Abstract: Disclosed are a regional dialect phoneme adaptive training method and system. The regional dialect phoneme adaptive training method includes transcription of text data, and generation of a regional dialect corpus based on the text data and regional dialect-containing speech data, and generation of an acoustic model and a language model using the regional dialect corpus. The generation of an acoustic model and a language model may be performed by machine learning of an artificial intelligence (AI) algorithm in which phonemes of a regional dialect item and a frequency of the phonemes of the regional dialect item are extracted and used. A user is able to use a regional dialect speech recognition service which is improved using 5G mobile communication technologies of eMBB, URLLC, or mMTC.

Abstract: A display device includes a conductive layer including a first voltage line and a second voltage line extending in a first direction; an interlayer insulating layer on the conductive layer and including a plurality of contact holes that expose parts of the conductive layer; a plurality of first-type electrodes on the interlayer insulating layer and electrically connected to the conductive layer through the plurality of contact holes, a plurality of second-type electrodes on the interlayer insulating layer and extending in the first direction, a plurality of light-emitting elements on pairs of the first-type and the second-type electrodes that are spaced from each other in the second direction; first-type contact electrodes on the first-type electrodes and in contact with the light-emitting elements; and second-type contact electrodes on the second-type electrodes and in contact with the light-emitting elements, each of the second-type contact electrodes includes contact electrode extensions on the second-type

Abstract: An agricultural work vehicle according to an aspect of the invention that can monitor a state of the agricultural work vehicle when the agricultural work vehicle performs agricultural work using a working machine which is attached thereto includes: a vehicle body; a working machine that is attached to the front or rear of the vehicle body and performs agricultural work; an engine that generates a driving force for movement of the vehicle body and work of the working machine; and a monitoring device that determines at least one of whether there is an abnormality in a temperature of a coolant for cooling the engine, whether there is an abnormality in a pressure of an engine oil supplied to the engine, and whether there is an abnormality in the engine when the working machine performs work using the driving force.

Abstract: The present disclosure provides a compound of Formula (I) or pharmaceutically acceptable salt, stereoisomers thereof, a pharmaceutical composition comprising the compound, and a method to treat or prevent neurodegenerative diseases using the compound.

Abstract: A display device includes subpixels comprising a plurality of first type subpixels and a plurality of second type subpixels, a plurality of electrodes, each comprising an electrode stem portion and at least one electrode protrusion portion, a plurality of light emitting elements having a shape of extending in one direction and disposed on the electrode stem portion of the one electrode and the electrode protrusion portion of the other electrode, and a plurality of first contact electrodes contacting a first end of the light emitting elements and a plurality of second contact electrodes contacting a second end of the light emitting elements, wherein the light emitting elements comprise first type light emitting elements and second type light emitting elements , and the first ends of the first type light emitting elements and the second type light emitting elements face in opposite directions.

Abstract: The present disclosure relates to a cytosol-penetrating antibody and the use thereof, and more specifically to identification of a structural mechanism that induces escape from endosomes into the cytosol after cellular internalization into living cells through a cell membrane protein, a light-chain variable region and/or heavy-chain variable region, which is based on this identification and has a significantly improved ability to escape from endosomes into the cytosol, a cytosol-penetrating antibody comprising the same, a method for producing the same, and the use thereof.

Abstract: A display device includes: a base substrate including a display area and a peripheral area; a scan driver disposed on the peripheral area of the base substrate; and a spacer overlapping the scan driver, wherein the spacer includes a first spacer and a second spacer which are spaced apart from each other and have different heights.

Abstract: A display device includes a gate line extended in a first direction and a data line extended in a second direction crossing the first direction; a first switching element including a first source electrode connected to the data line, a first drain electrode, and a first gate electrode connected to the gate line; and a second switching element including a second source electrode connected to the data line, a second drain electrode, and a second gate electrode connected to the gate line. A region of the first drain electrode overlapping the first gate electrode extends in the second direction, the second source electrode is extended in the second direction, and is parallel with the first and second drain electrodes. A region of the second drain electrode overlapping the second gate electrode includes a first region extended in the first direction and a second region extended in the second direction.

Abstract: A cooking engagement system and methods therefore are provided. The method includes obtaining image data of the cooktop surface and displaying a first user interface at an interactive assembly associated with the appliance. The first user interface displays the image data of the cooktop surface. The method further includes determining that cookware is present on the cooktop surface based on the image data, and displaying a second user interface at the interactive assembly. The second user interface displays an enlarged image of the cookware based on determining that the cookware is present on the cooktop surface.

Abstract: A user engagement system for an oven appliance, as provided herein, may include a camera assembly, an image monitor, and a controller. The camera assembly may be directed at a cooking zone. The image monitor may be spaced apart from the cooking zone. The controller may be configured to initiate a directed cooking operation including generating an oven avatar on the image monitor to provide a virtual representation of the oven appliance. The oven avatar may include a virtual zone corresponding to the cooking zone. The directed cooking operation may further include receiving a video signal of the cooking zone from the camera assembly and presenting a real-time feed of the cooking zone at the virtual zone. The directed cooking operation may still further include receiving a control input at the oven avatar, and directing the oven appliance based on the control input received at the oven avatar.

Abstract: A display device includes a substrate and a first metal layer disposed on the substrate. The first metal layer including first metal parts. Organic film patterns are disposed on the substrate and are positioned adjacent to lateral edges of the first metal parts of the first metal layer. A gate insulating pattern is disposed on the first metal parts of the first metal layer and the organic film patterns. A semiconductor pattern is disposed on the gate insulating pattern. Lateral side surfaces of the gate insulating pattern protrude outward from the lateral edges of each first metal part of the first metal layer that the gate insulating pattern is disposed thereon. The gate insulating pattern at least partially overlaps each organic film pattern that the gate insulating pattern is disposed thereon.

Abstract: A consumer appliance, as provided herein, may include a cabinet, a user input, and a controller. The user input may be positioned on an exterior of the cabinet. The controller may be mounted to the cabinet. The controller may be configured to initiate an inheritance operation. The inheritance operation may include establishing a local use-based data set of the consumer appliance, storing the local use-based data set in an internal primary stack within the controller, transmitting the local use-based data set to a wirelessly-connected remote appliance, receiving a remote use-based data set from the wirelessly-connected remote appliance, and storing the remote use-based data set in an internal secondary stack within the controller.

Abstract: The present disclosure provides a compound of Formula (I) or pharmaceutically acceptable salt, stereoisomers thereof, a pharmaceutical composition comprising the compound, and a method to treat or prevent neurodegenerative diseases using the compound.

Abstract: A display device including a gate line and a storage line arranged in a first direction, a data line and a partial voltage reference line arranged in a second direction crossing the first direction, a first TFT, a second TFT, and a third TFT each including a drain electrode and a source electrode, a color filter disposed on the first, second, and third TFTs and including a first via hole exposing the source and drain electrodes of the third TFT, and an insulating layer disposed on the color filter and including a first contact hole exposing the storage line and a second contact hole exposing the drain electrode of the third TFT, in which the first and second contact holes are disposed in the first via hole when viewed in plan.

Abstract: If a request to execute an executable file of a guest operating system or an executable file being executed in the guest operating system is detected, the present disclosure calculates a hash value before the executable file is executed and compares the calculated hash value with a pre-stored hash value, thereby securing security of the executable file; parses a file system of the guest operating system prior to starting the guest operating system and verifies integrity of a virtualization driver, and if the virtualization driver has integrity according to a result of the verification, blocks modulation of a memory area where the virtualization driver is allocated, a memory area corresponding to a master boot record (MBR) of the guest operating system, and a memory area corresponding to a volume boot record (VBR) of the guest operating system, and if an access to a file occurs in the virtualization driver, determines authority to access the file to which the access was requested, and processes the access acco

Abstract: A washing machine appliance with smart automatic washing functionality is provided. The washing machine automatically senses the amount of articles within a wash chamber defined by the washing machine appliance and runs the wash cycle automatically when the amount of articles within the wash chamber is greater than a minimum load size threshold and less than a maximum load size threshold. Methods for providing such smart automatic washing functionality are also provided.

Abstract: Disclosed are a speech data based language modeling system and method. The speech data based language modeling method includes transcription of text data, and generation of a regional dialect corpus based on the text data and regional dialect-containing speech data and generation of an acoustic model and a language model using the regional dialect corpus. The generation of an acoustic model and a language model is performed by machine learning of an artificial intelligence (AI) algorithm using speech data and marking of word spacing of a regional dialect sentence using a speech data tag. A user is able to use a regional dialect speech recognition service which is improved using 5G mobile communication technologies of eMBB, URLLC, or mMTC.

Abstract: A cooking engagement system and methods therefore are provided. The method includes obtaining image data of the cooktop surface and displaying a first user interface at an interactive assembly associated with the appliance. The first user interface displays the image data of the cooktop surface. The method further includes determining that cookware is present on the cooktop surface based on the image data, and displaying a second user interface at the interactive assembly. The second user interface displays an enlarged image of the cookware based on determining that the cookware is present on the cooktop surface.

Abstract: An image merging method using viewpoint transformation and a system therefor are provided. The method includes obtaining images captured by a plurality of cameras included in the camera system, performing viewpoint transformation for each of the images using a depth map for the images, and merging the images, the viewpoint transformation of which is performed.

Abstract: The present disclosure provides a compound of general Formula (I) having c-abl kinase inhibitory activity or pharmaceutically acceptable salt thereof, a pharmaceutical composition comprising the compound, and a method useful to treat or prevent neurodegenerative diseases using the compound.