TIME-FREQUENCY CONVOLUTIONAL NEURAL NETWORK WITH BOTTLENECK ARCHITECTURE FOR QUERY-BY-EXAMPLE PROCESSING

    公开(公告)号:US20200152179A1

    公开(公告)日:2020-05-14

    申请号:US16191296

    申请日:2018-11-14

    Abstract: A computing system determines whether a reference audio signal contains a query. A time-frequency convolutional neural network (TFCNN) comprises a time and frequency convolutional layers and a series of additional layers, which include a bottleneck layer. The computation engine applies the TFCNN to samples of a query utterance at least through the bottleneck layer. A query feature vector comprises output values of the bottleneck layer generated when the computation engine applies the TFCNN to the samples of the query utterance. The computation engine also applies the TFCNN to samples of the reference audio signal at least through the bottleneck layer. A reference feature vector comprises output values of the bottleneck layer generated when the computation engine applies the TFCNN to the samples of the reference audio signal. The computation engine determines at least one detection score based on the query feature vector and the reference feature vector.

    Gripper Devices
    72.
    发明申请
    Gripper Devices 审中-公开

    公开(公告)号:US20200147812A1

    公开(公告)日:2020-05-14

    申请号:US16184053

    申请日:2018-11-08

    Abstract: Systems are provided for gripping or otherwise manipulating lettuce, sliced foodstuffs (e.g., sliced cheese, sliced tomato or other sliced vegetables), or other foodstuffs or other irregular objects or substances. These systems can facilitate the manipulation of groups of irregular objects, including distributing small amounts (e.g., individual instances) of such groups of objects. These systems operate to manipulate such objects by extending and retracting rods, wires, or otherwise-configured pins to contact and/or penetrate the object(s) to be manipulated. In some examples, the pins are retracted to individually dispense objects (e.g., slices of cheese) from a stack of objects. In some examples, the separation and angle of the pins can be controlled to, e.g., grip one or more irregular objects and subsequently to dispense some or all of the gripped object(s).

    MESOTHELIN VACCINE FOR OVARIAN CANCER PREVENTION

    公开(公告)号:US20200078455A1

    公开(公告)日:2020-03-12

    申请号:US16607604

    申请日:2018-04-24

    Abstract: Disclosed are compositions comprising a mesothelin protein and an adjuvant. Disclosed are compositions comprising a mesothelin protein, an adjuvant, and a second adjuvant. In some instances the adjuvant is cyclic dinucleotides (CDNs). Disclosed are compositions comprising a mesothelin protein, CDNs, and a squalene based oil-in-water emulsion. Disclosed are methods of treating cancer comprising administering to a subject a composition or vaccine, wherein the composition or vaccine comprises a mesothelin protein, an adjuvant, and a second adjuvant.

    SYSTEMS AND METHODS INVOLVING PREDICTIVE MODELING OF HOT FLASHES

    公开(公告)号:US20200013511A1

    公开(公告)日:2020-01-09

    申请号:US16503064

    申请日:2019-07-03

    Abstract: Embodiments in accordance with the present disclosure are directed to systems and methods for managing hot flashes and/or menopause symptoms. An example system includes sensor circuitry and logic circuitry. The sensor circuitry obtains a physical measurement associated with a user and communicates the physical measurement. The logic circuitry generates a predictive model that indicates a probability of the user having a hot flash at a date and time based on a plurality of input parameters, revises the probability based on the physical measurement using the predictive model, and communicates data indicative of an action in response to the revised probability being outside a threshold, such as providing cooling relief.

    HYPERDEXTEROUS SURGICAL SYSTEM
    75.
    发明申请

    公开(公告)号:US20200008901A1

    公开(公告)日:2020-01-09

    申请号:US16450802

    申请日:2019-06-24

    Abstract: A hyperdexterous surgical system is provided. The system on include one or more surgical arms coupleable in a fixture and configured to support one or more surgical tools. The system can include an electronic control system configured to communicate electronically with the one or more robotic surgical tools. The control system can electronically control the operation of the one or more surgical tools. The system can include one or more portable handheld controllers actuatable by a surgeon to communicate one or more control signals to the one or more surgical tools via the electronic control system to operate the one or more surgical tools. The one or more portable handheld controllers can provide said one or more control signals from a plurality of locations of an operating arena, allowing a surgeon to be mobile during a surgical procedure and to remotely operate the one or more surgical tools from different locations of the operating arena.

    A SYSTOLIC PROCESSOR SYSTEM FOR A LIGHT RANGING SYSTEM

    公开(公告)号:US20200003876A1

    公开(公告)日:2020-01-02

    申请号:US16488918

    申请日:2018-02-20

    Abstract: A ROIC can perform systolic processing of light detectors. The ROIC performs the systolic processing of the light detectors to capture at least i) when, in time units, an initial photon of its reflected light pulse is captured by each of the light detectors in the array, ii) where geographically in terms of column and row address of the light detector capturing its photon is located in the array, iii) scan out data captured by the light detectors on the when in time units, and the where geographically that the photon was captured in a given light detector in the array, and then iv) analyze the data on the when and the where with an algorithm to know exactly when exactly, in terms of time units, the photon was captured relative to the input from the clock circuit in order to determine an objects characteristics.

    SUMMARIZATION SYSTEM
    79.
    发明申请

    公开(公告)号:US20190327103A1

    公开(公告)日:2019-10-24

    申请号:US16387325

    申请日:2019-04-17

    Inventor: John Niekrasz

    Abstract: In general, the disclosure describes techniques for automatically generating summaries of meetings. A computing system obtains a transcript of a meeting and may produce, based on the transcript of the meeting, a data structure that comprises utterance features. Furthermore, the computing system may determine, based on the transcript of the meeting, temporal bounds of a plurality of activity episodes within the meeting. For each respective activity episode of a plurality of activity episodes, the computing system may determine, based on the utterance features associated with the respective activity episode, a conversational activity type associated with the respective activity episode. Additionally, the computing system may produce an episode summary for the respective activity episode that is dependent on the determined conversational activity type associated with the respective activity episode. The episode summary for the respective activity episode summarizes a conversational activity that occurred during the respective activity episode.

    ZERO-SHOT OBJECT DETECTION
    80.
    发明申请

    公开(公告)号:US20190325243A1

    公开(公告)日:2019-10-24

    申请号:US16383447

    申请日:2019-04-12

    Abstract: A method, apparatus and system for zero shot object detection includes, in a semantic embedding space having embedded object class labels, training the space by embedding extracted features of bounding boxes and object class labels of labeled bounding boxes of known object classes into the space, determining regions in an image having unknown object classes on which to perform object detection as proposed bounding boxes, extracting features of the proposed bounding boxes, projecting the extracted features of the proposed bounding boxes into the space, computing a similarity measure between the projected features of the proposed bounding boxes and the embedded, extracted features of the bounding boxes of the known object classes in the space, and predicting an object class label for proposed bounding boxes by determining a nearest embedded object class label to the projected features of the proposed bounding boxes in the space based on the similarity measures.

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