Abstract: A method includes receiving an input audio signal that corresponds to utterances spoken by multiple speakers. The method also includes processing the input audio to generate a transcription of the utterances and a sequence of speaker turn tokens each indicating a location of a respective speaker turn. The method also includes segmenting the input audio signal into a plurality of speaker segments based on the sequence of speaker tokens. The method also includes extracting a speaker-discriminative embedding from each speaker segment and performing spectral clustering on the speaker-discriminative embeddings to cluster the plurality of speaker segments into k classes. The method also includes assigning a respective speaker label to each speaker segment clustered into the respective class that is different than the respective speaker label assigned to the speaker segments clustered into each other class of the k classes.

Abstract: A fastener for an image display assembly comprising a polygonal planar body having a ventral surface with at least one fastening member extending from the ventral surface. The fastening member comprises a fastening member body and at least one cantilever tab extending from the fastening member body. Each cantilever tab comprises a fastener retainer facing the ventral surface. Also provided is an image display assembly comprising retaining features; an assembled image display comprising said image display assembly and said fastener; a kit comprising said image display assembly and said fastener; a method of creating an image display; and use of said image display assembly and said fastener to create an image display.

Abstract: Various aspects of this patent document relate to bioactive compositions comprising anions that are converted into hydrophobic bioactive molecules either ex vivo prior to administration to a subject or in situ subsequent to administration to a subject. Such compositions display improved bioavailability and pharmacokinetics relative to compositions that comprise the hydrophobic bioactive molecules instead of the anions.

Abstract: A UV emission interface cell including a sensor arranged to detect an object along an axis extending from the sensor, at least one UV light emitter arranged to emit UV light toward the object, and an activator circuit arranged to activate the at least one UV light emitter in response to the sensor detecting that the object is aligned along the axis extending from the sensor.

Abstract: Disclosed is a support clip that may be affixed to a variety of surfaces and objects and able to support a decoration. The support clip generally comprises two coiled ends connected by an arcuate body portion, with a support hook extending from the body portion. The coiled ends may include textured surfaces such as a plurality of ridges to improve grip and prevent the support clip from decoupling when the weight of a decoration is added. A variety of types, quantities, and orientations of support hooks are used in different embodiments of the support clip to enable a user to hang multiple or different types of decorations. The support clip is configured such that the flexural rigidity of any appropriate material causes the structure to couple in a vise-like manner to a variety of surfaces, for example the mantel of a fireplace, without additional fasteners.

Abstract: The present disclosure generally relates to oral care systems and devices. An oral care system includes a container defining an interior portion and a moveable funnel configured to slide in the interior portion of the container. The moveable funnel includes a funnel portion having a base connected to a tube. The system further includes a toothbrush supported by the tube, the toothbrush having a handle extending out from the container.

Abstract: Systems and methods for presenting an augmented reality view are disclosed. Embodiments include a system with a database for personalizing an augmented reality view of a physical environment using at least one of a location of a physical environment or a location of a user. The system may further include a hardware device in communication with the database, the hardware device including a renderer configured to render the augmented reality view for display and a controller configured to determine a scope of the augmented reality view authenticating the augmented reality view. The hardware device may include a processor configured to receive the augmented reality view of the physical environment, and present, via a display, augmented reality content to the user while the user is present in the physical environment, based on the determined scope of the augmented reality view.

Abstract: The disclosure is generally directed to an advanced driver assistance system (ADAS) enhancement system. In an example method of operation, a processor of the ADAS enhancement system obtains information about a laden weight of a vehicle, identifies a setting associated with an operation of an ADAS of the vehicle (a braking operation, a cruising speed control operation, a lane maintaining operation, etc.) and modifies the first setting based on the laden weight of the vehicle. For example, the ADAS enhancement system may increase a first braking distance set by the ADAS to a second braking distance system based on the laden weight of the vehicle. As another example, the ADAS enhancement system may change a first level of responsiveness to an action performed by the driver of the vehicle to a second level of responsiveness in proportion to the weight of a cargo item in the vehicle.

Abstract: A capsule for a heat-not-burn (HNB) aerosol-generating device may include a first heater, a second heater, and a frame sandwiched between the first heater and the second heater, and a cannabinoid-containing material. The frame may define open spaces therein and have a rigidity that is adequate to support the first heater and the second heater. The open spaces within the frame may be interconnected and sized for aerosol-permeability and capillary action.

Abstract: A system and method for redundant electric power for an electric aircraft is provided. The system includes a plurality of battery packs which includes at least a first pack monitor unit and at least a second pack monitor unit configured to detect a first battery pack datum and a second battery pack datum, and transmit the pair of battery pack datum to a controller. Each battery pack. The system further includes a contactor coupled to the electric aircraft, a plurality of loads communicatively coupled to each battery pack of the plurality of battery packs, and a controller, wherein the controller is designed and configured to receive the first battery pack and the second battery pack datum, compare the first battery pack datum to the second battery pack datum as a function of a differential threshold, and generate an alert datum as a function of the comparison.

Abstract: A surge irrigation system with one or more valve location units configured for location at a flood irrigation valve assembly. Each valve location unit has an elongate linkage with a rod configured to rotatably open and close a flood irrigation valve assembly with a powered actuator. A control unit is connected to the powered actuator and configured to wirelessly receive instructions to operate the powered actuator. Various embodiments also implement a base station to relay information and/or instructions between valve location units and a user. A user may control the system through, for example, a mobile device interface. Embodiments of the invention may also include moisture sensors configured to provide feedback to the system. A method of using the surge irrigation system is also disclosed.

Abstract: A control device may be configured to control one or more electrical loads in a load control system. The control device may be a wall-mounted device such as dimmer switch, a remote control device, or a retrofit remote control device. The control device may include a gesture-based user interface for applying advanced control over the one or more electrical loads. The types of control may include absolute and relative control, intensity and color control, preset, zone, or operational mode selection, etc. Feedback may be provided on the control device regarding a status of the one or more electrical loads or the control device.

Abstract: A system and method for landing an electric aircraft is provided. The system includes a controller, wherein the controller is communicatively connected to the sensor, wherein the controller is configured to, receive a plurality of measured flight data, determine a descent confirmation as a function of the plurality of measured flight data, generate a descent instruction set as a function of the descent confirmation and the plurality of measured flight data, wherein generating the descent instruction set further includes generating a transition instruction set, and transmit the descent instruction set to a plurality of flight components, wherein each flight component of the plurality of flight components are coupled to the electric aircraft.

Abstract: Provided for is a waffle maker comprising a top plate bound by a top body and a bottom plate bound by a bottom body, a cavity bound by the top plate and the bottom plate, the cavity configured to accept a batter, and a reservoir bound by a top plate reservoir trench and a bottom plate reservoir trench. The waffle maker may further comprise a sliding crescent gate bound by a top plate inner rim and a bottom plate inner rim, where the top plate inner rim is configured to rise as the batter expands.

Abstract: A method for training and using a machine-learning based model to reduce and troubleshoot incidents in a system may include receiving first metadata regarding a previous modification, extracting a first feature from the received first metadata, receiving second metadata regarding a previous incident, extracting a second feature from the received second metadata, training the machine-learning based model to learn an association between the previous modification and the previous incident, based on the extracted first feature and the extracted second feature, and using the machine-learning based model to determine a modification to a system causing a change in a performance of the system.

Abstract: A summing unit within telecommunications system includes: port to receive digital data stream from another device; and summer function. Digital data stream includes first and second digital data derived from first and second base station. First and second digital data comprises first and second digital values associated with respective time periods. Summing unit extracts first digital data from digital data stream. Summer function digitally sums first digital data with third digital data derived from third base station to generate summed digital data for conversion to radio frequency signals and transmission at antenna. Third digital data comprises third series of third digital values associated with respective time periods. Summer function digitally sums first digital data with third digital data by digitally summing (i) first digital value associated with respective time period and (ii) third digital value associated with respective time period to produce summed value for respective time period.

Abstract: This invention is directed to immunogenic composition, conjugates, virus-like particles (VLP) compositions, vaccines and methods directed to the treatment and/or prevent of infection by Human Papillomavirus.

Abstract: The present invention describes a bio-based process to produce high quality protein concentrate (HQPC) by converting plant derived celluloses into bioavailable protein via aerobic incubation, including the use of such HQPC so produced as a nutrient, including use as a fish meal replacement in aquaculture diets.

Abstract: Systems and methods for managing brain injury or brain malfunction involve receiving symptoms, assessments, social determinants of health, and substrates for evaluation, correlating that data to identify triggers, boosts, and changes in the patient, and notifying the patient or her caregiver of those triggers, boosts, and changes, in some cases via a dashboard display. Triggers cause changes for the worse for the patient, while boosts cause changes for the better. Certain instances marshal enormous amounts of evidence never correlated before in the recovery from trauma to the brain.

Abstract: A vehicle includes a passenger compartment having a roof structure having a front header, a pair of side headers and a rear header. A headliner is disposed beneath the roof structure. At least one inflatable bladder is disposed along at least one of the front header, the pair of side headers and the rear header. The at least one inflatable bladder is connected to an inflator. A rib structure is disposed adjacent to the at least one inflatable bladder. The inflatable bladder inflates to a maximum height of 12 cm below the at least one of the front header, the pair of side headers and the rear header.