AUDIO CLASSIFCATION WITH MACHINE LEARNING MODEL USING AUDIO DURATION

    公开(公告)号:US20210294845A1

    公开(公告)日:2021-09-23

    申请号:US16473284

    申请日:2017-04-28

    Abstract: An audio signal classifier including a feature extractor to extract metadata from an audio signal, the metadata defining a plurality of features of the audio signal, the feature extractor to generate a feature vector including selected features of the audio signal, the selected features including a duration of the audio signal, and each selected feature having a feature value. A machine learning model trained to classify the audio signal as one of a plurality of audio signal classes based on the feature vector. The machine learning model to provide a plurality of class values based on the feature values, each class value corresponding to one of the plurality of audio signal classes, the plurality of class values together indicating the class of the audio signal.

    MACHINE LEARNING MODEL TRAINING
    14.
    发明公开

    公开(公告)号:US20230229963A1

    公开(公告)日:2023-07-20

    申请号:US18002460

    申请日:2020-06-22

    CPC classification number: G06N20/00

    Abstract: Examples of machine learning model training are described herein. In some examples, a method may include training, on an apparatus, an encoder machine learning model or a context machine learning model. In some examples, the method may include training the encoder machine learning model or the context machine learning model using negative samples in a latent space from emote devices and a ground truth.

    DISPLAYS WITH PIXELS COUPLED BY BEAM SPLITTERS

    公开(公告)号:US20220114927A1

    公开(公告)日:2022-04-14

    申请号:US17418975

    申请日:2019-04-24

    Abstract: An example device includes a main display panel that includes a main array of pixels and an opening within the main array of pixels. The example device further includes a beam splitter positioned to communicate light through the opening within the main array of pixels, a sensor positioned with respect to the beam splitter to capture light incident on the opening within the main array of pixels, and a subarray including a pixel. The subarray is positioned with respect to the beam splitter to output light through the opening within the main array of pixels.

    AUGMENTED REALITY DISPLAY
    17.
    发明申请

    公开(公告)号:US20210217242A1

    公开(公告)日:2021-07-15

    申请号:US16760545

    申请日:2018-01-24

    Abstract: In an example, an augmented reality display system includes a reflective surface, a depth scanner and processing apparatus comprising an image processor and an image generation engine. The depth scanner may be to scan the reflective surface and a subject via the reflective surface to acquire depth data. The image processor may be to determine, based on the depth data, a viewpoint for an augmentation of a reflected image. The image generation engine may be to generate the augmentation for display on the reflective surface.

    Combined audio signal output
    18.
    发明授权

    公开(公告)号:US10659877B2

    公开(公告)日:2020-05-19

    申请号:US16473345

    申请日:2017-03-08

    Abstract: According to examples, an apparatus may include a processor and a memory on which is stored machine readable instructions that are to cause the processor to determine a reference frame from a plurality of frames received at multiple different times, in which each of the plurality of frames includes audio signal data, and in which the reference frame includes audio signal data that identifies a highest audio signal level among audio signals identified in the plurality of frames. The reference frame may be time-aligned with each of the plurality of frames other than the reference frame to obtain respective time-aligned frames. The audio signals identified in each of the respective time-aligned frames may be added together to generate respective added audio signals. The respective added audio signals may be combined together to obtain a combined audio signal and the combined audio signal may be outputted.

    COMBINED AUDIO SIGNAL OUTPUT
    19.
    发明申请

    公开(公告)号:US20190387313A1

    公开(公告)日:2019-12-19

    申请号:US16473345

    申请日:2017-03-08

    Abstract: According to examples, an apparatus may include a processor and a memory on which is stored machine readable instructions that are to cause the processor to determine a reference frame from a plurality of frames received at multiple different times, in which each of the plurality of frames includes audio signal data, and in which the reference frame includes audio signal data that identifies a highest audio signal level among audio signals identified in the plurality of frames. The reference frame may be time-aligned with each of the plurality of frames other than the reference frame to obtain respective time-aligned frames. The audio signals identified in each of the respective time-aligned frames may be added together to generate respective added audio signals. The respective added audio signals may be combined together to obtain a combined audio signal and the combined audio signal may be outputted.

Patent Agency Ranking