SYSTEM AND METHOD FOR SELF-ATTENTION-BASED COMBINING OF MULTICHANNEL SIGNALS FOR SPEECH PROCESSING

A method, computer program product, and computing system for receiving a plurality of signals from a plurality of microphones, thus defining a plurality of channels. A weighted multichannel representation of the plurality of channels may be generated. A plurality of weights for each channel of the p...

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Hauptverfasser: QUILLEN, Carl Benjamin, SHARMA, Dushyant, MILANOVIC, Ljubomir, GONG, Rong
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Sprache:eng ; fre
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creator QUILLEN, Carl Benjamin
SHARMA, Dushyant
MILANOVIC, Ljubomir
GONG, Rong
description A method, computer program product, and computing system for receiving a plurality of signals from a plurality of microphones, thus defining a plurality of channels. A weighted multichannel representation of the plurality of channels may be generated. A plurality of weights for each channel of the plurality of channels may be generated based upon, at least in part, the weighted multichannel representation of the plurality of channels. A single channel representation of the plurality of channels may be generated based upon, at least in part, the weighted multichannel representation of the plurality of channels and the plurality of weights generated for each channel of the plurality of channels. L'invention concerne un procédé, un produit programme d'ordinateur et un système informatique pour recevoir une pluralité de signaux provenant d'une pluralité de microphones, définissant ainsi une pluralité de canaux. Une représentation multicanal pondérée de la pluralité de canaux peut être générée. Une pluralité de poids pour chaque canal de la pluralité de canaux peut être générée sur la base, au moins en partie, de la représentation multicanal pondérée de la pluralité de canaux. Une représentation de canal unique de la pluralité de canaux peut être générée selon, au moins en partie, la représentation multicanal pondérée de la pluralité de canaux et la pluralité de poids générés pour chaque canal de la pluralité de canaux.
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A weighted multichannel representation of the plurality of channels may be generated. A plurality of weights for each channel of the plurality of channels may be generated based upon, at least in part, the weighted multichannel representation of the plurality of channels. A single channel representation of the plurality of channels may be generated based upon, at least in part, the weighted multichannel representation of the plurality of channels and the plurality of weights generated for each channel of the plurality of channels. L'invention concerne un procédé, un produit programme d'ordinateur et un système informatique pour recevoir une pluralité de signaux provenant d'une pluralité de microphones, définissant ainsi une pluralité de canaux. Une représentation multicanal pondérée de la pluralité de canaux peut être générée. Une pluralité de poids pour chaque canal de la pluralité de canaux peut être générée sur la base, au moins en partie, de la représentation multicanal pondérée de la pluralité de canaux. Une représentation de canal unique de la pluralité de canaux peut être générée selon, au moins en partie, la représentation multicanal pondérée de la pluralité de canaux et la pluralité de poids générés pour chaque canal de la pluralité de canaux.</abstract><oa>free_for_read</oa></addata></record>
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subjects ACOUSTICS
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
DEAF-AID SETS
ELECTRIC COMMUNICATION TECHNIQUE
ELECTRICITY
HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA
INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS
LOUDSPEAKERS, MICROPHONES, GRAMOPHONE PICK-UPS OR LIKEACOUSTIC ELECTROMECHANICAL TRANSDUCERS
MUSICAL INSTRUMENTS
PHYSICS
PUBLIC ADDRESS SYSTEMS
SPEECH ANALYSIS OR SYNTHESIS
SPEECH OR AUDIO CODING OR DECODING
SPEECH OR VOICE PROCESSING
SPEECH RECOGNITION
title SYSTEM AND METHOD FOR SELF-ATTENTION-BASED COMBINING OF MULTICHANNEL SIGNALS FOR SPEECH PROCESSING
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