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    SPEECH SIGNAL RECOGNITION SYSTEM AND METHOD
    1.
    发明申请
    SPEECH SIGNAL RECOGNITION SYSTEM AND METHOD 审中-公开

    公开(公告)号：US20190088251A1

    公开(公告)日：2019-03-21

    申请号：US15916512

    申请日：2018-03-09

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Minyoung MUN ,  SangHyun YOO ,  Young Sang CHOI ,  Ki Soo KWON ,  Hodong LEE

    IPC: G10L15/06 ,  G10L15/08 ,  G10L15/187 ,  G10L15/28

    Abstract: A speech signal recognition method, apparatus, and system. The speech signal recognition method may include obtaining by or from a terminal an output of a personalization layer, with respect to a speech signal provided by a user of the terminal, having been implemented by input of the speech signal to the personalization layer, the personalization layer being previously trained based on speech features of the user, implementing a global model by providing the obtained output of the personalization layer to the global model, the global model being configured to output a phonemic signal indicating a phoneme included in the speech signal through the global model being previously trained based on speech features common to a plurality of users, and re-training the personalization layer based on the phonemic signal output from the global model, where the personalization layer and the global model collectively represent an acoustic model.

    ELECTRONIC DEVICE AND CONTROL METHOD THEREOF
    2.
    发明申请
    ELECTRONIC DEVICE AND CONTROL METHOD THEREOF 有权

    公开(公告)号：US20210172838A1

    公开(公告)日：2021-06-10

    申请号：US16768741

    申请日：2018-12-19

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Hodong LEE ,  Kwanghyun KOH ,  Kiyoung YANG

    IPC: G01M99/00 ,  G06F17/18

    Abstract: An electronic apparatus is provided. The electronic apparatus includes a storage storing error-related information of an external electronic apparatus, and a processor configured to obtain first error-related information with respect to a target time interval and second error-related information with respect to a standard time interval including the target time interval and time intervals other than the target time interval, from the storage, obtain frequency information for each number of error occurrences with respect to the target time interval based on the first error-related information and frequency information for each number of error occurrences with respect to the standard time interval based on the second error-related information, and compare the frequency information for each number of error occurrences with respect to the target time interval with the frequency information for each number of error occurrences with respect to the standard time interval to identify an error occurrence level with respect to the target time interval.

    MACHINE TRANSLATION METHOD AND APPARATUS
    3.
    发明申请
    MACHINE TRANSLATION METHOD AND APPARATUS 审中-公开

    公开(公告)号：US20190251174A1

    公开(公告)日：2019-08-15

    申请号：US16013055

    申请日：2018-06-20

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hodong LEE ,  Hoshik LEE

    IPC: G06F17/28

    CPC classification number: G06F17/289

    Abstract: A processor-implemented machine translation method includes translating a source sentence expressed in a source language into a target language to determine a target sentence, determining, based on a reliability of the target sentence, whether the target sentence is appropriate as a translation result of the source sentence, and re-determining a target sentence corresponding to the source sentence in response to a result of the determining being that the target sentence is inappropriate as the translation result.

    LANGUAGE MODEL TRANSLATION AND TRAINING METHOD AND APPARATUS
    4.
    发明申请
    LANGUAGE MODEL TRANSLATION AND TRAINING METHOD AND APPARATUS 审中-公开

    公开(公告)号：US20190163747A1

    公开(公告)日：2019-05-30

    申请号：US15947915

    申请日：2018-04-09

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Tae Gyoon KANG ,  Hodong LEE

    IPC: G06F17/28 ,  G10L15/06 ,  G06K9/62 ,  G06N3/04 ,  G06F17/16

    Abstract: A language model training method and an apparatus using the language model training method are disclosed. The language model training method includes assigning a context vector to a target translation vector, obtaining feature vectors based on the target translation vector and the context vector, generating a representative vector representing the target translation vector using an attention mechanism for the feature vectors, and training a language model based on the target translation vector, the context vector, and the representative vector.

    METHOD AND APPARATUS FOR RECOGNIZING SPEECH
    5.
    发明申请
    METHOD AND APPARATUS FOR RECOGNIZING SPEECH 审中-公开

    公开(公告)号：US20180166075A1

    公开(公告)日：2018-06-14

    申请号：US15585334

    申请日：2017-05-03

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Hodong LEE ,  Hoshik LEE

    IPC: G10L15/22 ,  G10L15/18 ,  G10L15/02

    CPC classification number: G10L15/02 ,  G10L15/20

    Abstract: A method performed by a speech recognizing apparatus to recognize speech includes: obtaining a distance from the speech recognizing apparatus to a user generating a speech signal; determining a normalization value for the speech signal based on the distance; normalizing a feature vector extracted from the speech signal based on the normalization value; and performing speech recognition based on the normalized feature vector.

    AUTOMATIC INTERPRETATION METHOD AND APPARATUS
    7.
    发明申请
    AUTOMATIC INTERPRETATION METHOD AND APPARATUS 审中-公开

    公开(公告)号：US20180011843A1

    公开(公告)日：2018-01-11

    申请号：US15404941

    申请日：2017-01-12

    Applicant: SAMSUNG ELECTRONICS CO., LTD.

    Inventor： Hodong LEE ,  Youngki PARK ,  Sang Hyun YOO

    IPC: G06F17/28 ,  G10L15/02 ,  G10L25/30

    CPC classification number: G06F17/2854 ,  G06F17/2785 ,  G06F17/2818 ,  G06F17/2881 ,  G06F17/289 ,  G10L13/00 ,  G10L15/02 ,  G10L15/26 ,  G10L25/30

    Abstract: Provided is an automated interpretation method, apparatus, and system. The automated interpretation method includes encoding a voice signal in a first language to generate a first feature vector, decoding the first feature vector to generate a first language sentence in the first language, encoding the first language sentence to generate a second feature vector with respect to a second language, decoding the second feature vector to generate a second language sentence in the second language, controlling a generating of a candidate sentence list based on any one or any combination of the first feature vector, the first language sentence, the second feature vector, and the second language sentence, and selecting, from the candidate sentence list, a final second language sentence as a translation of the voice signal.

    METHOD AND APPARATUS WITH REAL-TIME TRANSLATION
    10.
    发明申请
    METHOD AND APPARATUS WITH REAL-TIME TRANSLATION 有权

    公开(公告)号：US20210082407A1

    公开(公告)日：2021-03-18

    申请号：US16851211

    申请日：2020-04-17

    Applicant: Samsung Electronics Co., Ltd.

    Inventor： Youngmin KIM ,  Hwidong NA ,  Min-joong LEE ,  Hodong LEE

    IPC: G10L15/183 ,  G10L15/00

    Abstract: A real-time processor-implemented translation method and apparatus is provided. The real-time translation method includes receiving a content, determining a delay time for real-time translation based on a silence interval of the received content and an utterance interval of the received content, generating a translation result by translating a language used in the received content, and synthesizing the translation result and the received content.

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