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公开(公告)号：US20240355330A1
公开(公告)日：2024-10-24
申请号：US18226867
申请日：2023-07-27
申请人： DenComm Inc.
发明人： Byung Joon LIM
CPC分类号： G10L15/26 , G10L15/063
摘要： A speech recognition device for dentistry includes a processor, and a memory storing one or more instructions. The instructions are executed by the processor to obtain a sound containing noise and speech generated during a dental treatment, perform a noise cancelling on the sound, and run a speech-to-text (STT) model trained using a self-supervised learning method. The STT model executes extracting a feature from each of the sound with the noise cancelling and from the sound without the noise cancelling, obtaining an encoding vector by assigning a weight to each of the features and processing the features, and obtaining a script for the speech by decoding the encoding vector. Further, the self-supervised learning method includes a fine-tuning process in which sounds containing noises and speeches that are generated during the dental treatment and a script for each of the speeches are used as a training data.
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公开(公告)号：US20240071581A1
公开(公告)日：2024-02-29
申请号：US18280311
申请日：2021-03-09
申请人： Byung Joon LIM , DENCOMM INC.
发明人： Byung Joon LIM
摘要： A method for managing a chart may include recognizing speech of a user and generating same as speech data, converting the speech data to text data, extracting a system command and/or a data command from the text data, on the basis of the system command, performing starting a customer chart, ending the customer chart, and/or moving to an item included in the customer chart, extracting a diagnosis name command and a status command by parsing the data command, generating a protocol by mapping the diagnosis name command and the status command, on the basis of the protocol, changing the status of at least one of the plurality of items in the customer chart, and providing the user, in real time, with the status of an item and the changed items in the customer chart.
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