Abstract: A computer-implemented method of processing audio data, the method comprising receiving input audio data (x) comprising a time-series of amplitude values; transforming the input audio data (x) into an input frequency band decomposition (X1) of the input audio data (x); transforming the input frequency band decomposition (X1) into a first latent representation (Z); processing the first latent representation (Z) by a first deep neural network to obtain a second latent representation (Z{circumflex over (?)}, Z1{circumflex over (?)}); transforming the second latent representation (Z{circumflex over (?)}, Z1{circumflex over (?)}) to obtain a discrete approximation (X3{circumflex over (?)}); element-wise multiplying the discrete approximation (X3{circumflex over (?)}) and a residual feature map (R, X5{circumflex over (?)}) to obtain a modified feature map, wherein the residual feature map (R, X5{circumflex over (?)}) is derived from the input frequency band decomposition (X1); processing a pre-shaped frequency band

Abstract: A method is provided for determining a power production capacity of at least one wind turbine connected to a power grid. The method includes receiving, e.g. from a power grid control center, a power production forecast for the at least one wind turbine, and then monitoring an actual grid frequency of the power grid. Based on the actual grid frequency and a nominal grid frequency, a frequency support power reserve is determined.

Abstract: In an example, a method includes depositing an organic polymer layer on one or more material layers. The method also includes thermally curing the organic polymer layer. The method includes depositing a hard mask on the organic polymer layer and depositing a photoresist layer on the hard mask. The method also includes patterning the photoresist layer to expose at least a portion of the hard mask. The method includes etching the exposed portion of the hard mask to expose at least a portion of the organic polymer layer. The method also includes etching the exposed portion of the organic polymer layer to expose at least a portion of the one or more material layers.

Abstract: An automatic drilling equipment for drilling notches in a plurality of trays includes a drilling tool and a tray base to hold and move a plurality of trays on the tray base with respect to the drilling tool. The drilling tool is operable to drill the plurality of trays to simultaneously open a notch at the same position in each tray of the plurality of trays.

Abstract: Methods for joining components, and apparatuses comprising components to be joined, are described. An apparatus in accordance with an aspect of the present disclosure comprises a first component comprising a first feature having a first surface profile, and an additively-manufactured second component comprising a second feature having a second surface profile, wherein the second surface profile is generated at least in part from the first surface profile of the first interface, such that the first surface profile is configured to mate with the second surface profile.

Abstract: A converter module is provided with a first power delivery circuit, a second power delivery circuit, and a controller. The first power delivery circuit supplies current from a first direct current (DC) source to a resonant stage in a first direction. The first power delivery circuit comprises at least two first switches. The second power delivery circuit supplies the current from the first DC source to the resonant stage in a second direction, opposite the first direction. The controller includes memory, and a processor that is programmed to: enable the first power delivery circuit and the second power delivery circuit alternately to provide power as a periodic waveform to the resonant stage; and disable the at least two first switches individually in a sequence to generate a phase shift in the periodic waveform and to disable the first power delivery circuit.

Abstract: Embodiments are disclosed for determining an answer to a query associated with a graphical representation of data. In particular, in one or more embodiments, the disclosed systems and methods comprise receiving an input including an unprocessed audio sequence and a request to perform an audio signal processing effect on the unprocessed audio sequence. The one or more embodiments further include analyzing, by a deep encoder, the unprocessed audio sequence to determine parameters for processing the unprocessed audio sequence. The one or more embodiments further include sending the unprocessed audio sequence and the parameters to one or more audio signal processing effects plugins to perform the requested audio signal processing effect using the parameters and outputting a processed audio sequence after processing of the unprocessed audio sequence using the parameters of the one or more audio signal processing effects plugins.

Abstract: There is provided a pick-and-place system for transferring and installing a contoured composite structure onto a mandrel, in a composite manufacturing system. The pick-and-place system includes a tray station having a tray assembly to hold the contoured composite structure, prior to transfer and installation onto the mandrel. The pick-and-place system further includes an installation station having the mandrel and a pick-and-place assembly. The mandrel is designed to receive the contoured composite structure, and designed to move along a moving manufacturing line, via a conveyor assembly. The pick-and-place assembly includes a gantry assembly, a main beam suspended from the gantry assembly, the main beam having a plurality of end effector assemblies and a plurality of indexing assemblies, a vacuum system coupled to the main beam, a load balancer assembly coupling the main beam to the gantry assembly, and a control system coupled to the pick-and-place assembly, to operably control the pick-and-place-assembly.

Abstract: An on-board battery charger (OBC) includes (i) rail circuits having respective rail controllers and (ii) a main controller. The rail controllers sample voltages supplied to their rail circuits and transmit a fault signal to the main controller upon a comparison between a sampled voltage and a threshold being affirmative of an improper voltage condition (overvoltage or undervoltage) of the sampled voltage. The main controller controls all of the rail controllers to stop operation of all of the rail circuits in response to receiving the fault signal from any of the rail controllers. In a variation, the main controller samples the voltages supplied to the rail circuits and stops operation of all of the rail circuits upon a comparison between a sampled voltage and the threshold being affirmative.

Abstract: There is provided a forming system for forming a contoured composite structure having a complex curved configuration. The forming system includes a receiving station having a receiving assembly to receive a composite charge to be formed. The forming system includes a forming station having a forming assembly. The forming assembly includes a gantry assembly, an upper die assembly movably coupled to the gantry assembly, a lower die assembly coupled to a floor support beam positioned between the gantry assembly, and one or more pick-and-place devices movably coupled to the gantry assembly. The upper die assembly is separate from, and independently movable with respect to, the lower die assembly. The pick-and-place device(s) are designed to move the composite charge, and the contoured composite structure. The forming system includes a tray station having a tray assembly designed to receive the contoured composite structure from the forming station.

Abstract: Supplement for use in animal feed, which consists of a composition intended for animal feed that allows the digestibility of dietary fat to be improved and same to be used at the metabolic level without overloading the hepatic system, comprising a combination of 0.5-5.5% by weight botanicals, 3.0-18.0% by weight vitamins and provitamins, 12.0-25.0% by weight lecithins, 3.0-10.0% by weight sorbitan esters, and 45.0-65.0% antioxidant and adsorbent excipient.

Abstract: The present invention relates to an apparatus for the detection of optical emission from individual members of a sample of micro-organisms where the flow is focused in a specific region, comprising an optical device including a light source configured to emit light in a first direction to individual members of the sample and a detection device configured to detect in a field of view optical emission from the individual members emitted in a second direction opposite to the first direction and excited by the light emitted by the light source and a fluid device including a storage reservoir configured to store the sample of micro-organisms, a pumping device, in particular, a circulation pump capable of producing different pulsed pressures to affect the flow configured to circulate the sample of micro organisms in the storage reservoir and wherein a capillary channel is arranged in the storage reservoir configured to allow a flow of individual members of the sample such that one individual member only is present

Abstract: The present invention provides compounds of the Formula or a pharmaceutically acceptable salt thereof, and compounds processes for preparing the compounds and their salts, and a pharmaceutical composition.

Abstract: A system for collecting a biological sample from a passenger cabin includes a collector for collecting particulate samples positioned within at least one of a passenger cabin or a cabin air outflow flow path. A method for collecting particulates from cabin air includes capturing particulates in at least one of a passenger cabin or a cabin air outflow flow path with a collector for a period of time. The method includes removing the collector from at least one of the passenger cabin or air outflow flow path for testing. The method includes placing a clean collector into at least one of the passenger cabin or a cabin air outflow flow path for use during another period of time.

Abstract: A system for monitoring aircraft air including a vessel having an inlet, a conical main body for extracting particles from the air coating an inner surface on the conical main body, and an outlet, wherein the outlet is to be positioned within at least one of an outlet flow path or a recirculation flow path of an aircraft, and at least one of an outflow valve positioned in the outlet flow path downstream from the collector or a HEPA filter positioned in the recirculation flow path downstream from the collector.

Abstract: A method for collecting and testing particulates from aircraft air is disclosed. The method includes capturing particulates in at least one of an outlet flow path or a recirculation flow path with a collector over a period of time, removing the collector from at least one of the outlet flow path or the recirculation flow path for testing, concentrating the collected sample, conducting a test on at least one particulate captured in the collector, relaying a result of the test to a central data center to store the results, and identifying a previously non-described emerging pathogens within the results.

Abstract: A method for collecting an aircraft cabin representative biological sample from an aircraft HEPA (high efficiency particulate air) filter including collecting a used HEPA filter after flight, transferring the HEPA filter to a remote location, processing the HEPA filter in order to remove an air sample, and concentrating the collected sample to be used on a pathogen identifying tester.

Abstract: A modular aircraft galley insert for performing thermal cycling for PCR testing includes a housing having a sample module for receiving a sample to be tested, a thermal module thermally connected to the sample module for cycling temperatures of the sample to be tested, a power module for providing power to the thermal module, a detector module configured to analyze the sample and connected to receive power from the power module, and a connectivity module for communicating results of a test from the detector module to a remote location with respect to the housing.

Abstract: A table includes a frame, a rotatable component, and a rotation mechanism. The frame has a pair of rotation bearings. The rotatable component has a first rotation position and a second rotation position. The rotatable component includes a pair of pivot portions supported by the pair of rotation bearings. The rotatable component further includes a first work surface configured to support preparation of a first wiring harness in the first rotation position. The rotatable component further includes a second work surface configured to support preparation of a second wiring harness in the second rotation position. The rotation mechanism is coupled with the rotatable component and is configured to rotate the rotatable component between at least the first rotation position and the second rotation position.

Abstract: The present invention provides compounds of the Formula wherein L is selected from the group consisting of —CH2NHCH2—, —CH2NH—, —NH—, —S—, —S(O)—, —S(O)2—, —O—, —OCH2—, —OCH2CH2O—, —NHSO2NH—, or a pharmaceutically acceptable salt thereof; a compound of the formula: processes for preparing the compounds and their salts, a pharmaceutical composition, and methods of treating patients in need of such treatment.