Abstract: Systems and methods for data management are disclosed. One method can comprise receiving first data from one or more data sources and forming a classification group from the one or more data sources based upon one or more classifiers. The method can also comprise generating an identifier for the classification group by applying a function to the first data and/or the one or more classifiers. Second data can be received from the one or more data sources of the classification group and the second data can be associated with the identifier of the classification group.

Abstract: Methods and apparatus to audio watermarking and watermark detection and extracted are described herein. An example method includes receiving a media content signal, sampling the media content signal to generate samples, storing the samples in a buffer, determining a first sequence of samples in the buffer, determining a second sequence of samples in the buffer, wherein the second sequence of samples is of substantially equal length as the first sequence of samples, calculating an average of the first sequence of samples and the second sequence of samples to generate an average sequence of samples, extracting an identifier from the average sequence of samples, and storing the identifier in a tangible memory.

Abstract: Disclosed herein are system, method, and computer program product embodiments for automated autonomous vehicle pose validation. An embodiment operates by generating a range image from a point cloud solution comprising a pose estimate for an autonomous vehicle. The embodiment queries the range image for predicted ranges and predicted class labels corresponding to lidar beams projected into the range image. The embodiment generates a vector of features from the range image. The embodiment compares a plurality of values to the vector of features using a binary classifier. The embodiment validates the autonomous vehicle pose based on the comparison of the plurality of values to the vector of features using the binary classifier.

Abstract: The present disclosure relates to systems, methods, and computer-readable media for utilizing a content access authorization system to determine user access control efficiently and flexibly for digital documents that are stored in different geographic regions. For instance, the content access authorization system can convert sensitive user information for digital documents stored in a first geographic region into a probabilistic data structure that does not include user information and share the probabilistic data structure with a second geographic region. The content access authorization system can then utilize the probabilistic data structure to efficiently pre-filter user document access control for digital documents requested by a user in the second geographic region that are stored in the first geographic region, which significantly saves on latency and computing resource usage by reducing the number of document control access queries needed to be made to the first geographic region.

Abstract: A subcutaneously implantable device includes a housing, a clip attached to a top side of the housing, a first prong with a proximal end attached to the housing and a distal end extending away from the housing, and a first electrode on the first prong. The clip is configured to anchor the device to a muscle, a bone, and/or a tissue. The first prong is configured to contact a heart. The first electrode is configured to contact the heart. Sensing circuitry in the housing that is configured to sense an electrical signal from the heart, and therapeutic circuitry in the housing is in electrical communication with the first electrode and is configured to deliver electrical stimulation to the heart through the first electrode.

Abstract: A system and process for restarting a turbomachine includes a shutdown cooldown protection process implemented by a plant level control system or direct control system of the turbomachine. The system and process for restarting ensure rotating components are cooled as expected prior to a unit restart. This system and process for restarting will lockout an ability to restart if an improper cooldown of rotating components is detected. If this lockout is enabled, delaying restart for the rotating components to cool naturally is needed, or the operator could decide to force cool the components.

Abstract: A vending machine system for loading and dispensing pre-baked unpackaged food including a fixed cartridge disposed in a refrigerator of a vending machine, and a transport cartridge adapted to removably attach to the fixed cartridge, the transport cartridge operable for holding trays of unpackaged food and loading the trays of unpackaged food from the transport cartridge into the fixed cartridge, wherein, when the transport cartridge is removably attached to the fixed cartridge, a front opening of the transport cartridge aligns with a front opening of the fixed cartridge, and wherein the rack of the transport cartridge aligns with the conveyor system of the fixed cartridge such that trays of unpackaged food within the transport cartridge can simultaneously be transitioned from the rack to the conveyor system.

Abstract: An electronic device receives a first plurality of images of a scene captured by an image sensor of an electronic device, receives an ambient light level proximate to the electronic device, and determines whether the ambient light level is less than a first threshold value. In accordance with a determination that the ambient light level is less than the first threshold value, the electronic device detects motion in the scene based on one or more of the first plurality of images. In accordance with detecting motion in the scene, the electronic device receives a second plurality of images of the scene captured by the image sensor of the electronic device, forms a composite image from two or more of the second plurality of images, and causes the composite image to be presented for display on a user device.

Abstract: Methods and systems are provided for power management in communication devices, particularly based on cable connectivity. A power management component in a system may be configured to manage power use in the system based on measurements associated with a signal path used for communication by the system via a communication port, wherein the managing includes. Managing the power use may include determining, based on the measurements, connectivity related information associated with connectivity of the system via the communication port; applying, based on the connectivity related information, one or more power use reduction measures, wherein the one or more power use reduction measures include transitioning between different power related states; and monitoring one or more conditions to determine when to stop, undo, or reverse at least one of the one or more power use reduction measures.

Abstract: A method includes sending, by a computing device, a first communication to a battery device having a system on a chip (SoC) that is powering another device, receiving, by the computing device, a second communication in response to the first communication from the battery device, the second communication comprising a received signal strength indicator (RSSI) from the battery device to the computing device, displaying, by the computing device, a graphical user interface (GUI) that indicates the RSSI that provides real-time information in response to at least one of movement of the computing device and movement of the battery device, and sending, by the computing device, a third communication to the battery that when received by the battery device causes the battery device to provide at least one audible alert.

Abstract: A method includes receiving a set of training utterances each including a non-synthetic speech representation of a corresponding utterance, and for each training utterance, generating a corresponding synthetic speech representation by using a voice conversion model. The non-synthetic speech representation and the synthetic speech representation form a corresponding training utterance pair. At each of a plurality of output steps for each training utterance pair, the method also includes generating, for output by a speech recognition model, a first probability distribution over possible non-synthetic speech recognition hypotheses for the non-synthetic speech representation and a second probability distribution over possible synthetic speech recognition hypotheses for the synthetic speech representation.

Abstract: A controller may receive information identifying a rogue access point operating on a channel in the WLAN. In response, the controller may provide instructions to at least a subset of the access points, where the instructions indicate that at least the subset of the access points collaboratively attack the rogue access point, and where a given instruction for a given access point specifies a schedule of attacks by the given access point. In some embodiments, the controller selects at least the subset of the access points based at least in part on one or more parameters, including: an ability to receive transmissions from the rogue access point; traffic loading; communication performance; a number of associated electronic devices; proximity to the rogue access point; and/or operating channels.

Abstract: An infused undergarment device for use as a delivery device for colonizing the vagina with Lactobacillus in patients who test positive for or report symptoms of vaginitis. The infused undergarment employs a sponge impregnated with Lactobacillus crispatus Freeze Dried Powder. The sponge, having channels to direct the powder, is held in place by a mesh fabric sewn into the groin portion of the undergarment, which allows the c n ay delivery of the powder. The undergarment may also be used to help maintain normal flora of the vagina in the absence of symptoms in a prophylactic manner to prevent future infection. The undergarment is sealed in an opaque aluminum foil package to prevent light and environment air from degrading effectiveness.

Abstract: A robotic system for forming a moldable workpiece is provided. The robotic system includes a robot, an end effector, an adjustment module, and a control module. The robot is configured to pass the workpiece through a machine. The end effector is configured to be attached to the robot and configured to grasp and release the workpiece. The end effector is adjustable to a plurality of different configurations. The adjustment module is configured to determine a change in the workpiece from (a) a first form of the workpiece prior to the passing of the workpiece through the machine to (b) a second form of the workpiece after passing of the workpiece through the machine. The control module is configured to adjust a present configuration of the end effector to a second configuration based on the change in the workpiece from (a) the first form to (b) the second form.

Abstract: Methods and systems are presented for generating real-time dynamic conversational responses during conversational interactions using machine learning models based on historic intents for a plurality of users and user-specific interactions. The machine learning models comprise a neural network trained to select a first intent from a plurality of intents based on historic data accumulated prior to the conversational interaction and a neural network trained to select a first interaction-specific intent from a plurality of interaction-specific intents based on interaction-specific data for a user.

Abstract: A method is provided for causing a networking device to enter a power saving mode, determining whether or not a Voice over Internet Protocol (VOIP) telephony interface is in service after the causing the networking device to enter the power saving mode, the networking device including the VOIP telephony interface, the VOIP telephony interface communicatively connected to a VOIP provider, and rebooting the networking device when the VOIP telephony interface is determined not to be in service.

Abstract: Techniques for fingerprint encoded gesture initiation of device actions are described and are implementable to perform a variety of functionality based on touch-based gestures that are fingerprint encoded. For instance, a mobile device receives an input including a touch-based gesture. The mobile device generates fingerprint identity information based on the touch-based gesture, such as by a fingerprint sensor area that is operable to detect a pattern of a fingerprint in contact with the fingerprint sensor area. Based on the fingerprint identity information, the mobile device determines that the fingerprint identity information is associated with a user of the mobile device. The mobile device then performs an action that corresponds to the touch-based gesture, e.g., based on a shape of the gesture. In one example, the action includes display of a customized user interface associated with a user profile that corresponds to the touch-based gesture.

Abstract: Aspects of the disclosure provide a method and an apparatus including processing circuitry that decodes a current block in a current picture with a subblock-based temporal motion vector prediction (SbTMVP) mode. A first collocated block in a first collocated picture is determined based on a first displacement vector candidate of the current block corresponding to a first SbTMVP candidate. The processing circuitry determines first motion information of a current template of the current block based on one or more pieces of motion information of the first collocated block or a neighboring block of the first collocated block. The processing circuitry determines one of a first reference template and a first subblock reference template in a first reference picture based on the first motion information and determines a first template matching cost based on the current template and the one of the first reference template and the first subblock reference template.

Abstract: A pedicle screw assembly including a bone fastener having a lower end for engaging bone and an upper end remote from the lower end; a head having a rod-receiving channel attached to the upper end of said bone fastener; a spinal rod insertable into the rod-receiving channel of said head, said spinal rod having an outer surface extending between first and second ends thereof, wherein at least one of the first and second ends has a reduced diameter section. A spinal rod having an outer surface extending between a first end and a second end thereof; wherein the outer surface of said spinal rod has a reduced diameter section at at least one of the first and second ends.

Abstract: Systems and associated methods for selectively enabling and disabling a powered system include an interlock device and a control system. The interlock device may enable or disable operation of the powered system. The control system may disable operation of the powered system with the interlock device, receive at least one answer to at least one question from a user of the access device, and enable operation of the powered system with the interlock device based on the at least one answer meeting a predetermined criteria. In some cases, the control system enables or disables operation of the powered system based on a distance between an access device and the interlock device, based on a status of the powered system after enabling operation, or based on a communication status of the access device after enabling operation of the powered system.