{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-10542930","patent":{"patent_number":"US-10542930","title":"Audio assessment for analyzing sleep trends using machine learning techniques","assignee":null,"inventors":[],"filing_date":"2017-07-25T00:00:00.000Z","publication_date":"2020-01-28T00:00:00.000Z","cpc_codes":["A61B","A61B","A61B","A61B","G06N","G06N","G06N","A61B","G06N","G06N","G06N","G06N"],"num_claims":20,"abstract":"A computer system for assessing sound to analyze a user's sleep includes a processor configured to perform operations including: (i) storing sample sound data associated with a plurality of sample sleep events, the sample sound data including a plurality of sample characteristics each respectively associated with at least one sample sleep event of the plurality of sample sleep events; (ii) receiving, from a client device, subject sound data collected during a sleep interval; (iii) analyzing, using a machine learning algorithm, the subject sound data collected during the sleep interval; (iv) identifying, based upon the analyzing, a subject characteristic associated with the subject sound data; (v) comparing the subject characteristic with the plurality of sample characteristics; and (vi) determining, based upon the comparing, whether the subject characteristic substantially matches at least one sample characteristic to identify one or more subject sleep events occurring during the sleep interval."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Audio assessment for analyzing sleep trends using machine learning techniques","description":"A computer system for assessing sound to analyze a user's sleep includes a processor configured to perform operations including: (i) storing sample sound data associated with a plurality of sample sle","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-10542930","license":"CC-BY-4.0-like","license_terms":"AI-generated analysis on this page (summary, layman_explanation, technical_analysis, business_analysis, faqs) may be reused with attribution and a visible link back to the canonical URL above. Patent abstracts, claims, and bibliographic data are USPTO public domain.","required_link":"https://patentable.app/patents/US-10542930","citation_suggestion":"Patentable. \"Audio assessment for analyzing sleep trends using machine learning techniques\" (US-10542930). https://patentable.app/patents/US-10542930","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-10542930","json":"https://patentable.app/api/llm-context/US-10542930","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-30T14:47:18.043Z"}