mhurhangee/ep-ind-claims huggingface dataset:
A text-to-speech synthesis method comprising: receiving text; inputting the received text in a prediction network; and generating speech data, wherein the prediction network comprises a neural network, and wherein the neural network is trained by: receiving a first training dataset comprising audio data and corresponding text data; acquiring an expressivity score for each audio sample of the audio data, wherein the expressivity score is a quantitative representation of how well an audio sample conveys emotional information and sounds natural, realistic and human-like; training the neural network using a first sub-dataset, and further training the neural network using a second sub-dataset, wherein the first sub-dataset and the second sub-dataset comprise audio samples and corresponding text from the first training dataset and wherein the average expressivity score of the audio data in the second sub-dataset is higher than the average expressivity score of the audio data in the first sub-dataset. receiving text; inputting the received text in a prediction network; and generating speech data, wherein the prediction network comprises a neural network, and wherein the neural network is trained by: receiving a first training dataset comprising audio data and corresponding text data; acquiring an expressivity score for each audio sample of the audio data, wherein the expressivity score is a quantitative representation of how well an audio sample conveys emotional information and sounds natural, realistic and human-like; training the neural network using a first sub-dataset, and further training the neural network using a second sub-dataset, wherein the first sub-dataset and the second sub-dataset comprise audio samples and corresponding text from the first training dataset and wherein the average expressivity score of the audio data in the second sub-dataset is higher than the average expressivity score of the audio data in the first sub-dataset. receiving a first training dataset comprising audio data and corresponding text data; acquiring an expressivity score for each audio sample of the audio data, wherein the expressivity score is a quantitative representation of how well an audio sample conveys emotional information and sounds natural, realistic and human-like; training the neural network using a first sub-dataset, and further training the neural network using a second sub-dataset, wherein the first sub-dataset and the second sub-dataset comprise audio samples and corresponding text from the first training dataset and wherein the average expressivity score of the audio data in the second sub-dataset is higher than the average expressivity score of the audio data in the first sub-dataset.
A coupling shaft assembly system comprising: a coupling shaft spline lock body comprising spline lock spline teeth; a main coupling shaft body comprising input spline teeth; a locking bolt, wherein the locking bolt retains the coupling shaft spline lock body in substantially fixed communication with the main coupling shaft body, wherein the coupling shaft spline lock body is suitable to retain the coupling shaft assembly system in mechanical communication with a power shaft, characterized in that the coupling shaft spline lock body further comprises a phasing slot, wherein the main coupling shaft body further comprises a phasing tab, wherein the phasing slot comprises a locked portion and an unlocked portion, and wherein the phasing tab is inserted into the phasing slot. a coupling shaft spline lock body comprising spline lock spline teeth; a main coupling shaft body comprising input spline teeth; a locking bolt, wherein the locking bolt retains the coupling shaft spline lock body in substantially fixed communication with the main coupling shaft body, wherein the coupling shaft spline lock body is suitable to retain the coupling shaft assembly system in mechanical communication with a power shaft, characterized in that the coupling shaft spline lock body further comprises a phasing slot, wherein the main coupling shaft body further comprises a phasing tab, wherein the phasing slot comprises a locked portion and an unlocked portion, and wherein the phasing tab is inserted into the phasing slot.
A computer-implemented method of planning a dental treatment for a patient's dentition, the method comprising: generating, using virtual orthodontics, based on a virtual model of the patient's dentition in a beginning configuration, movement of one or more teeth of the patient's dentition from the beginning configuration to an intermediate configuration; transforming, using virtual prosthodontics, based on the intermediate configuration, one or more teeth of the patient's dentition from the intermediate configuration to a final configuration evaluating a restorative parameter at a plurality of intermediate configurations; and setting one of the plurality of intermediate configurations that satisfies a constraint on the restorative parameter as the intermediate configuration. generating, using virtual orthodontics, based on a virtual model of the patient's dentition in a beginning configuration, movement of one or more teeth of the patient's dentition from the beginning configuration to an intermediate configuration; transforming, using virtual prosthodontics, based on the intermediate configuration, one or more teeth of the patient's dentition from the intermediate configuration to a final configuration evaluating a restorative parameter at a plurality of intermediate configurations; and setting one of the plurality of intermediate configurations that satisfies a constraint on the restorative parameter as the intermediate configuration.
A compound which is or a pharmaceutically acceptable salt thereof, for use in combination with a second anti-respiratory syncytial virus agent selected from the group consisting of ALS-8112, AZ-27, GS5806 and palivizumab, for use in the treatment of a respiratory syncytial virus infection.
A plug valve comprising: a valve housing having a flow passageway for the flow of a medium; an annular sealing element that is supported in a fixed position against an opening of the flow passageway; and a plug being supported for rotation about an axis of rotation in the flow passageway, wherein the plug is supported in a floating manner against a spring force, wherein at least one spring element (20, 21) bearing against the valve housing presses the plug against the annular sealing element, wherein the annular sealing element is a rubbery-elastic lip seal supported against a pressure ring, the lip seal having a lip which directly contacts the plug, wherein a pressurized, blocked-off medium generates an additional force component, which influences a floating movement of the plug, characterized in that the plug has a pair of trunnions (16, 17) defining the axis of rotation of the plug, and the spring element (20, 21) engages with at least one of the trunnions (16, 17) to press the plug against the sealing element.
Imaging device (1, 101, 401) comprising: - at least one light source (2, 102a - 102d, 402a - 402d) arranged so as to generate an optical signal; characterized in that it further comprises: - an optical support (4, 104, 404) coupled to the light source (2, 102a - 102d, 402a - 402d) and arranged so as to project a luminous excitation signal (5, 105a - 105d, 405a - 405d) with a substantially constant light intensity from the light source (2, 102a - 102d, 402a - 402d) to a body (6, 106, 406) to be observed when using the device (1, 101, 401); and - a first asynchronous camera (8, 108, 602) coupled to the optical support (4, 104, 404) and configured so as to generate a signal comprising, for each pixel of a first pixel array, a signal sequence representing asynchronous events corresponding to variations in the light (7, 107, 407, 608b) backscattered by the body (6, 106, 406) to be observed for the pixel. - at least one light source (2, 102a - 102d, 402a - 402d) arranged so as to generate an optical signal; - an optical support (4, 104, 404) coupled to the light source (2, 102a - 102d, 402a - 402d) and arranged so as to project a luminous excitation signal (5, 105a - 105d, 405a - 405d) with a substantially constant light intensity from the light source (2, 102a - 102d, 402a - 402d) to a body (6, 106, 406) to be observed when using the device (1, 101, 401); and - a first asynchronous camera (8, 108, 602) coupled to the optical support (4, 104, 404) and configured so as to generate a signal comprising, for each pixel of a first pixel array, a signal sequence representing asynchronous events corresponding to variations in the light (7, 107, 407, 608b) backscattered by the body (6, 106, 406) to be observed for the pixel.
A medical device comprising: a housing portion that defines an interior region; electronic components positioned in the interior region of the housing portion; and an electrode comprising: an array of electrically conductive elements comprising a diamond material, the diamond material being a nitrogen incorporated diamond material comprising sp 2 and sp 3 carbon bonds and arranged for stimulating neurons; and at least one electrically insulating element covering at least a portion of each electrically conductive element and comprising a diamond material. a housing portion that defines an interior region; electronic components positioned in the interior region of the housing portion; and an electrode comprising: an array of electrically conductive elements comprising a diamond material, the diamond material being a nitrogen incorporated diamond material comprising sp 2 and sp 3 carbon bonds and arranged for stimulating neurons; an array of electrically conductive elements comprising a diamond material, the diamond material being a nitrogen incorporated diamond material comprising sp 2 and sp 3 carbon bonds and arranged for stimulating neurons; and at least one electrically insulating element covering at least a portion of each electrically conductive element and comprising a diamond material.
Protective vent comprising - at least one carrier layer (11, 15) and - an electrospinning membrane which is arranged on the at least one carrier layer (11, 15), wherein the electrospinning membrane is formed from fibers lying one above the other, forming a pore structure, whereby the pore structure is designed, characterized in that - the carrier layer (11, 15) comprises a monofilament fabric, - a plasma coating is applied both to the electrospinning membrane and to the monofilament fabric of the at least one carrier layer (11, 15), - a bonding is provided that connects the carrier layer and the membrane, and - a seam is provided as a surrounding edge of the protective vent that is designed to frame and/or reinforce the protective vent. - at least one carrier layer (11, 15) and - an electrospinning membrane which is arranged on the at least one carrier layer (11, 15), wherein the electrospinning membrane is formed from fibers lying one above the other, forming a pore structure, whereby the pore structure is designed, characterized in that - the carrier layer (11, 15) comprises a monofilament fabric, - a plasma coating is applied both to the electrospinning membrane and to the monofilament fabric of the at least one carrier layer (11, 15), - a bonding is provided that connects the carrier layer and the membrane, and - a seam is provided as a surrounding edge of the protective vent that is designed to frame and/or reinforce the protective vent.
An engine mounting assembly, for securing an aircraft engine to an aircraft, the assembly comprising: first and second spaced support formations provided in use on the engine; first and second corresponding mounting formations provided in use on a mounting structure of the aircraft; and first and second links, the first link extending between the first support formation and the first mounting formation, and the second link extending between the second support formation and the second mounting formation, the first and second links having first and second connection formations and the first and second links being shaped to depend inwardly from the first and second mounting formations towards a region between the first and second mounting formations, towards the respective first and second connection formations, characterised in that the first and second connection formations are offset, in use, spaced from the engine or the respective engine support formations by different distances, and connected by an intermediate link. first and second spaced support formations provided in use on the engine; first and second corresponding mounting formations provided in use on a mounting structure of the aircraft; and first and second links, the first link extending between the first support formation and the first mounting formation, and the second link extending between the second support formation and the second mounting formation, the first and second links having first and second connection formations and the first and second links being shaped to depend inwardly from the first and second mounting formations towards a region between the first and second mounting formations, towards the respective first and second connection formations, characterised in that the first and second connection formations are offset, in use, spaced from the engine or the respective engine support formations by different distances, and connected by an intermediate link.
A compressor (100, 700) comprising: a housing comprising a stationary coil assembly (32, 34); a moving assembly comprising one or more magnets (25a, 25b) and configured to compress a gas within a compression volume; a guide rod connected to the moving assembly which reciprocates axially with the moving assembly; and a bellows seal positioned between a top surface of the moving assembly and a top inside surface of the housing at least partially defining the compression volume; wherein the moving assembly is configured to reciprocally move between top-stroke and bottom-stroke positions while each time passing through a mid-stroke position, the moving assembly forming gaps (G, G') between the moving assembly and the stationary coil assembly that are at a minimum in the mid-stroke position and are at a maximum in the top-stroke position and the bottom-stroke position such that the increased gaps result in a magnetic restoring force (F M ') that urges the moving assembly toward the mid-stroke position. a housing comprising a stationary coil assembly (32, 34); a moving assembly comprising one or more magnets (25a, 25b) and configured to compress a gas within a compression volume; a guide rod connected to the moving assembly which reciprocates axially with the moving assembly; and a bellows seal positioned between a top surface of the moving assembly and a top inside surface of the housing at least partially defining the compression volume; wherein the moving assembly is configured to reciprocally move between top-stroke and bottom-stroke positions while each time passing through a mid-stroke position, the moving assembly forming gaps (G, G') between the moving assembly and the stationary coil assembly that are at a minimum in the mid-stroke position and are at a maximum in the top-stroke position and the bottom-stroke position such that the increased gaps result in a magnetic restoring force (F M ') that urges the moving assembly toward the mid-stroke position.
A portable tool for tying an object, in particular a cable harness, using a strap, including a tool body with a cycle means disposed within the tool body and including a first drive and a tensioning means including a second drive, wherein the first drive is provided as electrical motor connected by a reduction gear including a plurality of gear wheels to a curve control plate, and wherein the cycle means provides an order of operation steps to be carried out, namely feeding a cable tie, advancing in the gripper, inserting into the lock, cutting-off the projecting part and ejecting, wherein the first drive and the second drive form a dual drive and wherein further a controller is provided for driving the first and second drive (75, 76) independently.
Switch device (110, 210, 310, 410, 510) having at least two series-connected switches (120, 220, 320, 420, 520, 130, 230, 330, 430, 530), which are jointly switched on or off for the purpose of switching the switch device (110, 210, 310, 410, 510) on and off, wherein a voltage-dependent discharge resistor (140, 240, 340, 440, 540, 150, 250, 350, 450, 550) is respectively electrically connected in parallel with each of the switches (120, 220, 320, 420, 520, 130, 230, 330, 430, 530), said discharge resistor reducing its electrical resistance value when a predefined response voltage is exceeded, characterized in that, when all the switches (120, 220, 320, 420, 520, 130, 230, 330, 430, 530) of the switch device (110, 210, 310, 410, 510) are jointly disconnected in the event of an overvoltage situation, one discharge resistor (140, 240, 340, 440, 540) selected from the discharge resistors always responds before the other discharge resistor or resistors (150, 250, 350, 450, 550) by way of targeted voltage feed-forward control by parallel-connected control capacitors and reduces its resistance value by lowering the voltage applied to the associated switch (120, 220, 320, 420, 520, 130, 230, 330, 430, 530), and in that a control capacitor is connected in parallel with the switch (130, 230, 330, 430, 530) that is positioned parallel to the other discharge resistor (150, 250, 350, 450, 550) or one of the other discharge capacitors, said control capacitor delaying the voltage distribution across the series-connected switches (120, 220, 320, 420, 520, 130, 230, 330, 430, 530) in such a way that a greater partial voltage is always applied to the selected discharge resistor (140, 240, 340, 440, 540) than to the other discharge resistor or resistors (150, 250, 350, 450, 550).
An inlet guide vane assembly for a centrifugal compressor, the assembly comprising: a plurality of guide vanes (310, 410, 510, 610); a drive structure coupled to the plurality of guide vanes (310, 410, 510, 610), wherein rotation of the drive structure transitions the plurality of guide vanes from a first position to a second position; an actuator; an actuation mechanism configured to transition the plurality of guide vanes (310, 410, 510, 610) between the first and second positions based on operation of the actuator, wherein the actuation mechanism imparts a first amount of rotational force to drive the drive structure when the guide vanes are in the first position and a second amount of rotational force when the guide vanes are in the second position, and wherein the actuation mechanism provides a mechanical advantage to the actuator when the guide vanes are in the first positions as compared to when the guide vanes are in the second position, and wherein, the mechanical advantage is greatest when the guide vanes are in a substantially closed position. a plurality of guide vanes (310, 410, 510, 610); a drive structure coupled to the plurality of guide vanes (310, 410, 510, 610), wherein rotation of the drive structure transitions the plurality of guide vanes from a first position to a second position; an actuator; an actuation mechanism configured to transition the plurality of guide vanes (310, 410, 510, 610) between the first and second positions based on operation of the actuator, wherein the actuation mechanism imparts a first amount of rotational force to drive the drive structure when the guide vanes are in the first position and a second amount of rotational force when the guide vanes are in the second position, and wherein the actuation mechanism provides a mechanical advantage to the actuator when the guide vanes are in the first positions as compared to when the guide vanes are in the second position, and wherein, the mechanical advantage is greatest when the guide vanes are in a substantially closed position.
A method of operation of a network node implementing a Session Management Function, SMF, in a core network of a cellular communications system, comprising: - initiating deactivation procedure with a User Equipment, UE, for a Packet Data Unit, PDU, session for deactivation of at least one of a Guaranteed bit rate, GBR, Quality of Service, QoS, flow and a non-GBR QoS flow that is not associated to a default QoS rule; - upon determining that a response to the deactivation procedure is not received from the UE, deferring the deactivation procedure; - marking the at least one of the GBR QoS flow and the non-GBR QoS flow as pending synchronization with the UE; and - upon determining that the deferred deactivation procedure is to be re-initiated, synchronizing with the UE the at least one of the GBR QoS flow and the non-GBR QoS flow. - initiating deactivation procedure with a User Equipment, UE, for a Packet Data Unit, PDU, session for deactivation of at least one of a Guaranteed bit rate, GBR, Quality of Service, QoS, flow and a non-GBR QoS flow that is not associated to a default QoS rule; - upon determining that a response to the deactivation procedure is not received from the UE, deferring the deactivation procedure; - marking the at least one of the GBR QoS flow and the non-GBR QoS flow as pending synchronization with the UE; and - upon determining that the deferred deactivation procedure is to be re-initiated, synchronizing with the UE the at least one of the GBR QoS flow and the non-GBR QoS flow.