Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer-readable media, for speech recognition using multi-dialect and multilingual models. In some implementations, audio data indicating audio characteristics of an utterance is received. Input features determined based on the audio data are provided to a speech recognition model that has been trained to output score indicating the likelihood of linguistic units for each of multiple different language or dialects. The speech recognition model can be one that has been trained using cluster adaptive training. Output that the speech recognition model generated in response to receiving the input features determined based on the audio data is received. A transcription of the utterance generated based on the output of the speech recognition model is provided.

Abstract: The present disclosure generally relates to viewing and updating application views. A device receives a user input, the input, when received initiating display of a plurality of application views of a set of application views. The device, in response to receiving the user input, displays the plurality of application views of the set of application views, wherein the set of application views includes preselected application views and an adaptive view that corresponds to a most recently opened application that is not one of the preselected application views.

Abstract: An electro-hydraulic brake assembly comprises a hydraulic control unit (HCU) body having a top surface and a bottom surface opposite the top surface and defining a master cylinder bore and a pressure supply bore. A fluid reservoir is disposed on the top surface. A primary piston is slidably disposed in the master cylinder bore and configured to supply brake fluid to a wheel brake in response to pressing of a brake pedal. A pressure supply unit includes: a pressure supply piston disposed within the pressure supply bore; a motor located on the bottom surface of the HCU body and having a motor shaft. An actuator mechanism includes a threaded shaft configured to be rotated by the motor shaft, and a nut coupled to the pressure supply piston, together causing the pressure supply piston to translate linearly through the pressure supply bore in response to rotation of the motor shaft.

Abstract: Provided herein are anti-neuraminidase agents useful for neutralization of influenza virus infection, and methods of use and manufacture thereof In particular, compositions comprising anti-neuraminidase agents (e.g., antibodies) that are cross-reactive with multiple influenza strains are provided, as well as methods of treatment and prevention of influenza infection therewith.

Abstract: Provided herein are anti-neuraminidase agents useful for neutralization of influenza virus infection, and methods of use and manufacture thereof. In particular, compositions comprising anti-neuraminidase agents (e.g., antibodies) that are cross-reactive with multiple influenza strains are provided, as well as methods of treatment and prevention of influenza infection therewith.

Abstract: Provided herein are anti-neuraminidase agents useful for neutralization of influenza virus infection, and methods of use and manufacture thereof In particular, compositions comprising anti-neuraminidase agents (e.g., antibodies) that are cross-reactive with multiple influenza strains are provided, as well as methods of treatment and prevention of influenza infection therewith.

Abstract: Provided herein are anti-neuraminidase agents useful for neutralization of influenza virus infection, and methods of use and manufacture thereof. In particular, compositions comprising anti-neuraminidase agents (e.g., antibodies) that are cross-reactive with multiple influenza strains are provided, as well as methods of treatment and prevention of influenza infection therewith.

Abstract: An electronic device having a touch-screen display detects a first input on the display while displaying a first user interface on the display. In response to detecting the first input on the display, the device enters a flashlight mode. Entering the flashlight mode includes replacing the first user interface with a first flashlight user interface. The first flashlight user interface has a first total lumen output and a first luminance that is substantially uniform over the display. The device determines whether brightness change criteria are met, and in accordance with a determination that the brightness change criteria are met, displays a second flashlight user interface having a second total lumen output greater than the first total lumen output and a second luminance that is substantially uniform over the display.

Abstract: Some implementations of the disclosure relate to an imaging system including one or more image sensors and a Z-stage. The imaging system is configured to perform operations including: capturing, using the one or more image sensors, a first image of a first pair of spots projected at a first sample location of a sample; determining whether or not the first image of the first pair of spots is valid; and when the first image is determined to be valid: obtaining, based on the first image, a current separation distance measurement of the first pair of spots; and controlling, based at least on the current separation distance measurement, the Z-stage to focus the imaging system at the first sample location.

Abstract: Methods, systems, and apparatus, including computer programs encoded on a computer storage medium, for speech synthesis. The methods, systems, and apparatus include actions of obtaining an audio representation of speech of a target speaker, obtaining input text for which speech is to be synthesized in a voice of the target speaker, generating a speaker vector by providing the audio representation to a speaker encoder engine that is trained to distinguish speakers from one another, generating an audio representation of the input text spoken in the voice of the target speaker by providing the input text and the speaker vector to a spectrogram generation engine that is trained using voices of reference speakers to generate audio representations, and providing the audio representation of the input text spoken in the voice of the target speaker for output.

Abstract: Disclosed herein is a head fixture for adhesively bonding a part of a golf club head to a body of the golf club head. The head fixture includes a bottom portion, including a body retainer, and a top portion, selectively attachable to the bottom portion and including pressure applicators spaced apart about the top portion. Each one of the pressure applicators comprises a ratcheting mechanism and a ribbed shaft engaged with the ratcheting mechanism such that, when the top portion is selectively attached to the bottom portion, the ribbed shaft is movable away from the body retainer into a position, associated with a pressure applied to the part of the golf club head by the ribbed shaft, and the ribbed shaft is non-movably fixable, relative to the body retainer, in the position.

Abstract: A device with a display and a touch-sensitive surface: displays a geographic map in a first mode of an application, the geographic map including a plurality of landmarks, the geographic map being displayed at a first magnification level; detects a first input, the first input including a first finger contact at a location on the touch-sensitive surface that corresponds to a first landmark on the display; in response to detecting the first input: when the first input does not satisfy one or more predefined mode-change conditions, changes the magnification level in accordance with the first input and remains in the first mode; and when the first input satisfies the mode-change conditions, selects the first landmark and enters a second mode of the application; while in the second mode, detects a second input; and, in response to detecting the second input, displays information about the first landmark.

Abstract: In examples, a semiconductor device comprises a semiconductor package including a mold compound covering a semiconductor die. The semiconductor package has a surface and a cavity formed in the surface. The semiconductor device comprises an electronic device positioned within the cavity, the electronic device coupled to the semiconductor die via a conductive terminal extending through the mold compound.

Abstract: An extraction device can include a delivery shaft having a lumen and a distal end, a first wire forming a first arc and being positionable distal to the distal end of the delivery shaft while ends of the first arc are at a distalmost end of the delivery shaft, and a second wire forming a second arc and being positionable distal to the distal end of the delivery shaft while ends of the second arc are at the distalmost end of the delivery shaft. A distalmost extent of the first wire is distal to a distalmost extent of the second wire. The first wire and the second wire are separately retractable relative to the delivery shaft.

Abstract: Methods, systems, and apparatus, including computer programs encoded on computer-readable storage media, for speech recognition using attention-based sequence-to-sequence models. In some implementations, audio data indicating acoustic characteristics of an utterance is received. A sequence of feature vectors indicative of the acoustic characteristics of the utterance is generated. The sequence of feature vectors is processed using a speech recognition model that has been trained using a loss function that uses a set of speech recognition hypothesis samples, the speech recognition model including an encoder, an attention module, and a decoder. The encoder and decoder each include one or more recurrent neural network layers. A sequence of output vectors representing distributions over a predetermined set of linguistic units is obtained. A transcription for the utterance is obtained based on the sequence of output vectors. Data indicating the transcription of the utterance is provided.

Abstract: Described are memory devices producing metadata characterizing the applied read voltage level with respect to voltage distributions. An example memory sub-system comprises: a memory device comprising a plurality of memory cells; and a controller coupled to the memory device, the controller to perform operations comprising: performing, using a read voltage level, a read strobe with respect to a subset of the plurality of memory cells; and receiving, from the memory device, one or more metadata values characterizing the read voltage level with respect to threshold voltage distributions of the subset of the plurality of memory cells, wherein the one or more metadata values reflect a conductive state of one or more bitlines connected to the subset of the plurality of memory cells.

Abstract: Systems and methods for controlling chlorinators for pools and spas are provided. A controller communicates with a processor positioned within a replaceable cell cartridge of a chlorinator, to allow for remote control and diagnosis of the chlorinator and/or cell cartridge. The cell cartridge stores, in non-volatile memory on board the cartridge, one or more parameters associated with the cartridge. The controller can obtain this information from the processor of the cell cartridge, and can use same to configure operation of the chlorinator. Information relating to remaining cell life can be updated by the controller and stored in the non-volatile memory of the cell cartridge. Electrical and software-based mechanisms are provided for ensuring operation of only compatible cell cartridges with the chlorinator. A system for remotely diagnosing errors associated with the chlorinator is also provided.