ELECTRONIC APPARATUS FOR PROCESSING USER UTTERANCE AND CONTROLLING METHOD THEREOF

    公开(公告)号:US20210335360A1

    公开(公告)日:2021-10-28

    申请号:US17271182

    申请日:2019-08-23

    Abstract: Disclosed is an electronic device including a communication interface, a memory, a microphone, a speaker, a display, a main processor, and a sub-processor activating the main processor by recognizing a wake-up word included in a voice input. The at least one memory stores instructions that, when executed, cause the main processor to receive a first voice input to register the wake-up word, when the first voice input does not include a specified word, to receive a second voice input including a word identical to the first voice input, through the microphone, to generate a wake-up word recognition model for recognizing the wake-up word, and to store the generated wake-up word recognition model in the at least one memory, and when the first voice input includes the specified word, to output information for requesting a third voice input, through the speaker or the display.

    ELECTRONIC DEVICE AND SPEECH PROCESSING METHOD THEREOF

    公开(公告)号:US20230085539A1

    公开(公告)日:2023-03-16

    申请号:US17939664

    申请日:2022-09-07

    Abstract: According to various example embodiments, an electronic device includes a microphone configured to receive an audio signal including speech of a user, a processor, and a memory configured to store instructions executable by the processor and personal information of the user, in which the processor is configured to extract a plurality of speech recognition candidates by analyzing a feature of the speech of the user, extract a keyword based on the plurality of speech recognition candidates, search for replacement data, based on the keyword and the personal information, and generate a recognition result corresponding to the speech of the user, based on the replacement data.

    ELECTRONIC DEVICE AND OPERATION METHOD THEREOF

    公开(公告)号:US20220383877A1

    公开(公告)日:2022-12-01

    申请号:US17824023

    申请日:2022-05-25

    Abstract: An electronic device and method are disclosed. The electronic device includes input circuitry, a display, and a processor. The processor implements the method, including extracting at least one piece of context information based at least in part on an application screen displayed on the display, analyzing the extracted at least one piece of context information to generate a language model based on the extracted at least one piece of context information, receiving a voice input of a user through the input circuitry and convert the voice input into a text string using the generated language model, and resetting the generated language model.

    LANGUAGE MODEL AND ELECTRONIC DEVICE INCLUDING THE SAME

    公开(公告)号:US20220319500A1

    公开(公告)日:2022-10-06

    申请号:US17425211

    申请日:2021-07-08

    Abstract: Disclosed is an electronic device including processor and memory operatively connected to the processor and storing language model. The electronic device may enter data into the language model, generate an embedding vector in the input embedding layer, add position information to the embedding vector in the positional encoding layer, branch the embedding vector based on domain information, normalize the branched embedding vectors, enter the normalized embedding vectors into the multi-head attention layer, enter output data of the multi-head attention layer into the first layer, normalize pieces of output data of the first layer, enter the normalized pieces of output data of the first layer into the feed-forward layer, enter output data of the feed-forward layer into the second layer and normalize pieces of output data of the second layer, and enter the normalized pieces of output data of the second layer into the linearization layer and the softmax layer to obtain result data. In addition, various embodiments as understood from the specification may be also possible.

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