mhurhangee/patent-ind-claim-en huggingface dataset:
A speaker recognition device comprising: a memory device storing speech samples including, dual sets of speech samples attributed to the same speaker, a cohort set of speech samples not attributed to the same speaker as the dual sets, and a set of speaker models; and a processor-based device configured to model a deep neural network with a triplet network architecture using a loss function, wherein the processor-based device trains the deep neural network according to a batch process in which the dual sets of speech samples are fed through the deep neural network in combination with the cohort set of speech samples, wherein the loss function is computed based on minimizing a distance between a first network output responsive to one of the first set of the dual speech samples and a second network output responsive to the corresponding one of the second set of dual speech samples, and maximizing a distance between the first network output responsive to the one of the first set of speech samples and a most similar one of third network outputs responsive to respective speech samples of the cohort set; and wherein the processor-based device feeds a recognition speech sample through the trained deep neural network, and verifies or identifies a user based on an output of the trained deep neural network responsive to the recognition speech sample and at least one of the speaker models. a memory device storing speech samples including, dual sets of speech samples attributed to the same speaker, a cohort set of speech samples not attributed to the same speaker as the dual sets, and a set of speaker models; and dual sets of speech samples attributed to the same speaker, a cohort set of speech samples not attributed to the same speaker as the dual sets, and a set of speaker models; and a processor-based device configured to model a deep neural network with a triplet network architecture using a loss function, wherein the processor-based device trains the deep neural network according to a batch process in which the dual sets of speech samples are fed through the deep neural network in combination with the cohort set of speech samples, wherein the loss function is computed based on minimizing a distance between a first network output responsive to one of the first set of the dual speech samples and a second network output responsive to the corresponding one of the second set of dual speech samples, and maximizing a distance between the first network output responsive to the one of the first set of speech samples and a most similar one of third network outputs responsive to respective speech samples of the cohort set; and wherein the processor-based device feeds a recognition speech sample through the trained deep neural network, and verifies or identifies a user based on an output of the trained deep neural network responsive to the recognition speech sample and at least one of the speaker models.
A method of identifying a patient at risk for suffering an opioid-related adverse effect, wherein the method comprises analysing a sample obtained from the patient for presence or absence of at least one polymorphism associated with opioid-related adverse effects, wherein the presence or absence of the at least one polymorphism indicates that the patient has an elevated risk for suffering an opioid-related adverse effect wherein the at least one polymorphism is ABCB1 rs1045642 and the presence of the TT genotype at ABCB1 rs1045642 indicates that the patient has an increased risk of opioid induced respiratory depression, and wherein the method further comprises evaluating the subject for the non-genetic risk factor of race, and identifying the patient is at higher risk for opioid induced respiratory depression where the TT genotype is present and race is Caucasian, or identifying the patient is at higher risk for inadequate pain control where race is African American. wherein the at least one polymorphism is ABCB1 rs1045642 and the presence of the TT genotype at ABCB1 rs1045642 indicates that the patient has an increased risk of opioid induced respiratory depression, and wherein the method further comprises evaluating the subject for the non-genetic risk factor of race, and identifying the patient is at higher risk for opioid induced respiratory depression where the TT genotype is present and race is Caucasian, or identifying the patient is at higher risk for inadequate pain control where race is African American.
Device for the homogeneous, contactless cooling of hot, primarily non-endless surfaces, wherein the device for cooling includes at least one cooling lance or one cooling cylinder, wherein the cooling lance or the cooling cylinder is of a hollow design and has a cooling lance nozzle edge or a multitude of cooling cylinders arranged in a row, wherein at least one nozzle is provided in the nozzle edge , which is directed at an object to be cooled, wherein at least seven cooling lances are arranged in such a way that the flow pattern on the surface to be cooled forms a honeycomb-like structure, characterised in that a movement device is provided, with which the cooling lance or lances can be moved with a cooling lance frame and a fluid supply box to vibrate or oscillate above a body to be cooled, or with which the body to be cooled can be moved to vibrate or oscillate relative to the cooling lances , wherein the cooling lance and/or the cooling cylinder or the device for cooling includes means with which the device is designed to vibrate or oscillate around the X, Y or Z axis, or the device has movement means with which an object to be cooled can be moved to vibrate or oscillate relative to the cooling lances or the device for cooling around the X, Y or Z axis.
A weaving control method for performing welding along a predetermined weld line while swinging a welding torch by a weaving operation in fillet welding of two materials to be welded, wherein: when the weaving operation is performed, viewed on a surface perpendicular to a welding direction (X), a position of the welding torch is set such that a weaving reference line (L3) which is a center line of the welding torch at an initial position of the weaving operation passes through a base point (B) on a weld line, and at least five fixed end points a, b, c, d, e are set, positions of the fixed end points are set such that one or more of the fixed end points are provided on each of both sides across the weaving reference line (L3) and a reference end point a being on the weaving reference line (L3) and having the shortest distance between a contact tip of the welding torch and a base metal is provided; and the weaving operation is performed such that the welding torch moves between the fixed end points a, b, c, d, e along with a trajectory forming a polygon when viewed from the welding direction (X). when the weaving operation is performed, viewed on a surface perpendicular to a welding direction (X), a position of the welding torch is set such that a weaving reference line (L3) which is a center line of the welding torch at an initial position of the weaving operation passes through a base point (B) on a weld line, and at least five fixed end points a, b, c, d, e are set, positions of the fixed end points are set such that one or more of the fixed end points are provided on each of both sides across the weaving reference line (L3) and a reference end point a being on the weaving reference line (L3) and having the shortest distance between a contact tip of the welding torch and a base metal is provided; and the weaving operation is performed such that the welding torch moves between the fixed end points a, b, c, d, e along with a trajectory forming a polygon when viewed from the welding direction (X).
Smoke detector for closed rooms, comprising a housing which can be attached to the ceiling or a wall of the room and in which a separate smoke chamber with smoke inlet openings is subdivided, in which a measuring electronics is arranged, which generates an evaluable measurement signal when smoke particles are detected, characterized in that at least one ultrasonic transceiver is arranged on its side facing away from the ceiling or wall so that it emits ultrasonic signals into a hemispherical area facing away from the ceiling or wall, with the exception of an acoustic shadow and an area close to the ceiling, and can receive reflected ultrasonic signals. characterized in that at least one ultrasonic transceiver is arranged on its side facing away from the ceiling or wall so that it emits ultrasonic signals into a hemispherical area facing away from the ceiling or wall, with the exception of an acoustic shadow and an area close to the ceiling, and can receive reflected ultrasonic signals.
An aluminum alloy comprising 0.74-0.84 wt. % Si, 0.27 - 0.34 wt. % Fe, 0.08 - 0.14 wt. % Cu, 0.10-0.16 wt. % Mn, 0.59 - 0.69 wt. % Mg, 0 - 0.050 wt. % Cr, 0 - 0.05 wt. % Zn, 0 - 0.05 wt. % Ti, 0 - 0.05 wt. % Pb, 0 - 0.005 wt. % Be and no Ni, trace element impurities in 0 - 0.15 wt. %, with the remainder as Al.
Coaxial RF connector system comprising a coaxial RF connector and a coaxial RF counter connector , the coaxial RF connector comprising at least an inner conductor defining a center axis of the connector, an outer conductor coaxial to the inner conductor , and a first centering device at the outer conductor , the first centering device having an outer contour coaxial to the inner conductor , the coaxial RF counter connector comprising at least a counter connector inner conductor , a counter connector outer conductor coaxial to the counter connector inner conductor , and a second centering device at the outer conductor , the second centering device having an inner contour coaxial to the counter connector inner conductor , and when mated, the inner conductor and the counter connector inner conductor providing a galvanic contact with each other, and further the outer conductor and the counter connector outer conductor providing a galvanic contact with each other, wherein the first centering device has an outer size smaller than the inner size of the second centering device or the first centering device has an outer size larger than the inner size of the second centering device , and the first centering device matches to the second centering device , characterized in, that the first centering device is electrically insulated from the RF connector outer conductor , and/or the second centering device is electrically insulated from the RF counter connector outer conductor , or an insulating sleeve or an insulating layer is included between the first centering device and the second centering device . the coaxial RF connector comprising at least an inner conductor defining a center axis of the connector, an outer conductor coaxial to the inner conductor , and a first centering device at the outer conductor , the first centering device having an outer contour coaxial to the inner conductor , the coaxial RF counter connector comprising at least a counter connector inner conductor , a counter connector outer conductor coaxial to the counter connector inner conductor , and a second centering device at the outer conductor , the second centering device having an inner contour coaxial to the counter connector inner conductor , and when mated, the inner conductor and the counter connector inner conductor providing a galvanic contact with each other, and further the outer conductor and the counter connector outer conductor providing a galvanic contact with each other, wherein the first centering device has an outer size smaller than the inner size of the second centering device or the first centering device has an outer size larger than the inner size of the second centering device , and the first centering device matches to the second centering device , characterized in, that the first centering device is electrically insulated from the RF connector outer conductor , and/or the second centering device is electrically insulated from the RF counter connector outer conductor , or an insulating sleeve or an insulating layer is included between the first centering device and the second centering device .
A method of converting a stream of samples at a first sampling rate to a stream of samples at a second sampling rate, the first sampling rate being subject to deviation from a nominal value and the second sampling rate being within a predetermined resynchronisation error factor from a target value, the method being characterised in that it comprises in combination: measuring (S9.1) the first sampling rate; determining (S9.2) a first upsampling factor based on the measured first sampling rate, the target value of the second sampling rate, and a resynchronisation error factor, the first upsampling factor being constrained to be a first integer power of a predetermined integer value; deriving (S9.3), from a reference set of filter coefficients and from a ratio of the first upsampling factor to a reference upsampling factor, a first set of filter coefficients for use in a first interpolation filter, the reference set of filter coefficients being for a reference upsampling factor that is a second integer power of the predetermined integer value, determining (S10.2) a first downsampling factor based on the measured first sampling rate, the target value of the second sampling rate, and the predetermined resynchronisation error factor, the first downsampling factor being an integer; and converting (S10.4) the stream of samples at the first sampling rate to the stream of samples at the second sampling rate by a processes comprising upsampling by the first up-sampling factor, filtering using the first set of filter coefficients for the first interpolation filter and downsampling by the first downsampling factor, wherein the predetermined integer value is 2. measuring (S9.1) the first sampling rate; determining (S9.2) a first upsampling factor based on the measured first sampling rate, the target value of the second sampling rate, and a resynchronisation error factor, the first upsampling factor being constrained to be a first integer power of a predetermined integer value; deriving (S9.3), from a reference set of filter coefficients and from a ratio of the first upsampling factor to a reference upsampling factor, a first set of filter coefficients for use in a first interpolation filter, the reference set of filter coefficients being for a reference upsampling factor that is a second integer power of the predetermined integer value, determining (S10.2) a first downsampling factor based on the measured first sampling rate, the target value of the second sampling rate, and the predetermined resynchronisation error factor, the first downsampling factor being an integer; and converting (S10.4) the stream of samples at the first sampling rate to the stream of samples at the second sampling rate by a processes comprising upsampling by the first up-sampling factor, filtering using the first set of filter coefficients for the first interpolation filter and downsampling by the first downsampling factor, wherein the predetermined integer value is 2.
Device for damping a rolling bearing , this device comprising an annular support and a cage extending axially along an axis of revolution (A1), this cage comprising: - a fastening ring , - a ring configured to be mounted on the periphery of the bearing or to form an outer ring of the bearing , - stanchions connecting the ring to the fastening ring , these stanchions extending obliquely with respect to said axis of revolution (A1) and being circumferentially spaced apart from one another such that, for each pair of circumferentially contiguous stanchions , these stanchions define an inter-stanchion opening therebetween, the ring and the annular support forming radially therebetween a fluidic damping cavity capable of forming a circumferential compressed fluid film, this device being characterised in that the annular support comprises a plurality of teeth each extending radially through a respective inter-stanchion opening of the cage , and in that the annular support comprises a crown gear and a fastening part , the crown gear bearing said teeth and delimiting said fluidic damping cavity, the fastening part being fastened to the crown gear . - a fastening ring , - a ring configured to be mounted on the periphery of the bearing or to form an outer ring of the bearing , - stanchions connecting the ring to the fastening ring , these stanchions extending obliquely with respect to said axis of revolution (A1) and being circumferentially spaced apart from one another such that, for each pair of circumferentially contiguous stanchions , these stanchions define an inter-stanchion opening therebetween,
Brake fluid reservoir for a master brake cylinder of a hydraulic brake system, having a reservoir base and a connector piece which projects in relation to an outer side of the reservoir base and which is provided for insertion into a receiving part of the master brake cylinder , wherein, in the connector piece , there is arranged a safety valve whose valve closure body interacts with the receiving part such that the safety valve is open if the connector piece is inserted into the receiving part and closed if the connector piece is situated outside the receiving part , characterized in that the safety valve is arranged in a cartridge which is inserted into the connector piece .
A compound selected from inhibitors of the Ataxia Telangiectasia and Rad3-related (ATR) protein and inhibitors of the Chkl protein, for use in the therapeutic treatment of a chromatinopathy.
Plug-in electronic extension module for the pump electronics of a centrifugal pump for extension of the pump electronics with at least one additional function, comprising - a casing that can be attached to the outside of a casing of the pump electronics by means of at least one connecting mechanism , - electronics providing the additional function, housed in the casing , and - an electrical interface connected in a circuit with the electronics for the plug-in electrical connection of the extension module with the pump electronics, projecting from the underside of the casing that faces the pump electronics, for insertion through an opening in the pump electronics casing as intended, characterised by the electrical interface having contacts in the form of PCB tracks on a flat carrier that projects as a tongue from a base at a distance from the underside of the casing . - a casing that can be attached to the outside of a casing of the pump electronics by means of at least one connecting mechanism , - electronics providing the additional function, housed in the casing , and - an electrical interface connected in a circuit with the electronics for the plug-in electrical connection of the extension module with the pump electronics, projecting from the underside of the casing that faces the pump electronics, for insertion through an opening in the pump electronics casing as intended,
Pod drive having a laminated stator sheet package with pressure plates , wherein a plurality of bars connect the at least two pressure plates to one another, wherein the pressure plates are end-side pressure plates , wherein the bars are located at least partially in grooves of electrical sheets, said grooves being distributed externally across the circumference, wherein the bars are welded to the pressure plates , characterised in that the end-side pressure plates are accordingly turned and/or milled to reduce the external diameter .
A method of manufacturing a pressure vessel, comprising: forming a flame retardant composite resin layer by winding resin-impregnated fiber on an outer surface of a plastic liner , wherein the flame retardant composite resin layer comprises a first composite layer having resin-impregnated fiber aligned in a first direction and a second composite layer having resin-impregnated fiber aligned in a second direction different from the first direction, the first composite layer is cured after winding, and the second composite layer is cured after winding, characterized in that the curing is sequentially performed for the first composite layer and the second composite layer; the resin-impregnated fiber aligned in the first direction and the resin-impregnated fiber aligned in the second direction form a contact region and an open region therebetween; and the contact region and the open region are formed in an area ratio of 1:0.2 to 1:1.5. forming a flame retardant composite resin layer by winding resin-impregnated fiber on an outer surface of a plastic liner , wherein the flame retardant composite resin layer comprises a first composite layer having resin-impregnated fiber aligned in a first direction and a second composite layer having resin-impregnated fiber aligned in a second direction different from the first direction, the first composite layer is cured after winding, and the second composite layer is cured after winding, characterized in that the curing is sequentially performed for the first composite layer and the second composite layer; the resin-impregnated fiber aligned in the first direction and the resin-impregnated fiber aligned in the second direction form a contact region and an open region therebetween; and the contact region and the open region are formed in an area ratio of 1:0.2 to 1:1.5.
A variable capacitance device comprising a semiconductor substrate , a redistribution layer provided on a main surface of the semiconductor substrate , and a plurality of terminal electrodes (PE) including two input/output terminals consisting of a first input/output terminal (P1) and a second input/output terminal (P2), and a ground terminal (GND), wherein a variable capacitance element section (VC) that is a ferroelectric thin film is formed to the redistribution layer , the variable capacitance element section (VC) being formed from a pair of capacitor electrodes connected to the first input/output terminal (P1) and the second input/output terminal (P2), respectively, and a ferroelectric thin film disposed between the pair of capacitor electrodes , wherein an ESD protection element (ESDP1, ESDP2) connected between the first input/output terminal (P1) or the second input/output terminal (P2) and the ground terminal (GND) is formed on the main surface of the semiconductor substrate , wherein an electrode pad is provided on the main surface of the semiconductor substrate for connecting the ESD protection element (ESDP1, ESDP2) to the ground terminal (GND) and the first input/output terminal (P1) or the second input/output terminal (P2), wherein, in plan view, the variable capacitance element section (VC) is provided at a position not overlapping the ESD protection element (ESDP1, ESDP2) and the electrode pad , and wherein a resistance element (RN) is formed at a region of the redistribution layer , the region overlapping in plan view a region where at least the ESD protection element (ESDP1, ESDP2) is formed, wherein the resistance element (RN) is connected between the variable capacitance element section (VC) and a control voltage application terminal (Vt), and is formed nearer to a mounting surface side of the redistribution layer than a layer where the variable capacitance element section (VC) is provided, and wherein a plurality of insulating layers are provided between the variable capacitance element section (VC) and the semiconductor substrate .
Ophthalmic formulations comprising gabapentin for use in the treatment of corneal de-epithelialization.