Abstract: Improvements in speech recognition in a new domain are provided via the student/teacher training of models for different speech domains. A student model for a new domain is created based on the teacher model trained in an existing domain. The student model is trained in parallel to the operation of the teacher model, with inputs in the new and existing domains respectfully, to develop a neural network that is adapted to recognize speech in the new domain. The data in the new domain may exclude transcription labels but rather are parallelized with the data analyzed in the existing domain analyzed by the teacher model. The outputs from the teacher model are compared with the outputs of the student model and the differences are used to adjust the parameters of the student model to better recognize speech in the second domain.

Abstract: A hybrid coupler (20) for dividing an input electrical signal to produce first and second output electrical signals which are substantially out of phase, the hybrid coupler including: a first port comprising an input port (12) for receiving the input electrical signal; an input line (14) for coupling the input electrical signal to a slotline (18); and an output line (24) for coupling the first and second output electrical signals to, respectively, second and third ports comprising, respectively, a first output port (26) and a second output port (28), the output line (24) having a junction with the slotline (18); wherein the slotline (18) couples the input electrical signal to the junction, and the junction acts as a divider to produce the first and second electrical signals; wherein the hybrid coupler further comprises: an input section including said input line (14) and an output section including said output line (24), and wherein the slotline (18) is terminated at the output section by an output open ci

Abstract: A system and method for providing movement indications associated with a first audio information. The system includes an audio input, a storage media, a wearable device, and a processor. The audio input is for receiving the first audio information. The storage media is for storing a plurality of audio informations and a plurality of associated movement patterns. The processor is for matching the first audio information to one of the plurality of audio informations and for returning both a first movement pattern and a first timing information associated with the first audio information. The wearable device has a movement sensor for generating a set of movement measurement that is used for generating a set of movement indications including, at least, a corrective movement indication corresponding to a difference between a movement measurement and the first movement pattern. The wearable can also have a movement indicator for transmitting the set of movement indications.

Abstract: A pool cover anchor system, for use on deck boards surrounding the pool, includes first and second anchor parts. The first anchor part includes: a first portion having an opening; a second portion that extends away from the first portion; and an anchor member that extends away from the first portion for a hook of the pool cover to be mounted thereto. The second anchor part includes: a first portion pivotally received in the opening in the first anchor part; and a second portion that extends away from the first portion of the second anchor part. The opening in the first anchor part is positioned a distance away from the second portion of the first anchor part for each of the second portion of the first anchor part and the second, portion of the second anchor part to respectively bear against two different deck boards simultaneously, and distribute loads therebetween.

Abstract: A cluster of nodes, comprising: a plurality of nodes, each having a security policy, and being associated task processing resources; a registration agent configured to register a node and issue a node certificate to the respective node; a communication network configured to communicate certificates to authorize access to computing resources, in accordance with the respective security policy; and a processor configured to automatically dynamically partition the plurality of nodes into subnets, based on at least a distance function of at least one node characteristic, each subnet designating a communication node for communicating control information and task data with other communication nodes, and to communicate control information between each node within the subnet and the communication node of the other subnets.

Abstract: Described herein is a food holder including a multiple-panel, tapered sleeve that may include a forward panel, a rear panel, two front-side panels and two back-side panels that for an irregular shape. The multiple-panel sleeve includes a multiple-panel bottom member connected to the bottom edges of the forward and rear panels. The bottom member includes a foldline that allows the bottom member to project upwards into a space defined by the panels when the space between the forward and rear panels is reduced. The food holder includes a tear-away portion defined by a line of perforations which may be removed by a consumer to allow access to lower portions of the food product. The irregular, tapered shape and proportionality of the bottom member promote the structural integrity of the food holder.

Abstract: Methods and systems for verifying the identity and trustworthiness of a user of an online system are disclosed. In one embodiment, the method comprises receiving online and offline identity information for a user and comparing them to a user profile information provided by the user. Furthermore, the user's online activity in a third party online system and the user's offline activity are received. Based on the online activity and the offline activity a trustworthiness score may be calculated.

Abstract: A roofing shingle having a fire-retardant material added to the shingle in specific locations is provided. In one aspect a roofing system with two or more asphalt-coated substrates and a sealant material provided between the substrates is provided. The sealant material adheres an overlying and underlying shingle together and can contain a fire-retardant material. In a second aspect of the present invention, a multi-layer laminated shingle is provided with an adhesive material between one or more asphalt-coated substrates which adheres the asphalt-coated substrates together and can contain a fire-retardant material.

Abstract: A cluster of nodes, comprising: a plurality of nodes, each having a security policy, and being associated task processing resources; a registration agent configured to register a node and issue a node certificate to the respective node; a communication network configured to communicate certificates to authorize access to computing resources, in accordance with the respective security policy; and a processor configured to automatically dynamically partition the plurality of nodes into subnets, based on at least a distance function of at least one node characteristic, each subnet designating a communication node for communicating control information and task data with other communication nodes, and to communicate control information between each node within the subnet and the communication node of the other subnets.

Abstract: A method and apparatus for increasing dewatering efficiency of a solids-laden liquid stream in a wastewater treatment facility, whereby a liquids-solids stream is pumped into a mixing apparatus in a closed-channel liquid flow conduit configuration, where the liquids-solids stream is intensely mixed with air and polymer in a mixing zone created by an adjustable flow restriction device, performing similar to a venturi to increase the velocity, agitation, and turbulence of the liquids-solids stream internal to the mixer, where the introduction of air and polymer to the stream is introduced independent of mixing energy. Compared with current methods and apparatuses to mix polymer with solids-laden wastewater, the present method and apparatus requires less energy, where it enables the addition of air independent of mixing energy, and it creates a zone of mixing with greater mixing efficiency via increased turbulence.

Abstract: A vehicle controller is programmed to, in response to a command to perform a diagnostic test, operate an engine under one or more lean conditions and/or operate the engine under one or more rich conditions to determine if a catalytic converter, a pre-catalyst oxygen sensor, and a post-catalyst oxygen sensor within the exhaust system of the engine are functioning properly.

Abstract: An active suspension system is configured in a strut arrangement. The active suspension system comprises a hydraulic actuator and a hydraulic pump/electric motor assembly, wherein the actuator movement is preferably in lockstep with the hydraulic motor-pump and electric motor-generator combination. Torque in the electric motor is instantaneously controlled by a controller to create an immediate force change on the hydraulic actuator. The hydraulic actuator is configured so that it can be used as a strut whereby the actuator has sufficient structural rigidity to carry the applied suspension loads while capable of supplying damper forces in at least three quadrants of the force velocity graph of the suspension actuator operation. Embodiments disclosed include low cost active suspension systems for a MacPherson strut application.

Abstract: A vehicle controller is programmed to, in response to a command to perform a diagnostic test, operate an engine under one or more lean conditions and/or operate the engine under one or more rich conditions to determine if a catalytic converter, a pre-catalyst oxygen sensor, and a post-catalyst oxygen sensor within the exhaust system of the engine are functioning properly.

Abstract: Mechanisms for controlling sample rate and frequency shift of a digital signal in a multi-operator network. A method is performed by a network node. The method includes obtaining a frequency difference and a phase difference between two clock domains. One of the clock domains is associated with a radio access network of a network operator of the multi-operator network and the other of the clock domains is associated with a distributed antenna system in the multi-operator network. The method includes controlling sample rate conversion of the digital signal between the two clock domains using the phase difference. The digital signal is communicated between the radio access network and the distributed antenna system. The method includes controlling a frequency shift of the digital signal using the frequency difference.

Abstract: A digital distributed antenna system (“DAS”) configured to route at least one reference signal received by at least one digital master unit to at least one digital remote unit. The DAS has at least one processing unit configured to cause the DAS to measure a strength of a received reference signal, determine a required strength that the received reference signal should have upon being transmitted to a wireless communication device located in a coverage area served by the at least one digital remote unit, and adjust a gain of a routing path of the DAS via which the received reference signal is to be routed to an antenna port of the at least one digital remote unit such that the strength of the received reference signal attains the required strength when being transmitted from said at least one digital remote unit.

Abstract: A method of transporting digital data in an active distributed antenna system DAS. The method includes receiving data from at least one data source, processing the received data, and providing the processed data as digital real-valued passband data for further transport within the DAS. An apparatus and computer program configured to perform the method are also provided.

Abstract: Apparatus for enabling remote control of one or more devices, the apparatus comprising: a controller configured to: receive position data for a sensed position of an operator within a first volume; control a display located in a second volume, different to the first volume, to display a representation of at least a portion of the operator within a representation of at least a portion of the first volume, using the received position data; receive user input data from a user input device located in the second volume; and control a first device located at the first volume, using the received user input data to perform a first action.

Abstract: A method performed by a digital Distributed Antenna System (“DAS”) for routing aggregated carriers received by at least one digital master unit of the DAS to at least one digital remote unit of the DAS. The method includes identifying the received aggregated carriers to be transmitted to a wireless communication device located in a coverage area served by the at least one digital remote unit, and routing the identified aggregated carriers through the DAS such that the carriers are transported to said at least one digital remote unit for transmission to the wireless communication device.

Abstract: A digital distributed antenna system (“DAS”) configured to route at least one reference signal received by at least one digital master unit to at least one digital remote unit. The DAS has at least one processing unit configured to cause the DAS to measure a strength of a received reference signal, determine a required strength that the received reference signal should have upon being transmitted to a wireless communication device located in a coverage area served by the at least one digital remote unit, and adjust a gain of a routing path of the DAS via which the received reference signal is to be routed to an antenna port of the at least one digital remote unit such that the strength of the received reference signal attains the required strength when being transmitted from said at least one digital remote unit.

Abstract: A sensor probe having a first sensing element and a second sensing element. The first sensing element generates current changes in response to changes in a relative amount of a target element present in reference air versus a first exhaust gas chamber of the sensor probe. A second sensing element generates current changes in response to changes in a relative amount of the target element present in the first exhaust gas chamber and either a second exhaust gas chamber of the sensor probe or reference air.