{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11989939","patent":{"patent_number":"US-11989939","title":"System and method for enhancing machine learning model for audio/video understanding using gated multi-level attention and temporal adversarial training","assignee":null,"inventors":[],"filing_date":"2021-07-28T00:00:00.000Z","publication_date":"2024-05-21T00:00:00.000Z","cpc_codes":["G06V","G06F","G06V"],"num_claims":27,"abstract":"A method includes obtaining, using at least one processor, audio/video content. The method also includes processing, using the at least one processor, the audio/video content with a trained attention-based machine learning model to classify the audio/video content. Processing the audio/video content includes, using the trained attention-based machine learning model, generating a global representation of the audio/video content based on the audio/video content, generating a local representation of the audio/video content based on different portions of the audio/video content, and combining the global representation of the audio/video content and the local representation of the audio/video content to generate an output representation of the audio/video content. The audio/video content is classified based on the output representation."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"System and method for enhancing machine learning model for audio/video understanding using gated multi-level attention and temporal adversarial training","description":"A method includes obtaining, using at least one processor, audio/video content. The method also includes processing, using the at least one processor, the audio/video content with a trained attention-","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11989939","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-11989939","citation_suggestion":"Patentable. \"System and method for enhancing machine learning model for audio/video understanding using gated multi-level attention and temporal adversarial training\" (US-11989939). https://patentable.app/patents/US-11989939","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11989939","json":"https://patentable.app/api/llm-context/US-11989939","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T01:07:23.862Z"}