Abstract: Devices are automatically paired (e.g., without user involvement) for wireless communication based on proximity. A first device may authorize (e.g., wired or wireless) bridge device(s) to participate in (e.g., initiate) pairing first and second devices. The first or bridge devices engage in wireless proximity communication with second device(s), indicating the second device(s) is(are) physically co-located with the first or bridge devices. Co-location is used to initiate automated pairing of the first and second devices. The second device provides a pairing address to the first device (e.g., through the bridge device). The first device provides a temporary security key for a secure channel between the first and second devices (e.g., through the bridge device). A non-temporary security key is provided by the first device to the second device (e.g., through the bridge device) over the secure channel. The first and second devices complete automated wireless pairing using the non-temporary security key.

Abstract: Systems and methods for managing network resources are disclosed. One method can comprise receiving first information relating to network traffic parameters and receiving second information relating to one or more contextual events having an effect on the network traffic parameters. The first information and the second information and be correlated. And one or more network resources can be allocated based on the correlation of the first information and the second information.

Abstract: A method for speech conversion includes receiving, as input to an encoder of a speech conversion model, an input spectrogram corresponding to an utterance, the encoder including a stack of self-attention blocks. The method further includes generating, as output from the encoder, an encoded spectrogram and receiving, as input to a spectrogram decoder of the speech conversion model, the encoded spectrogram generated as output from the encoder. The method further includes generating, as output from the spectrogram decoder, an output spectrogram corresponding to a synthesized speech representation of the utterance.

Abstract: Voice coil actuators and loudspeakers containing same. The voice coil actuators include moving voice coil assemblies that have multiple segments. Each segment of a moving voice coil assembly is separately controlled by an amplifier, one channel of an amplifier, and combinations thereof utilized in combination with a position sensor that senses the position of the moving voice coil assembly. By this arrangement, the voice coil actuators produce a linear force per unit current throughout the range of motion while obtaining the benefits and advantages associated with both over-hung and under-hung voice coil actuator designs.

Abstract: An aspect includes a method for use with a mobile communications device comprising a plurality of subscriber identification modules sharing a cache. The method includes a first subscriber identification module authenticating with and connecting to the network, followed by a second subscriber identification module authenticating with and connecting to the network. The method also includes, while the first subscriber identification module is requesting and receiving first data from the network and storing the first data in the cache, the second identification module requesting and receiving second data from the network and storing the second data in the cache. The method further includes an application executing on the device retrieving and processing at least a portion of the first and second data stored in the cache, while at least one of the first and second subscriber identification modules is storing additional data received from the network in the cache.

Abstract: Methods and systems for reducing power consumption in a multi-channel passive optical network (PON). A processor in the PON may monitor the channels in the multi-channel PON to detect a currently inactive channel, determine whether the detected channel has been inactive for an extended period of time, and deactivate the detected channel (by deenergizing transmitter(s) and/or receiver(s) associated with the detected channel) in response to determining that the channel has remained inactive for an extended period of time. The processor may re-activate the channel in response to determining that an optical signal has been reliably present on the channel for a sufficient period of time.

Abstract: A diaphragm pressure regulator includes: a body defining a process surface and including: an exhaust port having a discharge opening, and at least one vent void interconnecting the process surface and the exhaust port; and an inlet port, and at least one process void communicating with the process surface and the inlet port; a reference housing including a cavity defining a reference surface and a reference port in fluid communication with the cavity; and a diaphragm disposed between the body and the reference housing, the diaphragm movable between a first position engaged with the vent voids, and a second position wherein the membrane is not engaged with at least one of the vent voids, wherein a dome is defined between the cavity and the reference side of the diaphragm; and wherein the reference housing includes a sump configured to segregate liquid from the reference side of the diaphragm.

Abstract: A decorative wall system is provided that includes a number of panels that can be secured to an underlying wall and to one another in an overlapping configuration to provide a multi-layer, three-dimensional appearance to the wall. In one embodiment of the wall system, the system includes individual panels that include a decorative front surface and a rear surface. The rear surface includes undercuts along each side of the rear surface that can be positioned over the side edges of the front surface of an adjacent wall panel. The panels may each include an adhesive layer including compressible strings therein that assist the adhesive in holding the panel on a surface by forming a vacuum between the panel and the surface to which the panel is attached.

Abstract: A method for use aboard a motor vehicle having a vehicle interior and a vehicle telematics unit (VTU) includes detecting, using an electronic control unit (ECU), an active voice call between the VTU and a remote call center, and processing sensor data via the ECU. The sensor data is indicative of an operator of the vehicle having exited the interior. In response to enabling conditions, the voice call is transferred to a personal mobile device, e.g., a smartphone, external to the interior. The enabling conditions may include receipt by the ECU of a call transfer approval signal. A motor vehicle includes a body and control system attached thereto. The control system includes the VTU, a sensor suite, and the ECU. A computer-readable storage medium includes instructions, the execution of which by a processor of the ECU causes the method to be performed.

Abstract: A pole mounted lantern comprises a lantern housing mounted on a top of a pole. A battery is located in the lantern housing. Light emitting diodes (LEDs) are located inside of the lantern housing and electrically coupled to the battery. A lens is associated with the lantern housing and circumscribes the LEDs. The lens is at least light translucent. A connector is on the top of the lantern housing. An accessory is releasably mounted to the top of the lantern housing. A mating connector of the accessory is releasably engaging the connector of the lantern housing.

Abstract: The present disclosure describes a surgical guide comprising a cutting guide defining a plurality of cutting slots and including at least one removable insert positioned between the plurality of cutting slots. The at least one removable insert defines an aperture which is designed to receive a surgical fastening device. The surgical guide further comprises a template guide which defines a feature. The at least one removable insert is designed to fit in the template guide at least in part using the feature.

Abstract: Embodiments of the present invention provide a passive relay device for farming vehicles and implements, as well as an online farming data exchange, which together enable capturing, processing and sharing farming operation data generated during combined use of the farming vehicle and farming implement at a farming business. The farming operation data includes detailed information about individual farming operations, including without limitation the type of farming operation, the location of the farming operation, the travel path for the farming operation, as well as operating parameters and operating events occurring while the farming operation is performed.

Abstract: A data processing system is operable to determining a query for execution and generate a query operator execution flow for the query that includes a first at least one operator serially before a second at least one operator. The first at least one operator of the query operator execution flow is executed based on generating a request for rows in accordance with an object storage communication protocol indicating filtering parameter data parameter, sending the request to an object storage system, and receiving a response indicating a filtered row set from the object storage system. The second at least one operator of the query operator execution flow is executed based on processing the filtered row set indicated in the response in accordance with the second at least one operator to produce the query resultant.

Abstract: Implementations set forth herein relate to providing a subsidiary application GUI via a client interface. The GUI can be rendered when a user is accessing a first party system via an application that is provided by the first party or a separate entity. The subsidiary application GUI can be rendered in response to the user providing a search query to the first party server-such as a search query that is in furtherance of initializing receiving certain search results. The server can identify, based on the search query, one or more entities that offer primary and/or subsidiary applications, and request subsidiary data for visibly rendering corresponding subsidiary applications for each entity. The subsidiary applications can optionally provide access to application functions that would not otherwise be available at the client without a corresponding application being installed.

Abstract: A computing system for a plurality of classes of audio events is provided, including one or more processors configured to divide a run-time audio signal into a plurality of segments and process each segment of the run-time audio signal in a time domain to generate a normalized time domain representation of each segment. The processor is further configured to feed the normalized time domain representation of each segment to an input layer of a trained neural network. The processor is further configured to generate, by the neural network, a plurality of predicted classification scores and associated probabilities for each class of audio event contained in each segment of the run-time input audio signal. In post-processing, the processor is further configured to generate smoothed predicted classification scores, associated smoothed probabilities, and class window confidence values for each class for each of a plurality of candidate window sizes.

Abstract: Systems/techniques that facilitate deep learning multi-planar reformatting of medical images are provided. In various embodiments, a system can access a three-dimensional medical image. In various aspects, the system can localize, via execution of a machine learning model, a set of landmarks depicted in the three-dimensional medical image, a set of principal anatomical planes depicted in the three-dimensional medical image, and a set of organs depicted in the three-dimensional medical image. In various instances, the system can determine an anatomical orientation exhibited by the three-dimensional medical image, based on the set of landmarks, the set of principal anatomical planes, or the set of organs. In various cases, the system can rotate the three-dimensional medical image, such that the anatomical orientation now matches a predetermined anatomical orientation.

Abstract: A load control system may include control devices configured to communicate via a network. The network may include router devices for enabling communication of messages throughout the network. Networks may enter a router optimization mode to optimize the locations of the router devices in the network. During a router optimization mode, the control devices that are communicating over the network may transmit optimization messages. In order to generate optimized network data for optimizing the network and the roles of devices on the network, potential connections may be analyzed between devices and roles of the router devices in the network may be established based on the potential connections between devices.

Abstract: Aspects of the subject disclosure may include, for example, obtaining data regarding interference detected in a received communication signal, and performing polarization adjusting for one or more orthogonally-polarized element pairs of an antenna system such that an impact of the interference on the antenna system is minimized. Other embodiments are disclosed.

Abstract: A plurality of different types of resource access events are identified. For example, a resource access event may be an administration event where a user is given certain access rights to view/modify a resource, such as, a database record. A plurality of blocks are generated, where each block is associated with an individual one of the plurality of different types of resource access events. The plurality of blocks are added to a first resource access blockchain. The blockchain can be used to track the various types of resource access events.

Abstract: One embodiment includes retrieving firewall flow log data that indicates whether a flow was allowed or denied, an identifier of a rule that allowed or denied the flow, a source port, a protocol, a destination port, a source IP or FQDN, and a destination IP or FQDN. The method continues with processing the firewall flow log data, such as by identifying and counting occurrences of unique flows and counting flows allowed or denied by each rule. The method further includes generating a recommendation of at least one of limiting an existing rule, deleting an existing rule, and modifying rule application precedence. The recommendation may be generated based on at least one of the occurrences of unique flows and counted flows allowed or denied by each rule of a rule base. This method also includes providing the recommendation within a user interface as a selectable option for implementation.