{"schema_version":"1.0","canonical_url":"https://patentable.app/patents/US-11937073","patent":{"patent_number":"US-11937073","title":"Systems and methods for curating a corpus of synthetic acoustic training data samples and training a machine learning model for proximity-based acoustic enhancement","assignee":null,"inventors":[],"filing_date":"2023-11-01T00:00:00.000Z","publication_date":"2024-03-19T00:00:00.000Z","cpc_codes":["H04S","G10L","H04S","H04S","G10L","G10L","G10L","H04S","H04S"],"num_claims":17,"abstract":"A system and method includes generating a virtual n-dimensional space that includes one or more positions of one or more source nodes and a position of a receiver node; executing a plurality of simulations including simulating acoustic signals emanating from the one or more source nodes within the virtual n-dimensional room; estimating a measure of the acoustic signals received at the receiver node; computing a plurality of acoustic signal data samples based on the estimation for each of the plurality of simulations; and creating a training data corpus for training an artificial neural network, the training data corpus including at least a sampling of the plurality of acoustic data samples, and the artificial neural network, once trained, is configured to generate an inference indicating a likely intended sound to a target receiver of a mixture of acoustic signals."},"analysis":{"summary":null,"layman_explanation":null,"technical_analysis":null,"business_analysis":null,"faqs":null,"topics":[],"tech_cluster":null},"seo":{"title":"Systems and methods for curating a corpus of synthetic acoustic training data samples and training a machine learning model for proximity-based acoustic enhancement","description":"A system and method includes generating a virtual n-dimensional space that includes one or more positions of one or more source nodes and a position of a receiver node; executing a plurality of simula","keywords":[]},"attribution":{"source":"Patentable","source_url":"https://patentable.app","canonical_url":"https://patentable.app/patents/US-11937073","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-11937073","citation_suggestion":"Patentable. \"Systems and methods for curating a corpus of synthetic acoustic training data samples and training a machine learning model for proximity-based acoustic enhancement\" (US-11937073). https://patentable.app/patents/US-11937073","copyright_holder":"Nomic Interactive Technology LLC"},"links":{"html":"https://patentable.app/patents/US-11937073","json":"https://patentable.app/api/llm-context/US-11937073","site":"https://patentable.app","llms_txt":"https://patentable.app/llms.txt"},"generated_at":"2026-05-31T03:12:51.126Z"}