efe43d4be33d2ffecf22dcb97cc5002af2ea"},"schema_version":"1.0","source":{"id":"2606.25990","kind":"arxiv","version":1}},"source_aliases":[{"alias_kind":"arxiv","alias_value":"2606.25990","created_at":"2026-06-25T01:18:45Z"},{"alias_kind":"arxiv_version","alias_value":"2606.25990v1","created_at":"2026-06-25T01:18:45Z"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.2606.25990","created_at":"2026-06-25T01:18:45Z"},{"alias_kind":"pith_short_12","alias_value":"4JD2CVBR3VY7","created_at":"2026-06-25T01:18:45Z"},{"alias_kind":"pith_short_16","alias_value":"4JD2CVBR3VY73TAB","created_at":"2026-06-25T01:18:45Z"},{"alias_kind":"pith_short_8","alias_value":"4JD2CVBR","created_at":"2026-06-25T01:18:45Z"}],"graph_snapshots":[{"event_id":"sha256:a8387a67d37a0a6ad7bb1dd74a5dce506af88d5294a314bc67b2811a36303594","target":"graph","created_at":"2026-06-25T01:18:45Z","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/2606.25990/integrity.json","findings":[],"snapshot_sha256":"c28c3603d3b5d939e8dc4c7e95fa8dfce3d595e45f758748cecf8e644a296938","summary":{"advisory":0,"by_detector":{},"critical":0,"informational":0}},"paper":{"abstract_excerpt":"As multimodal conversational systems increasingly engage in spoken interaction, their ability to navigate paralinguistic social cues has become a critical bottleneck for natural human-AI communication. However, existing evaluations of machine emotional intelligence assess reasoning exclusively through isolated text or passive acoustic perception, overlooking the complex cross-modal reasoning required for active, multi-turn dialogue. We introduce \\textsc{SpeechEQ}, a comprehensive framework designed to evaluate the sociolinguistic reasoning of Speech-Language Models (SLMs). The framework includ","authors_text":"Chao-Han Huck Yang, Hua Shen, Liang-Yuan Wu, Tongshuang Wu, Zih-Ching Chen","cross_cats":["cs.AI","cs.SD"],"headline":"","license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-24T16:03:38Z","title":"SpeechEQ: Benchmarking Emotional Intelligence Quotient in Socially Aware Voice Conversational Models"},"references":{"count":0,"internal_anchors":0,"resolved_work":0,"sample":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"2606.25990","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":"sha256:596fff807f335663b7ce234a7e429d88b5443c1b775b8668d2bf2e5b00153faa","target":"record","created_at":"2026-06-25T01:18:45Z","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":"96f5e9ba05793bbecee13419fb2252e12363e5023a03760394f21d9ec34e6574","cross_cats_sorted":["cs.AI","cs.SD"],"license":"http://creativecommons.org/licenses/by-nc-sa/4.0/","primary_cat":"cs.CL","submitted_at":"2026-06-24T16:03:38Z","title_canon_sha256":"bb097fd2e0360a88fe04e8c0c945efe43d4be33d2ffecf22dcb97cc5002af2ea"},"schema_version":"1.0","source":{"id":"2606.25990","kind":"arxiv","version":1}},"canonical_sha256":"e247a15431dd71fdcc0153d9a3fc74fb0370d5e555e9bd878d5f061f5477dac7","receipt":{"algorithm":"ed25519","builder_version":"pith-number-builder-2026-05-17-v1","canonical_sha256":"e247a15431dd71fdcc0153d9a3fc74fb0370d5e555e9bd878d5f061f5477dac7","first_computed_at":"2026-06-25T01:18:45.115122Z","key_id":"pith-v1-2026-05","kind":"pith_receipt","last_reissued_at":"2026-06-25T01:18:45.115122Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54","receipt_version":"0.3","signature_b64":"tpFUud7zYzQBb4OBmVzy+PwOJ61sdm4mPXsM9e86JyY7XMMARbEZbo9USotXJq8E6B7GWrhDliswuXoVdnDDBA==","signature_status":"signed_v1","signed_at":"2026-06-25T01:18:45.115505Z","signed_message":"canonical_sha256_bytes"},"source_id":"2606.25990","source_kind":"arxiv","source_version":1}}},"equivocations":[],"invalid_events":[],"applied_event_ids":["sha256:596fff807f335663b7ce234a7e429d88b5443c1b775b8668d2bf2e5b00153faa","sha256:a8387a67d37a0a6ad7bb1dd74a5dce506af88d5294a314bc67b2811a36303594"],"state_sha256":"cc5d8b12e2a3eec80689d8129496fe3d9a9651af9d2e5900c1ff2546dcbff3b7"}