{"record_type":"pith_number_record","schema_url":"https://pith.science/schemas/pith-number/v1.json","pith_number":"pith:2018:ALGG7IZHSI3B5FUMILY2C7NWAA","short_pith_number":"pith:ALGG7IZH","schema_version":"1.0","canonical_sha256":"02cc6fa32792361e968c42f1a17db6002c8a03f111c9bc19a4c4cae9ac5ae0e6","source":{"kind":"arxiv","id":"1810.08707","version":1},"attestation_state":"computed","paper":{"title":"Mobile Sound Recognition for the Deaf and Hard of Hearing","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.SD","eess.AS"],"primary_cat":"cs.HC","authors_text":"(2) DEL/Poli & PEE/COPPE, Adriana S. Vivacqua (1), DCC/IM, Leonardo A. Fanzeres (1), Luiz W. P. Biscainho (2) ((1) PPGI, Universidade Federal do Rio de Janeiro, Universidade Federal do Rio de Janeiro)","submitted_at":"2018-10-19T22:47:52Z","abstract_excerpt":"Human perception of surrounding events is strongly dependent on audio cues. Thus, acoustic insulation can seriously impact situational awareness. We present an exploratory study in the domain of assistive computing, eliciting requirements and presenting solutions to problems found in the development of an environmental sound recognition system, which aims to assist deaf and hard of hearing people in the perception of sounds. To take advantage of smartphones computational ubiquity, we propose a system that executes all processing on the device itself, from audio features extraction to recogniti"},"verification_status":{"content_addressed":true,"pith_receipt":true,"author_attested":false,"weak_author_claims":0,"strong_author_claims":0,"externally_anchored":false,"storage_verified":false,"citation_signatures":0,"replication_records":0,"graph_snapshot":true,"references_resolved":false,"formal_links_present":false},"canonical_record":{"source":{"id":"1810.08707","kind":"arxiv","version":1},"metadata":{"license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","primary_cat":"cs.HC","submitted_at":"2018-10-19T22:47:52Z","cross_cats_sorted":["cs.AI","cs.SD","eess.AS"],"title_canon_sha256":"c8e18c48e4811efbfbad25170aad8475f6c4625cd66dc0622fc839d1491b13b2","abstract_canon_sha256":"eb8c3a5b7436751284ad1d09ef7656c0181fb0ef59d258c6842d9fb8a0ea7622"},"schema_version":"1.0"},"receipt":{"kind":"pith_receipt","key_id":"pith-v1-2026-05","algorithm":"ed25519","signed_at":"2026-05-18T00:02:43.753417Z","signature_b64":"72LmqwLYV6SqKKnHbVPVO87wCieSg65fvpXkD0IhVAuYl3NMZ/wM5VvBijW88XquOApImtYQBCggtMO84yofDg==","signed_message":"canonical_sha256_bytes","builder_version":"pith-number-builder-2026-05-17-v1","receipt_version":"0.3","canonical_sha256":"02cc6fa32792361e968c42f1a17db6002c8a03f111c9bc19a4c4cae9ac5ae0e6","last_reissued_at":"2026-05-18T00:02:43.752958Z","signature_status":"signed_v1","first_computed_at":"2026-05-18T00:02:43.752958Z","public_key_fingerprint":"8d4b5ee74e4693bcd1df2446408b0d54"},"graph_snapshot":{"paper":{"title":"Mobile Sound Recognition for the Deaf and Hard of Hearing","license":"http://arxiv.org/licenses/nonexclusive-distrib/1.0/","headline":"","cross_cats":["cs.AI","cs.SD","eess.AS"],"primary_cat":"cs.HC","authors_text":"(2) DEL/Poli & PEE/COPPE, Adriana S. Vivacqua (1), DCC/IM, Leonardo A. Fanzeres (1), Luiz W. P. Biscainho (2) ((1) PPGI, Universidade Federal do Rio de Janeiro, Universidade Federal do Rio de Janeiro)","submitted_at":"2018-10-19T22:47:52Z","abstract_excerpt":"Human perception of surrounding events is strongly dependent on audio cues. Thus, acoustic insulation can seriously impact situational awareness. We present an exploratory study in the domain of assistive computing, eliciting requirements and presenting solutions to problems found in the development of an environmental sound recognition system, which aims to assist deaf and hard of hearing people in the perception of sounds. To take advantage of smartphones computational ubiquity, we propose a system that executes all processing on the device itself, from audio features extraction to recogniti"},"claims":{"count":0,"items":[],"snapshot_sha256":"258153158e38e3291e3d48162225fcdb2d5a3ed65a07baac614ab91432fd4f57"},"source":{"id":"1810.08707","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":""},"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"},"aliases":[{"alias_kind":"arxiv","alias_value":"1810.08707","created_at":"2026-05-18T00:02:43.753025+00:00"},{"alias_kind":"arxiv_version","alias_value":"1810.08707v1","created_at":"2026-05-18T00:02:43.753025+00:00"},{"alias_kind":"doi","alias_value":"10.48550/arxiv.1810.08707","created_at":"2026-05-18T00:02:43.753025+00:00"},{"alias_kind":"pith_short_12","alias_value":"ALGG7IZHSI3B","created_at":"2026-05-18T12:32:13.499390+00:00"},{"alias_kind":"pith_short_16","alias_value":"ALGG7IZHSI3B5FUM","created_at":"2026-05-18T12:32:13.499390+00:00"},{"alias_kind":"pith_short_8","alias_value":"ALGG7IZH","created_at":"2026-05-18T12:32:13.499390+00:00"}],"events":[],"event_summary":{},"paper_claims":[],"inbound_citations":{"count":0,"internal_anchor_count":0,"sample":[]},"formal_canon":{"evidence_count":0,"sample":[],"anchors":[]},"links":{"html":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA","json":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA.json","graph_json":"https://pith.science/api/pith-number/ALGG7IZHSI3B5FUMILY2C7NWAA/graph.json","events_json":"https://pith.science/api/pith-number/ALGG7IZHSI3B5FUMILY2C7NWAA/events.json","paper":"https://pith.science/paper/ALGG7IZH"},"agent_actions":{"view_html":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA","download_json":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA.json","view_paper":"https://pith.science/paper/ALGG7IZH","resolve_alias":"https://pith.science/api/pith-number/resolve?arxiv=1810.08707&json=true","fetch_graph":"https://pith.science/api/pith-number/ALGG7IZHSI3B5FUMILY2C7NWAA/graph.json","fetch_events":"https://pith.science/api/pith-number/ALGG7IZHSI3B5FUMILY2C7NWAA/events.json","actions":{"anchor_timestamp":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA/action/timestamp_anchor","attest_storage":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA/action/storage_attestation","attest_author":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA/action/author_attestation","sign_citation":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA/action/citation_signature","submit_replication":"https://pith.science/pith/ALGG7IZHSI3B5FUMILY2C7NWAA/action/replication_record"}},"created_at":"2026-05-18T00:02:43.753025+00:00","updated_at":"2026-05-18T00:02:43.753025+00:00"}