Abstract: Disclosed in some examples are methods, systems, and machine readable mediums which provide summaries of topics determined within a corpus of documents. These summaries may be used by customer service associates, analysts, or other users to quickly determine both topics discussed and contexts of those topics over a large corpus of text. For example, a corpus of documents may be related to customer complaints and the topics may be summarized to produce summaries such as “credit report update due to stolen identity.” These summarizations may be used to efficiently spot trends and issues.

Abstract: A tamping device for capsule filling machines is disclosed. The device includes a dosing disc having at least one dosing chamber adapted to be filled with a material which is to be filled in a capsule. The device includes at least one piston adapted to be moved within the at least one dosing chamber to perform the tamping operation on the material. The device includes at least one slider disposed below the dosing disc and adapted to abut the dosing disc. The at least one slider is adapted to support the material within the at least one dosing chamber to perform the tamping operation. The device includes a support pad movably disposed beneath the at least one slider and adapted to be moved towards the at least one slider.

Abstract: A method and system for providing therapy to an individual, the method comprising: transmitting a log of use dataset associated with communication behavior of the individual during a time period; receiving a supplementary dataset characterizing mobility of the individual in association with the time period; generating a survey dataset upon retrieving responses provided by the individual to at least one of a set of surveys, associated with a set of time points of the time period; generating a predictive model from a passive dataset derived from the log of use dataset and the supplementary dataset and the survey dataset; generating a report summarizing a mental health state of the individual, associated with at least a portion of the time period, from the passive dataset, the survey dataset, and an output of the predictive model; and rendering information from the report to a coach associated with the individual.

Abstract: A rotary sealing apparatus for a blister packaging machine is disclosed. The rotary sealing apparatus includes a guide plate adapted to support a movement of a base foil having a plurality of blister pockets. The rotary sealing apparatus includes a counter sealing roller adapted to rotate to advance the base foil in a direction away from the guide plate and a sealing roller adapted to feed a seal foil between the counter sealing roller and the sealing roller. The counter sealing roller includes a plurality of cavities adapted to accommodate the plurality of blister pockets. The rotary sealing apparatus includes a cavity alignment unit disposed on the guide plate and adapted to align the plurality of blister pockets with the plurality of cavities. The cavity alignment unit is adapted to clamp the base foil on the guide plate to stretch the base foil to align the plurality of blister pockets with the plurality of cavities.

Abstract: A reinforcement pillar assembly and a method for manufacturing such assembly for a machine are disclosed. The reinforcement pillar assembly includes a cover panel formed of a polymer material. The cover panel includes an outer surface and an inner surface adapted to face in a direction towards a wall of the machine housing. Further, the reinforcement pillar assembly includes at least one support pillar formed of a metallic material. The at least one support pillar is adapted to be coupled to the cover panel. The at least one support pillar includes a first planar extension and a second planar extension. The first planar extension is adapted to be coupled to the inner surface of the cover panel. The second planar extension is adapted to abut the wall of the machine housing. A gap is defined between the inner surface of the cover panel and the wall of the machine housing.

Abstract: A computer-implemented method and interface provides visualization for a volume and/or a change in a volume of a virtual object, the representation usable in a user interface, comprising a first representation of the virtual object represented by a surface positioned in a three-dimensional (3D) virtual space, a bounding object input that defines a bounding object relative to the 3D virtual space, a plurality of local volumes of the virtual object, wherein a local volume of the plurality of local volumes is computed for geometry based on a bounding object feature associated with the bounding object and based on at least some vertices of the corresponding face, wherein at least some of the plurality of local volumes are aggregated to determine a global volume for the set of polygonal faces, and providing for display of a first visual indicator representing a value of the global volume.

Abstract: A device comprises a digital ramp generator, an oscillator, a power amplifier, a low-noise amplifier (LNA), a mixer, and an intermediate frequency amplifier (IFA). The oscillator generates a chirp signal based on an output from the digital ramp generator. The power amplifier receives the chirp signal and outputs an amplified chirp signal to a transmitter antenna. The LNA receives a reflected chirp signal from a receiver antenna. The mixer receives output of the LNA and combines it with the chirp signal from the oscillator. The IFA receives the mixer output signal and includes a configurable high-pass filter, which has a first cutoff frequency during a first portion of the chirp signal and a second cutoff frequency during a second portion of the chirp signal. In some implementations, the first cutoff frequency is chosen based on a frequency of a blocker signal introduced by couplings between the transmitter and receiver antennas.

Abstract: An image generation system defines a set of deformation handles having an associated set of one or more control parameters, obtains a set of object points representative of a virtual object, maps the set of object points to a plurality of key pose states, wherein the key pose state is represented by a key pose state data structure corresponding to a key pose that specifies control parameters to place the set of the deformation handles to coincide with the set of object points, determines corresponding key pose state data structures, receives a set of deformations to be applied to the set of deformation handles, interpolates poses among an interpolated key pose state set to form a current pose state based on the set of deformations, and adjusts the virtual object based on the interpolated key pose state set.

Abstract: Disclosed is a method to determine influence of a deformation of a curve on a surface. A processor obtains deformations of the curve and desired deformations of the surface. The processor obtains a first point on the surface and determines the influence of the deformation of the curve on the surface by determining a second point on the curve and iterating over a desired deformation of the surface and a corresponding curve. To iterate, the processor determines a desired position of the first point of the desired deformation, determines a position of the first point based on a position of the second point on the corresponding curve and a parameter indicating the influence, and calculates a difference between the desired position of the first point and the determined position of the first point. Based on the difference, the processor adjusts the parameter, and determines the influence based on the parameter.

Abstract: The present invention discloses a closing station (100) for a capsule filling machine comprising a bottom (110) and a top closing unit (120) configured to displace towards each other, such that bottom pins (112) associated with said bottom closing unit urge into through holes of a body holder (B) to contact closed ends of each filled capsule body sections (114) and sliding them into said open ends of each capsule cap sections (124), such that each capsule is partially closed against an exerting pre-compressive force of the top pins (122) and is completely closed when force against biasing means (130) of said top pins (122) is exerted for providing telescoping closing of the cap (124) and body (114) sections of each capsule.

Abstract: The present disclosure relates toa brush box that includes a housing, a gear system (100) configured inside the housing. The gear system (100) includes a first gear (102) having first teeth configured on an inner side of the first gear (102). Second gear (104) configured inside the first gear (102), the second gear (104) includes second teeth that engages with the first teeth such that the first gear (102) configured to rotate about its axis when the at least one second gear (104) moves on the inner side of the first gear (102). Distributing means (106) operatively coupled to the second gear (104). The movement of the second gear (104) circumferentially on the inner side of the first gear (102) enables spirographic movement of the distributing means (106) around a centre of the first gear (102).

Abstract: Disclosed is a method of operating a storage device which includes a non-volatile memory device. The method includes informing a host that a designation functionality for designating a data criticality and a priority to namespaces of the non-volatile memory device is possible, enabling the designation functionality in response to receiving an approval of the designation functionality, receiving, from the host, a first request for designating a data criticality and a priority for a first namespace of the namespaces, and generating a namespace mapping table in response to the first request.

Abstract: A system and method for creating a machine learning (ML) classifier for a database uses a weakly-supervised training data set created automatically from database items on the basis of a human-created keyword set. The automatically created training data set is used to construct one or more deep learning classifier checkpoints, which can then be compared with one another and with a classifier based on the original keyword set in order to select a classifier for use by other users viewing the database.

Abstract: A system and method for creating a machine learning (ML) classifier for a database uses a weakly-supervised training data set created automatically from database items on the basis of a human-created keyword set. The automatically created training data set is used to construct one or more deep learning classifier checkpoints, which can then be compared with one another and with a classifier based on the original keyword set in order to select a classifier for use by other users viewing the database.

Abstract: A system and method for triggering animated paralingual behavior from dialogue. The method including: receiving a corpus of dialogue including a plurality of samples, each sample including dialogue with aligned sequences of phonemes or sub-phonemes; extracting properties of measured quantities for each sample; generating a statistical profile by statistically classifying the extracted properties as a function of each sequence of phonemes or sub-phonemes; receiving a stream of phonemes or sub-phonemes and triggering paralingual behavior when the properties of any of the phonemes or sub-phonemes deviate from the statistical profile beyond a predetermined threshold; outputting the triggered paralingual behavior for animation.

Abstract: The present invention generally relates to a self-charging system for electric vehicles comprises at least one gearbox comprises an input end and an output end mechanically coupled to one of the wheels of a vehicle to the input end to generate a rotational energy with an increased output of one of the torque or speed (RPM) to the output end; an auxiliary generator connected to the output end of the at least one gearbox to convert the rotational energy into electrical energy; a controller equipped with a maximum power point tracker to produce maximum power output; and a charger controller coupled to the maximum power point tracker to charge a batter of the vehicle upon limiting electric current rate of the power output to protect against electrical overload, overcharging, and overvoltage.

Abstract: A tamping assembly for a capsule filling machine is provided. The tamping assembly comprising a dosing disc provided with a plurality of sets of through vertical passages placed substantially equidistantly around the periphery thereof; a bottom plate disposed below the dosing disc, the bottom plate having an open region aligned with a carousel of the capsule filling machine disposed adjacent to the tamping assembly, and a set of apertures aligned with at-least one set of through vertical passages of the dosing disc; a plurality of sets of top tamping plungers disposed above the dosing disc, each set of top tamping plungers configured to be driven downwards for pressing a powdered product in the vertical passages from the top; and at-least one set of bottom tamping plungers disposed below the bottom plate and configured to be driven upwards for pressing the powdered product in the vertical passages from the bottom.

Abstract: A method for sampling both layers of a bi-layer tablet, comprising forming a first layer of a first pharmaceutical powder of the bi-layer tablet in a tablet press machine, performing weight compensation for forming a second layer of a second pharmaceutical powder of the bi-layer tablet based at least on the formed first layer, performing height compensation for forming the second layer of the second pharmaceutical powder of the bi-layer tablet based at least on the formed first layer, and forming the second layer of the bi-layer tablet based on the performed height compensation and weight compensation, in the tablet press machine, for individually sampling both the first and second layers of the bi-layer tablet.

Abstract: The present invention relates to a tamping system (100) for tamping of filler materials of capsule filling machine to form slug, and selectively delivering the slug from a dosing disc (108) based on the presence/absence of empty capsule bodies in an empty capsule segment in a turret of capsule filling machine. The tamping system (100) based on the presence/absence of empty capsule bodies in the empty capsule segment, enables actuation of pneumatic cylinders (113) to restrict movement of tamping pistons (110) into the respective holes of the dosing disc (108) that were configured to be align with the empty capsule segments of the turret where no capsule bodies were identified or present, irrespective of the downward movement of the holder blocks (111) towards the dosing disc (108), thereby restricting the delivery of the slug into empty capsule segment of the turret, and preventing wastage of the filler material or slug.