Abstract: A method and a server for generating textual representations of a user utterance are provided. The method comprises: acquiring an audio signal being an audio representation of the user utterance, the user utterance being in response to a given machine-generated utterance previously outputted by the electronic device to the user; acquiring a machine-generated text string being a textual representation of the given machine-generated utterance; generating, using a Speech-to-Text (STT) model, an other text string based on the audio signal and the machine-generated text string, the other text string being a textual representation of the user utterance while taking into account the machine-generated text string as a context of the user utterance.

Abstract: A detection apparatus includes a resonant electrical circuit supported within an interior of a nuclear fuel rod generates a response pulse in response to an excitation pure and transmits the response pulse through a cladding of the fuel rod to another location within a reactor in which the fuel rod is housed and without any breach in the cladding. A characteristic of the response pulse is indicative of a condition of the fuel rod. The detection apparatus also includes a transmitter positioned outside the cladding, in the reactor, in the vicinity of the fuel rod and configured to generate the excitation pulse and transmit the excitation pulse through the cladding to the resonant electrical circuit. A receiver is supported within the reactor outside of the cladding and, in response to the response pulse, communicates a signal to an electronic processing apparatus outside of the reactor.

Abstract: In at least one embodiment, a compression plate to be used with a slip hanger or a packoff in oilfield equipment is disclosed. The compression plate includes one or more grooves or slots extending circumferentially with respect to an axis of the slip hanger or the packoff. The compression plate is to be associated with an annulus seal gland of the slip hanger or the packoff and is to enable a gland volume of the annulus seal gland to change with temperature applied to the slip hanger or the packoff.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer storage media, for robotics planning. One of the methods comprises receiving data defining multiple skills to be performed by one or more robots in an operating environment; invoking a projection function implemented by each skill, wherein the projection function generates a skill footprint specifying resources requested for performing the skill and a volume occupied by a corresponding entity used to perform the skill; determining that the skill footprints generated by the projection functions are in conflict; and in response, executing the skills in sequence.

Abstract: A light-weight reciprocating element is disclosed. The reciprocating element may include a body defining a cavity, the body having a closed distal end and an open proximal end opposite the closed distal end, wherein the body is configured to apply a pressure to a working fluid. The cavity extends from the open proximal end towards the closed distal end. The reciprocating element may include an insert disposed in the cavity, the insert is configured to prevent debris from accumulating within the cavity.

Abstract: A removable lens stack includes a base layer and one or more removable lens layers. The base layer may include a substrate and moth eye coatings on first and second sides of the substrate. A first removable lens layer may include a substrate and an acrylic or fluoropolymer coating on a first side of the substrate and may be stacked on top of the base layer such that the second side of the substrate faces the first side of the substrate of the base layer. A second removable lens layer may include a substrate and an acrylic or fluoropolymer coating on a first side of the substrate and may be stacked on top of the first removable lens layer such that the second side of the substrate faces the first side of the substrate of the first removable lens layer. The acrylic or fluoropolymer coating may comprise a hard coat.

Abstract: A transformer-based neural network includes at least one mask attention network (MAN). The MAN computes an original attention data structure that expresses influence between pairs of data items in a sequence of data items. The MAN then modifies the original data structure by mask values in a mask data structure, to produce a modified attention data structure. Compared to the original attention data structure, the modified attention data structure better accounts for the influence of neighboring data items in the sequence of data items, given a particular data item under consideration. The mask data structure used by the MAN can have static and/or machine-trained mask values. In one implementation, the transformer-based neural network includes at least one MAN in combination with at least one other attention network that does not use a mask data structure, and at least one feed-forward neural network.

Abstract: A hanger for attaching a structural beam to a building substructure has a first panel spaced from a second panel with a web extending therebetween. The web includes a bias member or compression member for biasing a beam upward. The web may include an opening through the bias member for receipt of a fastener driven from underneath the web into a beam received by the web, whereby driving of the fastener into the beam pulls the beam downward against the bias of the compression member. Additional versions exist with different leveraging surfaces to assist the fastener in pulling the beam downward. The hanger may also include one or more openings in the side panels, each opening associating with an opening in a rear panel to receive a fastener driven obliquely through a side panel opening into a beam and a building support member to attach the beam.

Abstract: A soybean cultivar designated 10170604 is disclosed. The invention relates to the seeds of soybean cultivar 10170604, to the plants of soybean cultivar 10170604, to the plant parts of soybean cultivar 10170604, and to methods for producing progeny of soybean cultivar 10170604. The invention also relates to methods for producing a soybean plant containing in its genetic material one or more transgenes and to the transgenic soybean plants and plant parts produced by those methods. The invention also relates to soybean cultivars or breeding cultivars, and plant parts derived from soybean cultivar 10170604. The invention also relates to methods for producing other soybean cultivars, lines, or plant parts derived from soybean cultivar 10170604, and to the soybean plants, varieties, and their parts derived from use of those methods. The invention further relates to hybrid soybean seeds, plants, and plant parts produced by crossing cultivar 10170604 with another soybean cultivar.

Abstract: A data input system is described for inputting text items to an electronic device. The data input system has a store holding a vocabulary of embeddings of text items, each embedding being a numerical encoding of a text item. The data input system receives user input comprising a sequence of one or more context text items and a new text item, the new text item being a text item with an embedding to be computed and added to the vocabulary or with an embedding already in the vocabulary and to be updated. A neural network predictor predicts a next text item in the sequence given the context text items and the vocabulary. An online training module updates the vocabulary by using either a direction associated with the predicted next item, or, by comparing the new text item and the predicted next text item.

Abstract: A method is presented for selectively throttling subsystems of a battery-powered computing device. The method comprises determining an amount of power consumed a plurality of rest-of-platform (ROP) subsystems of the battery-powered computing device. A total amount of power consumed by subsystems of a battery-powered computing device is determined. The subsystems including at least a system on a chip (SOC) and the plurality of ROP subsystems. Responsive to recognizing a condition where the amount of power consumed by the plurality of ROP subsystems is above an ROP power threshold, and where the total amount of power consumed increases above a first throttling threshold, one or more ROP subsystems are throttled.

Abstract: A filling apparatus configured to simultaneously fill multiple containers of different shapes and sizes. The filling apparatus including a feed conveyor mechanism including two or more feed conveyors, wherein each of the two or more conveyors is respectively configured to transport an empty fluid container of a different size along a manufacturing line, a turntable mechanism including two or more concentric rings, wherein each of the two or more concentric rings is configured to receive an empty fluid container from the respective two or more feed conveyors and rotate about a common axis while filling the empty fluid containers via at least to fill ports, and an output conveyor mechanism including two or more output conveyors, wherein each of the two or more output conveyors is respectively configured to receive a filled fluid container of a different size from the turntable mechanism for transport along the manufacturing line.

Abstract: A portable lighting device control module configured to adjust lighting operations of a portable lighting device. In some examples, the control module may interpret real-time user gestures and external conditions of the portable lighting device to modifying lighting operations.

Abstract: An agricultural trench depth sensing system and method includes a light source (2002), a receiver (2003) and a sensor (2004). The light source directs light downwardly toward a trench previously opened in a soil surface. The receiver is disposed at an angle relative to the light source to receive reflected light. A sensor connected to the receiver senses a pattern of the reflected light. A monitoring system in communication with the sensor, generates a data frame containing triangulated line coordinates and intensity values of the reflected light indicative of a measured depth of the trench. The generated data frame may be associated with GPS coordinates for generating spatial maps and may be used to control operating parameters. The generated data frames may also identify relative soil moisture versus trench depth, or presence of dry topsoil or residue in the trench, or to identify seeds, seed spacing and seed depth.

Abstract: The present invention relates to the method and use of reef coral fluorescent proteins in making transgenic red, green and yellow fluorescent zebrafish. Preferably, such fluorescent zebrafish are fertile and used to establish a population of transgenic zebrafish and to provide to the ornamental fish industry for the purpose of marketing. Thus, new varieties of ornamental fish of different fluorescence colors from a novel source are developed.

Abstract: Technologies and techniques for generating an efficient computer interface for an immunization regimen. A processing apparatus is coupled to a memory storing immunization data itemsets and medical data itemsets, and a data display control module. The processing apparatus is configured to determine a frequency of immunization data and medical data itemsets associated with a rule for an immunization regimen. Proportions of the itemsets for the immunization regimen are calculated, along with a confidence factor that includes an estimate of the probability a rule portion of a rule includes another rule portion. A computer interface is generated via templates that includes immunization regimen that is based on the confidence factor. The immunization regimen data includes expected frequencies of immunization data.

Abstract: A system and method for moving water up a water column to achieve a sufficient pressure to overcome a reverse osmosis filter. The system includes a rigid outer column for receiving and holding water, with an inner, deformable hose located inside the rigid outer column. The hose has a one-way valve at a distal end of the hose to allow water to enter the hose and an outlet at the proximal end of the hose to allow water to exit the hose. A water-raising device to raise the water within the inner, deformable can include a system that moves sections of water within an inner lumen using a peristaltic motion to drive water upwardly through the inner lumen.

Abstract: Methods, systems and apparatus for correcting a result of a quantum computation.