mhurhangee/ep-ind-claims huggingface dataset:
A method of adapting and personalizing a deep neural network model for automatic speech recognition, comprising: receiving, by a computing device, at least one utterance comprising a plurality of speech features for one or more speakers from one or more ASR tasks; applying, by the computing device, a decomposition approach to an original matrix in the DNN model; in response to applying the decomposition approach, converting the original matrix into a plurality of new matrices, each of the plurality of new matrices being smaller than the original matrix; adding, by the computing device, a square matrix to the plurality of new matrices, the square matrix storing speaker-specific parameters; and adapting, by the computing device, the DNN model by updating the square matrix, the adapted DNN model comprising a reduction in a number of parameters in the DNN model. receiving, by a computing device, at least one utterance comprising a plurality of speech features for one or more speakers from one or more ASR tasks; applying, by the computing device, a decomposition approach to an original matrix in the DNN model; in response to applying the decomposition approach, converting the original matrix into a plurality of new matrices, each of the plurality of new matrices being smaller than the original matrix; adding, by the computing device, a square matrix to the plurality of new matrices, the square matrix storing speaker-specific parameters; and adapting, by the computing device, the DNN model by updating the square matrix, the adapted DNN model comprising a reduction in a number of parameters in the DNN model.
A maintenance-free stone tile, comprising a stone tile and an inorganic glassy protective coating layer formed on a surface of the stone tile, wherein the layer has an outer surface having a pencil hardness of a value corresponding to 12H or more in the case of measuring the outer surface on the basis of correlative data between a pencil hardness test and an abrasion resistance test; a thickness of the coating of 20 to 50 μm; a surface roughness Rmax of 0.8 μm (s) or less; a mirror surface glossiness of 80 or more; dry slip properties of 0.6 or more; a wet slipperiness of 0.5 or more; and a surface resistance value of 10 11 Q or less, wherein the stone tile is selected from the group consisting of marble and terrazzo.
An adhesive sheet for the adhesion of electronic parts, comprising: a cured acrylic polymer, hollow polymeric microspheres dispersed and ruptured in the cured acrylic polymer, hollow parts formed by rupturing the hollow polymeric microspheres dispersed in the cured acrylic polymer and a thermally conductive filler. a cured acrylic polymer, hollow polymeric microspheres dispersed and ruptured in the cured acrylic polymer, hollow parts formed by rupturing the hollow polymeric microspheres dispersed in the cured acrylic polymer and a thermally conductive filler.
A reusable fitting for attaching a conduit to a port, comprising: a housing comprising a ferrule portion at a proximal end of the housing; a spring in physical communication with the housing; a retainer disposed between the spring and the housing, the retainer having an opening for admitting a distal portion of a conduit and a retention feature fixable to a proximal end of the conduit to limit axial movement of the conduit in a distal direction, the retainer defining an off-center opening for passing the retention feature of the conduit; and a cap in communication with the spring to urge the spring against the retainer to thereby urge the conduit in a proximal direction. a housing comprising a ferrule portion at a proximal end of the housing; a spring in physical communication with the housing; a retainer disposed between the spring and the housing, the retainer having an opening for admitting a distal portion of a conduit and a retention feature fixable to a proximal end of the conduit to limit axial movement of the conduit in a distal direction, the retainer defining an off-center opening for passing the retention feature of the conduit; and a cap in communication with the spring to urge the spring against the retainer to thereby urge the conduit in a proximal direction.
A network access control method, comprising: configuring network access permission of a first application, wherein the network access permission comprises allowing the first application to access a network resource by using a first type of network access point, and the first type of network access point comprises at least one first network access point; accessing a second network access point, wherein the second network access point belongs to the first type of network access point; when the first application is running, allowing the first application to access the network resource by using the second network access point; and when a third network access point is accessed, if the third network access point does not belong to the first type of network access point, prohibiting the first application from accessing the network resource by using the third network access point; wherein after the third network access point is accessed, the method further comprises: keeping a connection to the second network access point; and wherein after the keeping a connection to the second network access point, the method further comprises: keeping the first application accessing the network resource by using the second network access point; or wherein if the third network access point does not belong to the first type of network access point, the first application is stopped. configuring network access permission of a first application, wherein the network access permission comprises allowing the first application to access a network resource by using a first type of network access point, and the first type of network access point comprises at least one first network access point; accessing a second network access point, wherein the second network access point belongs to the first type of network access point; when the first application is running, allowing the first application to access the network resource by using the second network access point; and when a third network access point is accessed, if the third network access point does not belong to the first type of network access point, prohibiting the first application from accessing the network resource by using the third network access point; wherein after the third network access point is accessed, the method further comprises: keeping a connection to the second network access point; and wherein after the keeping a connection to the second network access point, the method further comprises: keeping the first application accessing the network resource by using the second network access point; or wherein if the third network access point does not belong to the first type of network access point, the first application is stopped.
A process for converting invertebrates into an animal food or component of an animal food comprising: (a) perforating and extracting the invertebrates to provide a solid invertebrate component and a liquid invertebrate component, wherein the solid invertebrate component typically comprises the chitinous exoskeletion of the invertebrate and any residual protein and/or oil that has not been extracted; and the liquid invertebrate component typically comprises haemolymph, oils and residual chitin; (b) separating the solid invertebrate component from the liquid invertebrate component; (c) optionally separating the liquid invertebrate component into lipid and non-lipid fractions; (d) creating one or more growth media, wherein the growth media comprise or consist of the solid invertebrate component and, optionally, one or more additives; the liquid invertebrate component or a fraction thereof and, optionally, one or more additives; or the solid and liquid invertebrate component and, optionally, one or more additives; (e) subjecting one or more of the growth media to microbial fermentation; (f) inhibiting or terminating microbial fermentation; wherein microbial fermentation is carried out as a two or more step process. (a) perforating and extracting the invertebrates to provide a solid invertebrate component and a liquid invertebrate component, wherein the solid invertebrate component typically comprises the chitinous exoskeletion of the invertebrate and any residual protein and/or oil that has not been extracted; and the liquid invertebrate component typically comprises haemolymph, oils and residual chitin; (b) separating the solid invertebrate component from the liquid invertebrate component; (c) optionally separating the liquid invertebrate component into lipid and non-lipid fractions; (d) creating one or more growth media, wherein the growth media comprise or consist of the solid invertebrate component and, optionally, one or more additives; the liquid invertebrate component or a fraction thereof and, optionally, one or more additives; or the solid and liquid invertebrate component and, optionally, one or more additives; (e) subjecting one or more of the growth media to microbial fermentation; (f) inhibiting or terminating microbial fermentation;
Method for actuating a friction brake, wherein, for a braking operation, a brake pad (3, 6) arranged on a pressing device of the friction brake is pressed against a friction surface of the friction brake and the pressing device for the braking operation is driven by an actuating device of the friction brake, wherein for a braking operation to achieve a predetermined effect measure (WM soll) of the friction brake, whereas the effect measure being a measure of the braking effect, the brake pad (3, 6) of the friction brake is moved from an initial position while overcoming an air gap to the friction surface of the friction brake and the brake pad (3, 6) is pressed against the friction surface starting from a contact point between the brake pad (3, 6) and the friction surface, in that an actuation measure (BM soll) of the friction brake corresponding to the predetermined effect measure (WM soll) is determined and set by means of the pressing device and the actuating device, characterized in that the thermal expansion of the friction brake is determined using a thermal model of the friction brake and therefrom the temperature-dependent shift in the contact point is determined for the braking operation and that the temperature-dependent shift in the contact point is taken into account when determining the actuation measure (BM soll) of the friction brake to be adjusted.
An amphiphilic compound comprising - a hydrophilic portion and a hydrophobic portion, and - at least two reactive members selected from the group consisting in first reactive members and second reactive members where the second reactive members are complementary to the first reactive members in that the first and second reactive members are able to interact with one another to form covalent bonds between each other, said first and second reactive members being first and second click-reactive members capable of interacting via a click chemistry reaction selected from the group including Huisgen cycloaddition, Diels-Alder reactions, thiol-alkene reactions, and maleimide-thiol reactions, said at least two reactive members being both located on said hydrophilic portion, wherein the two reactive members are a first reactive member and a second reactive member. - a hydrophilic portion and a hydrophobic portion, and - at least two reactive members selected from the group consisting in first reactive members and second reactive members where the second reactive members are complementary to the first reactive members in that the first and second reactive members are able to interact with one another to form covalent bonds between each other, said first and second reactive members being first and second click-reactive members capable of interacting via a click chemistry reaction selected from the group including Huisgen cycloaddition, Diels-Alder reactions, thiol-alkene reactions, and maleimide-thiol reactions,
An emitter adapted to emit a first radiation, the emitter comprising: - a substrate, - a mesa, the mesa being made of a first semiconductor material, the first semiconductor material having a first bandgap value, the mesa having a superior side and a lateral side, the lateral side surrounding the superior side and extending between the substrate and the superior side, - a covering layer comprising at least one radiation-emitting layer, the at least one radiation-emitting layer being made of a second semiconductor material, the second semiconductor material having a second bandgap value, the second bandgap value being strictly inferior to the first bandgap value, each radiation-emitting layer having a first portion corresponding to the superior side and a second portion corresponding to the lateral side, a first thickness being defined for the first portion and a second thickness being defined for the second portion, the second thickness being strictly inferior to the first thickness, the ratio between the first thickness and the second thickness being comprised between 1.5 and 6, and the superior side having a surface comprised between 9 square micrometers and 900 square micrometers. - a substrate, - a mesa, the mesa being made of a first semiconductor material, the first semiconductor material having a first bandgap value, the mesa having a superior side and a lateral side, the lateral side surrounding the superior side and extending between the substrate and the superior side, - a covering layer comprising at least one radiation-emitting layer, the at least one radiation-emitting layer being made of a second semiconductor material, the second semiconductor material having a second bandgap value, the second bandgap value being strictly inferior to the first bandgap value, each radiation-emitting layer having a first portion corresponding to the superior side and a second portion corresponding to the lateral side, a first thickness being defined for the first portion and a second thickness being defined for the second portion, the second thickness being strictly inferior to the first thickness, the ratio between the first thickness and the second thickness being comprised between 1.5 and 6, and the superior side having a surface comprised between 9 square micrometers and 900 square micrometers.
Method for controlling a motor vehicle comprising at least an internal combustion engine connected to the driving wheels by a transmission, said method comprising the following steps: determining the engine torque at the wheels, determining the longitudinal acceleration of the vehicle when the "free-wheeling" driving mode is engaged, on the basis of the engine torque and the resisting torques at the wheel, determining the longitudinal acceleration of the vehicle when the "free-wheeling" driving mode is disengaged, on the basis of the resisting torques at the wheel, determining the difference in longitudinal acceleration between an engaged "free-wheeling" driving mode and a disengaged "free-wheeling" driving mode, opening the transmission chain when the longitudinal acceleration difference leans substantially toward a value of zero. determining the engine torque at the wheels, determining the longitudinal acceleration of the vehicle when the "free-wheeling" driving mode is engaged, on the basis of the engine torque and the resisting torques at the wheel, determining the longitudinal acceleration of the vehicle when the "free-wheeling" driving mode is disengaged, on the basis of the resisting torques at the wheel, determining the difference in longitudinal acceleration between an engaged "free-wheeling" driving mode and a disengaged "free-wheeling" driving mode, opening the transmission chain when the longitudinal acceleration difference leans substantially toward a value of zero.
A method comprising: obtaining an infrared "IR" spectrum of a Peripheral Blood Mononuclear Cells "PBMC" sample, extracted from a peripheral blood sample collected from a subject, by analyzing the PBMC sample by infrared spectroscopy; based on the infrared spectrum, determining whether the subject has a solid tumor; and generating an output indicative of the presence of a solid tumor based on the step of determining whether the subject has a solid tumor. obtaining an infrared "IR" spectrum of a Peripheral Blood Mononuclear Cells "PBMC" sample, extracted from a peripheral blood sample collected from a subject, by analyzing the PBMC sample by infrared spectroscopy; based on the infrared spectrum, determining whether the subject has a solid tumor; and generating an output indicative of the presence of a solid tumor based on the step of determining whether the subject has a solid tumor.
Device (1, 16) having two elements (2, 3) arranged concentrically one inside the other, comprising a first element and a second element, and having a sleeve-shaped and hollow-cylindrical first component (4, 17) arranged between the elements (2, 3) and having a hollow-cylindrical second component (10, 18) arranged between the first component (4, 17) and the first element, wherein at least the first component (4, 17) is provided with at least one through-hole (7, 8, 9) for transferring liquids between the two elements (2, 3), and wherein the first component (4, 17) is made of steel and is seated in the first element of the two elements (2, 3), wherein the first component (4, 17) is secured against rotation about an axis of symmetry of the first component (4, 17) by means of at least one securing element of the first component (4, 17) that engages in the first element in a form-fitting manner, and wherein the first element is at least partially formed from a material which has a greater coefficient of thermal expansion than the material steel, and wherein a hollow-cylindrical second component (10, 18) is arranged concentrically to the first component (4, 17) and thereby the second component (10, 18) is held on the first element and the first component (4, 17) against rotation about the axis of symmetry, characterized in that the second component (10, 18) is held on the first element and the first component (4, 17) against rotation about the axis of symmetry by means of the securing element, and in that the securing element is at least one tab which projects radially from the material of the first component (4, 17), wherein the tab engages radially through a wall portion of the second component (10, 18).
A moving objects detection method comprising: identifying a plurality of feature points (P 1, P 2) based on a plurality of video frames; selecting from the plurality of feature points (P 1, P 2) to form a first group (G 1) and a second group (G 2) of feature points (P 1, P 2) based on correlations (C 12) between the plurality of feature points (P 1, P 2); identifying in at least one video frame two segments based on the first group (G 1) and the second group (G 2) of feature points (P 1, P 2), respectively, as detected moving objects, identifying a dominant plane using RANSAC based homography; calculating a fundamental matrix based on feature points (P 1, P 2) on the dominant plane; and determining whether movements of the first and the second groups (G 1, G 2) of feature points (P 1, P 2) conform to the fundamental matrix, if movements of a group of feature points (G 1, G 2) conform to the fundamental matrix, classifying an object identified based on the group of feature points (G 1, G 2) as a static object, where a correlation (C 12) between two feature points (P 1, P 2) comprises a distance component and a movement difference component, where the distance component is related to a distance between the two feature points (P 1, P 2), and the movement difference component is related to a difference between corresponding movements of the two feature points (P 1, P 2). identifying a plurality of feature points (P 1, P 2) based on a plurality of video frames; selecting from the plurality of feature points (P 1, P 2) to form a first group (G 1) and a second group (G 2) of feature points (P 1, P 2) based on correlations (C 12) between the plurality of feature points (P 1, P 2); identifying in at least one video frame two segments based on the first group (G 1) and the second group (G 2) of feature points (P 1, P 2), respectively, as detected moving objects, identifying a dominant plane using RANSAC based homography; calculating a fundamental matrix based on feature points (P 1, P 2) on the dominant plane; and determining whether movements of the first and the second groups (G 1, G 2) of feature points (P 1, P 2) conform to the fundamental matrix, if movements of a group of feature points (G 1, G 2) conform to the fundamental matrix, classifying an object identified based on the group of feature points (G 1, G 2) as a static object, where a correlation (C 12) between two feature points (P 1, P 2) comprises a distance component and a movement difference component, where the distance component is related to a distance between the two feature points (P 1, P 2), and the movement difference component is related to a difference between corresponding movements of the two feature points (P 1, P 2).
A system for localization of nodes in a wireless network architecture, comprising: a first plurality of wireless sensor nodes each having a known location, a wireless device with one or more processing units (1544, 1663, 1688, 1763, 1888), and RF circuitry (1550, 1670, 1692, 1890) for transmitting and receiving communications in the wireless network architecture; and a second plurality of wireless sensor nodes each having an unknown location and a wireless device with RF circuitry for transmitting and receiving communications in the wireless network architecture, so that some of the nodes are configured as a mesh-based network architecture for a time period sufficient for localization; wherein the one or more processing units of a wireless sensor node of the first plurality of wireless sensor nodes are configured to execute instructions to determine distance estimates between the first plurality of wireless sensor nodes and each of the second plurality of wireless sensor nodes for localization, determine error metric information including an error metric for each distance estimate, to compare each error metric with an error threshold and eliminate distance estimates having error metrics that exceed the error threshold, adaptively select a subset of the determined distance estimates for localization based on error metrics that are less than or equal to the error threshold, and configure the wireless network architecture in a tree based network architecture upon completion of localization. a first plurality of wireless sensor nodes each having a known location, a wireless device with one or more processing units (1544, 1663, 1688, 1763, 1888), and RF circuitry (1550, 1670, 1692, 1890) for transmitting and receiving communications in the wireless network architecture; and a second plurality of wireless sensor nodes each having an unknown location and a wireless device with RF circuitry for transmitting and receiving communications in the wireless network architecture, so that some of the nodes are configured as a mesh-based network architecture for a time period sufficient for localization; wherein the one or more processing units of a wireless sensor node of the first plurality of wireless sensor nodes are configured to execute instructions to determine distance estimates between the first plurality of wireless sensor nodes and each of the second plurality of wireless sensor nodes for localization, determine error metric information including an error metric for each distance estimate, to compare each error metric with an error threshold and eliminate distance estimates having error metrics that exceed the error threshold, adaptively select a subset of the determined distance estimates for localization based on error metrics that are less than or equal to the error threshold, and configure the wireless network architecture in a tree based network architecture upon completion of localization.