MACHINE-LEARNING-BASED SPEECH PRODUCTION CORRECTION

    公开(公告)号:US20240304200A1

    公开(公告)日:2024-09-12

    申请号:US18276171

    申请日:2022-02-08

    CPC classification number: G10L21/007 G10L15/04

    Abstract: A system and method of speech modification may include: receiving a recorded speech, comprising one or more phonemes uttered by a speaker; segmenting the recorded speech to one or more phoneme segments (PS), each representing an uttered phoneme; selecting a phoneme segment (PSk) of the one or more phoneme segments (PS); extracting a portion of the recorded speech, said portion corresponding to a first timeframe ({tilde over (T)}) that comprises the selected phoneme segment; receiving a representation () of a phoneme of interest P*; and applying a machine learning (ML) model on (a) the extracted portion of the recorded speech and (b) on the representation () of the phoneme of interest P*, to generate a modified version of the extracted portion of recorded speech, wherein the phoneme of interest (P*) substitutes the selected phoneme segment (PSk).

    AUTOMATIC PREDICTION OF BLOOD INFECTIONS

    公开(公告)号:US20220323018A1

    公开(公告)日:2022-10-13

    申请号:US17615919

    申请日:2020-06-03

    Abstract: A method for predicting a medical condition in a patient, the method comprising: receiving, with respect to each of a plurality of subjects, a plurality of clinical parameters, and an outcome indication with respect the said medical condition; applying to said plurality of clinical parameters one or more feature selection algorithms, to select a subset of said plurality of clinical parameters as the most relevant predictors; at a training stage, training a machine learning model on a training set comprising: (i) said relevant predictors with respect to each of said subjects, and (ii) labels associated with said outcome indication in said subject; and at an inference stage, applying said trained machine learning model to a target subset of said relevant predictors with respect to a target patient, to predict said medical condition in said target patient.

    COLD PLASMA GENERATING SYSTEM
    25.
    发明申请

    公开(公告)号:US20210338304A1

    公开(公告)日:2021-11-04

    申请号:US17319157

    申请日:2021-05-13

    Abstract: A system for generating cold plasma is presented, suitable for use in in-vivo treatment of biological tissue. The system comprising: a control unit connectable to an elongated member at a first proximal end of the elongated member. The elongated member comprises a plasma generating unit at a second distal end thereof and gas and electricity transmission channels extending from said first proximal end towards said plasma generating unit. The control unit comprises a gas supply unit configured to provide predetermined flow rate of selected gas composition through said gas transmission channel and a power supply unit configured to generate selected sequence of high-frequency electrical pulses, typically in mega Hertz range, directed through said electricity transmission channel, thereby providing power and gas of said selected composition to the plasma generating unit for generating cold plasma.

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