Abstract: Systems and methods of diarization using linguistic labeling include receiving a set of diarized textual transcripts. A least one heuristic is automatedly applied to the diarized textual transcripts to select transcripts likely to be associated with an identified group of speakers. The selected transcripts are analyzed to create at least one linguistic model. The linguistic model is applied to transcripted audio data to label a portion of the transcripted audio data as having been spoken by the identified group of speakers. Still further embodiments of diarization using linguistic labeling may serve to label agent speech and customer speech in a recorded and transcripted customer service interaction.

Abstract: A trajectory guiding apparatus and one or more methods associated therewith for facilitating precision-guided alignment and implantation of a DBS therapy device in a patient. Orthogonally disposed first and second arcuate racks are independently actuatable by respective pinion drives, wherein the first arcuate rack is coupled to a base support and the second arcuate rack is operative to support a slider assembly arranged to accommodate an instrumentation column (IC) containing the therapy device. The first pinion drive is actuatable to cause a first curvilinear motion of the second arcuate rack including the slider assembly, the first curvilinear motion defined along a first arcuate path on a first perpendicular plane.

Abstract: Systems and techniques for determining degree of motion using machine learning to improve medical image quality are presented. In one example, a system generates, based on a convolutional neural network, motion probability data indicative of a probability distribution of a degree of motion for medical imaging data generated by a medical imaging device. The system also determines motion score data for the medical imaging data based on the motion probability data.

Abstract: System and techniques for performing selective snapshot and backup copy operations for individual virtual machines in a shared storage. The system can include a hypervisor configured to create and operate a plurality of virtual machines. The system can also include one or more shared physical computer storage devices communicatively coupled to the hypervisor to store the plurality of virtual machines. A plurality of storage volumes can be provided in the one or more shared physical computer storage devices, each storage volume uniquely corresponding to one of the virtual machines. The system can also include a virtual server agent configured to issue a command to the hypervisor to perform a snapshot or backup copy operation for a selected one of the plurality of virtual machines without performing the operation for any other unselected virtual machine in the one or more shared physical computer storage devices.

Abstract: Aspects of the disclosure relate to various systems and techniques that provide for a method and apparatus for transmitting speech as text to a remote server and converting the text stream back to speech for delivery to a remote application. For example, a person, through workspace virtualization, is accessing a remote application that accepts speech as its input. The user, using a microphone, would speak into the microphone where the speech would be converted into text with a local speech-to-text converter. The text version of speech is sent to a remote server, which converts the text back to speech using a remote server based text-to-speech converter where the reconstructed speech is usable as input to a remote application or device.

Abstract: An integrated circuit assembly that includes a semiconductor wafer having a first coefficient of thermal expansion; an electronic circuit substrate having a second coefficient of thermal expansion that is different than the first coefficient of thermal expansion; and an elastomeric connector arranged between the semiconductor wafer and the electronic circuit substrate and that forms an operable signal communication path between the semiconductor wafer and the electronic circuit substrate.

Abstract: A semiconductor and a method of fabricating the semiconductor having multiple, interconnected die including: providing a semiconductor substrate having a plurality of disparate die formed within the semiconductor substrate, and a plurality of scribe lines formed between pairs of adjacent die of the plurality of disparate die; and fabricating, by a lithography system, a plurality of inter-die connections that extend between adjacent pair of die of the plurality of die.

Abstract: A controller generates a target motor torque and target accessory power information during operation of an electric vehicle. The target motor torque and target accessory power information maintain a DC-link of the electric vehicle powertrain within a safe DC-link operating range. The DC-link has a DC-link voltage that is used to supply an accessory device and a motor. The accessory device is disposed on the electric vehicle and includes vehicle indictors, hydraulics, or any other accessory involved in the operation of the vehicle. The motor drives the vehicle. The controller receives the DC-link voltage, motor speed, desired output torque information, desired accessory power information, and the safe DC-link operating range and generates therefrom the target motor torque and the target accessory power information.

Abstract: The present inventors devised a holistic approach for protecting serverless applications in single-cloud, multi-zone, multi-cloud, and/or non-cloud data center computing environments. An illustrative data storage management system discovers application assets, relationships, and interoperability dependencies and creates an “application entity” that references the various assets. Protection preferences apply to the application entity as a whole. An orchestration function in the system coordinates storage management operations (e.g., backup, replication, live synchronization, etc.) in a suitable order of operations gleaned from asset dependencies, if any. A set of copies of the application's discovered assets are generated in coordinated fashion and represent a point-in-time copy of the application. The point-in-time copy can be restored and/or migrated to other computing services by the data storage management system.

Abstract: Methods and systems for deploying an enhanced processing system that performs reflection based endpoint security testing are described herein. A computing system may determine, by performing reflection on a web server library, controller types corresponding to an API. For each of the controller types, the computing system may determine method information objects corresponding to the respective controller types. Based on calls to an endpoint method for each of the one or more method information objects, the computing system may determine endpoint failures associated with the API. The endpoint methods may correspond to each of the one or more method information objects. Based on the determined endpoint failures associated with the API, the computing system may adjust one or more endpoints of the API.

Abstract: Examples includes systems and methods for lifting and moving gondolas using a modular gondola moving system. Components of a modular gondola moving system include interchangeable skates. The interchangeable skates are further removably attached to a longitudinal member which, when connected to the longitudinal member, form a skate system. Multiple skate systems are positioned to the underside of a gondola and may additionally be connected together by connector bars for stabilization and to form the modular gondola moving system. One or more lifting devices are provided independent of and are used in combination with each skate system for positioning the gondola on each skate system. The one or more lifting devices may be repeatedly used in order to place the gondola on a single modular gondola support system.

Abstract: A system and method relate to a processing device implementing a master artificial intelligence (AI) engine to receive, from each of one or more real-time AI engines, a machine learning algorithm, parameters associated with the machine learning algorithm, and features employed to train the parameters, receive labeled data used to train the parameters associated with the machine learning algorithm, and construct, based on a combination rule, a master machine learning model using the features, the machine learning algorithm, and the parameters associated with the machine learning algorithm received from each of the one or more real-time AI engines.

Abstract: A vehicle lidar assembly includes a casing having a front cover and a back cover connected to the front cover defining a casing cavity between the front cover and the back cover. The front cover has an attachment feature designed to directly connect to a vehicle. The back cover is supported by the front cover and has fins designed to dissipate heat. The assembly includes a laser module disposed in the casing cavity. The laser module includes a housing having a hermetically-sealed cavity. The housing includes a base that is connected to the back cover. The laser module includes a laser disposed in the hermetically-sealed cavity 30 and supported by the base.

Abstract: A method of assembling a delivery payload assembly configured to be deployed from an aircraft and travel along a flight path to a predetermined landing destination includes attaching a tail-kit assembly to a first end of a payload, the tail-kit assembly including a rotor blade assembly including a plurality of rotor blades having a central axis of rotation, and a flight control and navigation system configured to control a collective pitch angle of each of the plurality of rotor blades of the rotor blade assembly, configured to control an axial thrust force of the rotor blade assembly, the axial thrust force being at an angle with respect to the central axis of rotation of the rotor blade assembly, and configured to navigate the delivery payload assembly along the flight path to the predetermined landing destination. The method further includes removing the tail-kit assembly from the payload after the payload is delivered to the predetermined landing destination.

Abstract: A batch processing oven comprising a processing chamber and a rack configured to be positioned in the processing chamber. The rack is configured to support a plurality of substrates and a plurality of panels in a stacked manner such that one or more substrates of the plurality of substrates are positioned between at least one pair of adjacent panels of the plurality panels. Vertical gaps separate each substrate of the one or more substrates from an adjacent substrate or panel on either side of the substrate.

Abstract: A material independent mass flow sensor is used to generate signals that can be used to calculate mass flow of grain harvested by a combine. A method for determining a mass of material includes the steps of receiving data from a three-measurement transducer and determining an angular center of mass location of an object based on the data from the three-measurement transducer. A coefficient of friction of the object is determined. A velocity of the object is determined. A mass of the object is determined. The mass of the object can be determined based on the angular center of mass location of the object, the coefficient of friction of the object, and the velocity of the object.

Abstract: Systems, methods, and apparatuses for providing dynamic, prioritized spectrum utilization management. The system includes at least one monitoring sensor, at least one data analysis engine, at least one application, a semantic engine, a programmable rules and policy editor, a tip and cue server, and/or a control panel. The tip and cue server is operable utilize the environmental awareness from the data processed by the at least one data analysis engine in combination with additional information to create actionable data.

Abstract: A motion-enable device includes a mechanical switch and a capacitive sensor with a sensing region that is located adjacent to the mechanical switch. The mechanical switch enables a first signal when closed or actuated that indicates that the mechanical switch is in an active state. The capacitive sensor enables a second signal when a conductive object is disposed in the sensing region, where the second signal indicates that the capacitive sensor is in an active state. Enablement of operation of an apparatus depends on receipt of both the first signal and the second signal. The mechanical switch and the capacitive sensor act as the two separate switches required by functional safety requirements for a motion enable device. Because the sensing region of the capacitive sensor is adjacent to the mechanical switch, the first and second signals are generated when an operator actuates the mechanical switch with a single digit.

Abstract: A detection device is equipped with a system to deliver pressurized fluid or compressed air or both to a lens or other optical surface to prevent or mitigate damage caused by the impact of debris. The detection device uses its own image detection function to track the trajectory of an object that might strike and impact the detection device. The detection device activates a burst of pressurized fluid or compressed air or both to shield or mitigate damage from impact. The detection device includes a housing, at least one surface mounted to the housing, and a spray device mounted to the housing. A medium, such as a liquid, gas, or compressed air, is selectively sprayed by the spray device. The spray device is activated to spray the medium when an object is approaching the surface, such that the trajectory of the object is altered when the object contacts the medium.

Abstract: A sensor cleaning system, having a pump, a tank containing a fluid, the tank in fluid communication with the pump, a nozzle, at least one valve in fluid communication with the pump and the nozzle, and a sensor unit which controls the pump. During a first mode of operation, the valve is placed in a first configuration, and the pump transfers fluid from the tank, through the sensor unit, and back to the tank. During a second mode of operation, the valve is placed in a second configuration, and the pump transfers fluid from the tank, through the sensor unit, to the nozzle. During both modes of operation, heat is transferred from the sensor unit to the fluid as the fluid passes through the sensor unit, increasing the temperature of the fluid. The heated fluid sprayed from the nozzle is used to clean a detection component, such as a sensor.