Abstract: A method includes obtaining a training text sample, the training text sample not paired with corresponding audio data, and generating a sequence of pseudo-random encoder variables. The method also includes processing, using a decoder of a sequence transduction model, the sequence of pseudo-random encoder variables to predict a probability distribution over possible output labels. The method further includes determining a loss based metric based on the training text sample and the predicted probability distribution over possible output labels, and training the decoder based on the loss metric.

Abstract: Provided herein are compounds of formula (II): or a stereoisomer or tautomer thereof, or a pharmaceutically acceptable salt of any of the foregoing, wherein m, n, R2, R3, R5, R6, R7, R8, R9, R10, R11a, R11b, and X are as defined elsewhere herein. Also provided herein are methods of preparing compounds of formula (II). Also provided herein are methods of inhibiting SLC6A19 and methods of treating a SLC6A19-mediated disease, disorder, or condition in an individual in need thereof.

Abstract: A cleaning system of a vehicle, comprising: a first medium unit; an acceleration unit, a second medium unit, wherein the first medium unit is configured to direct a first medium into the acceleration unit, wherein the acceleration unit is configured to discharge the first medium from the cleaning system in a predetermined fluid flow, and wherein the second medium unit is configured to introduce a second medium into the predetermined fluid flow.

Abstract: An operator control system is provided for a materials handling vehicle, the materials handling vehicle including an operator station having a support structure. The operator control system includes an operator control assembly having a housing mounted to or integral with the support structure, and at least one control element for controlling a function of the vehicle. One or both of the housing and/or the control element is positionable in a plurality of positions.

Abstract: The present invention relates to a method for recovering at least one kind of metal selected from the group consisting of gold (Au) and palladium (Pd), the method including: an addition process of adding a metal adsorbent to a solution containing the metal; and an adsorption process of causing the metal to be adsorbed on the metal adsorbent, wherein the metal adsorbent comprises at least one selected from the group consisting of a cell and a cell-derived article of microorganism belonging to Cyanidiales, a processed article of the cell and the cell-derived article, and an artificial substance mitigating the cell, the cell-derived article, and the processed article, and wherein the solution is a nitric acid solution or a sulfuric acid solution.

Abstract: A dynamic communication link provided. Briefly, a process aggregates content from content providers in the form of triggers (e.g., QR codes, newsfeeds, etc.). Here, the content is related to information of interest to users. In the example of newsfeeds, the process curates a newsfeed for a user by assembling articles, each article selected for the user based upon data in a user profile, data associated with the article, combinations thereof, etc. Upon initiation of the trigger, the communication platform initiates an ability to carry out a direct communication between the user and a specific representative of a content provider that is associated with the trigger, where the direct communication is independent of the trigger.

Abstract: Aspects discussed herein may relate to using machine learning models as part of methods and techniques for ingesting, creating, storing, editing, and managing a document. The document may be a legal contract that includes one or more clauses. Among other things, one or more machine learning models may be configured to recognize clauses and/or classifications, or types, of clauses. For example, the one or more generative language models may be used to generate one or more recommended edits to a clause, generate one or more suggested clauses that are missing from the contract, and/or generate one or more suggested locations where a clause may be inserted into or moved within the contract.

Abstract: An electrical heater, an exhaust treatment assembly, and method of manufacture. The heater includes a resistive portion configured to generate heat when electrical current is passed therethrough. A plurality of slots extend into the resistive portion from an outer periphery of the resistive portion and define a serpentine current-carrying path extending through the resistive portion between a pair of electrode attachment portions. Each of the electrode attachment portions is connected to a respective end segment that is bounded between an outer periphery of the resistive portion and a respective first slot of the plurality of slots. At least one auxiliary slot in each of the end segments that extends from the outer periphery toward the first slot in a direction transverse to the first slot to bias current flow through a concentrated region adjacent to and extending along the first slot in each end segment.

Abstract: Methods and apparatuses for identifying and averting exposed pellet-shaped article defects, deviations, and inclusions are disclosed. A vision system may be capable of identifying flaws/inclusions/defects/deviations affecting the exterior and/or interior of pellet-shaped articles via Ultra-Violet Light to instigate long-wave visible and Infra-red fluorescence. The UV Light and section of the visible spectrum not encompassing the instigated fluorescence may be removed with an optical filter so a camera can capture an image of discrete flaws/inclusions/defects/deviations. The vision system may send decision-signals to a mechanism to manipulate individual pellet-shaped articles. For example, a scam between halves of softgels may be rotated by an actuator having contact point(s) to hold a portion of the softgel stationary while a conveyer moves beneath causing rotation of the seam.

Abstract: A plunger lift system, as well as a method for monitoring plunger parameters within a wellbore using such a plunger lift system, are provided. The plunger lift system includes a lubricator attached to a wellhead at the surface and a plunger dimensioned to travel through the production tubing upon being released from the lubricator. The plunger lift system also includes magnetic sensor systems installed along the production tubing, where each magnetic sensor system includes a magnetic sensor for detecting the passage of the plunger as it travels through the production tubing, as well a communication device for transmitting communication signals between the magnetic sensor systems and a computing system located at the surface, where the computing system includes a processor and a non-transitory, computer-readable storage medium including computer-executable instructions that direct the processor to dynamically determine the plunger position and/or velocity based on the received communication signals.

Abstract: A high-voltage electrical connector is described. The connector includes a U-shaped retainer and a spring that extends from a wall of the U-shaped retainer and applies a normal force to couple a terminal to a mating terminal in the high voltage electrical connector. The connector further includes a contact insert configured to be arranged between the terminal and the mating terminal. The contact insert includes an array of resilient protrusions that operate in conjunction with at least one projection that extends from the terminal to establish a plurality of connection points between the terminal and the mating terminal.

Abstract: An electrical heater assembly, fluid treatment assembly, and method of manufacturing same are disclosed. The electrical heater assembly includes a heater body including a resistive portion and a plurality of slits in the resistive portion. The slits electrically disconnect sections of the resistive portion from each other to define a serpentine current-carrying path through the resistive portion. An electrode attachment portion us connected at an end of the serpentine current-carrying path. An electrode is included that includes a first end that is electrically connected to the heater body at the electrode attachment portion. The first end extends in a transverse direction from the heater body.

Abstract: A laundry serum composition comprising: a) ingredient comprising at least one ethoxylate unit and at least one carbon derived from carbon capture; b) free perfume; and c) 0 to 4 wt. % anionic and/or cationic surfactant.

Abstract: The disclosure relates to double stranded ribonucleic acid (dsRNAi) agents and compositions targeting a Stearoyl-CoA Desaturase 5 (SCD5) gene, as well as methods of inhibiting expression of an SCD5 gene and methods of treating subjects having an SCD5-associated disease or disorder, e.g., Parkinson's disease, using such dsRNAi agents and compositions.

Abstract: Certain embodiments include a screen assembly of a vessel, where the screen assembly includes a plurality of fixed elements and a retainer, and the retainer includes a ring, a plurality of wedges disposed about the ring, and a plurality of keyholes at spaced locations about the ring. Each keyhole includes a bore and a slot extending from the bore into an adjacent wedge of the plurality of wedges, the slots have a width less than the bores, and the retainer may receive the fixed elements through the bores and may be rotated in a relation with the plurality of fixed elements to bring the plurality of fixed elements into simultaneous engagement with the wedges.

Abstract: An electrical heater assembly, an exhaust treatment assembly, and method of manufacture. The electrical heater assembly includes a heater body including a plurality of slots disconnecting portions of the heater body from each other. Each slot includes a first end portion that extends to a second end portion, and a receptacle portion located between the first end portion and the second end portion. Portions of the heater body not disconnected by the plurality of slots form a serpentine current-carrying path through the heater body. The first end portion of each slot has a first width, the second end portion of each slot has a second width, and the receptacle portion of each slot has a third width, and the third width is larger than both the first width and the second width.

Abstract: An operator control system is provided for a materials handling vehicle, the materials handling vehicle including an operator station having a support structure. The operator control system includes an operator control assembly having a housing mounted to or integral with the support structure, and at least one control element for controlling a function of the vehicle. One or both of the housing and/or the control element is positionable in a plurality of positions.

Abstract: This disclosure relates to a system having a first transport device including one of a guide and/or drive connected to a surface of a second transport device, having another guide and/or drive. The drive is configured to interact with the guide to effect movement of one of the first or second transport device relative to the other of the first or second transport device. The guide is configured to change between an active state, in which it is securely engaged with the drive means to effect movement of one of the first or second transport device, and a passive state in which the drive is not engaged, allowing the first and second transport devices to be separated.

Abstract: Provided are methods for treating an ocular disease in an individual, comprising administering a unit dose of recombinant adeno-associated virus (rAAV) particles to an eye of the individual, wherein the rAAV particles comprise: a) a nucleic acid encoding a polypeptide comprising an amino acid sequence with at least about 95% identity to the amino acid sequence of SEQ ID NO: 35 and flanked by AAV2 inverted terminal repeats (ITRs), and b) an AAV2 capsid protein comprising an amino acid sequence LGETTRP (SEQ ID NO: 14) inserted between positions 587 and 588 of the capsid protein, wherein the amino acid residue numbering corresponds to an AAV2 VP1 capsid protein.

Abstract: A drainage system, including a stopcock and a clip. The stopcock includes a base and a barbed adapter extending from the base. The barbed adapter includes a shaft portion and a barbed portion. The clip includes a first grip and a second grip. The clip is configured to secure at least one tubing to the stopcock.