Abstract: A method of generating an accurate speaker representation for an audio sample includes receiving a first audio sample from a first speaker and a second audio sample from a second speaker. The method includes dividing a respective audio sample into a plurality of audio slices. The method also includes, based on the plurality of slices, generating a set of candidate acoustic embeddings where each candidate acoustic embedding includes a vector representation of acoustic features. The method further includes removing a subset of the candidate acoustic embeddings from the set of candidate acoustic embeddings. The method additionally includes generating an aggregate acoustic embedding from the remaining candidate acoustic embeddings in the set of candidate acoustic embeddings after removing the subset of the candidate acoustic embeddings.

Abstract: A computer-implemented method, a computer system, and a computer program product are proposed. According to the method, chat information of a chatbot is obtained in response to receiving one or more chat messages from the chatbot. Then a matching data object of a matching data model from one or more data models is determined based on the chat information. And a data value of the matching data object is obtained as a response to the one or more chat messages.

Abstract: A method for determining a transformer state on the basis of correction of dissolved gas data includes receiving, by a transformer state determination apparatus, dissolved gas data, determining, by the transformer state determination apparatus, a measurement error value which is a correction target in the dissolved gas data, correcting, by the transformer state determination apparatus, the measurement error value, and determining, by the transformer state determination apparatus, a transformer state on the basis of the dissolved gas data including the corrected measurement error value.

Abstract: A method of predicting a transformer state in consideration of whether oil filtering is performed includes receiving, by a transformer state prediction apparatus, transformer data of a transformer, determining, by the transformer state prediction apparatus, whether an oil of the transformer is filtered on the basis of the transformer data, and predicting, by the transformer state prediction apparatus, a state of the transformer on the basis of different prediction models depending on whether the oil is filtered.

Abstract: Aspects of the present disclosure relate to recommendation and translation of symbols. In some embodiments, the method includes receiving current text data from a sender, receiving a first set of historical text data for the sender, determining emoji use preference of the sender, analyzing the current text data for context that is representable by an emoji, selecting a first emoji based the context and the first set of historical text data, receiving a second set of historical text data for a recipient of the current text data, analyzing a contextual meaning of the selected emoji based on the first set of historical text data and the second set of historical text data, determining, based on the analyzing the contextual meaning of the selected emoji, that a second emoji would more closely match the context of the current text data, and sending the second emoji to the recipient.

Abstract: Aspects of the present disclosure relate to recommendation and translation of symbols. In some embodiments, the method includes receiving current text data from a sender, receiving a first set of historical text data for the sender, determining emoji use preference of the sender, analyzing the current text data for context that is representable by an emoji, selecting a first emoji based the context and the first set of historical text data, receiving a second set of historical text data for a recipient of the current text data, analyzing a contextual meaning of the selected emoji based on the first set of historical text data and the second set of historical text data, determining, based on the analyzing the contextual meaning of the selected emoji, that a second emoji would more closely match the context of the current text data, and sending the second emoji to the recipient.

Abstract: The present invention provides novel artificial tears containing a recombinant human lysozyme. The novel artificial tears comprise main components and an auxiliary material. The main components are a recombinant human lysozyme and a sodium hyaluronate, wherein the recombinant human lysozyme and the sodium hyaluronate are contained in an amount from 0.075%-0.300% and from 0.10%-0.30%, respectively in the total mass of the novel artificial tears. A drug for external use is prepared by combining the recombinant human lysozyme, the sodium hyaluronate and an excipient for treating light and moderate dry eye syndrome.

Abstract: The present invention provides novel artificial tears containing a recombinant human lysozyme and a recombinant human epidermal growth factor. The novel artificial tears comprise main components and an auxiliary material. The main components are a recombinant human lysozyme, a recombinant human epidermal growth factor, and sodium hyaluronate, wherein the recombinant human lysozyme, the recombinant human epidermal growth factor, and sodium hyaluronate are contained in an amount from 0.075% to 0.300%, from 0.002% to 0.004%, and from 0.10% to 0.30%, respectively in the total mass of the novel artificial tears.

Abstract: A computer-implemented method, a computer system, and a computer program product are proposed. According to the method, chat information of a chatbot is obtained in response to receiving one or more chat messages from the chatbot. Then a matching data object of a matching data model from one or more data models is determined based on the chat information. And a data value of the matching data object is obtained as a response to the one or more chat messages.

Abstract: An input method editor (IME) configured to provide language assistance across a plurality of applications is disclosed. In one example, the IME is adapted for use by English-as-a-second-language (ESL) users. In a specific example, language assistance may be provided by first detecting a need to suggest a substitute word to a user who is typing within an application. The detection may be based on a probability that a current word is in error. If a need is detected, a suggestion may be obtained for the word, such as from a cloud linguistic service or from a local lexicon and language-model, if network connectivity is poor. Once obtained, the suggestion may be displayed to the user in a non-intrusive manner by user interface element(s). Interaction with the user allows the user to accept or reject the suggestion, and perform other functions, such as relocating user interface elements utilized by the display.

Abstract: Techniques facilitating a crowd-sourcing accessibility rendering system for non-accessible applications are provided. A system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise an interaction component that monitors one or more interactions between one or more entities and a defined application. The computer executable components can also comprise an analysis component that determines accessibility related information associated with the defined application based on received feedback from an entity of the one or more entities. Further, the computer executable components can comprise an adjustment component that creates a modified application based on the one or more interactions and the accessibility related information of the defined application.

Abstract: Techniques facilitating a crowd-sourcing accessibility rendering system for non-accessible applications are provided. A system can comprise a memory that stores computer executable components and a processor that executes the computer executable components stored in the memory. The computer executable components can comprise an interaction component that monitors one or more interactions between one or more entities and a defined application. The computer executable components can also comprise an analysis component that determines accessibility related information associated with the defined application based on received feedback from an entity of the one or more entities. Further, the computer executable components can comprise an adjustment component that creates a modified application based on the one or more interactions and the accessibility related information of the defined application.

Abstract: A computer-implemented method is disclosed. In the method, a start position of an item list comprising a plurality of items is determined in response to a session-in event. An end position of the item list is determined in response to a session-out event. The reviewed sub-list and unreviewed sub-list are differently displayed. The reviewed sub-list is at least a part of the item list and comprises items from the start position to the end position in the item list. The unreviewed sub-list comprises items outside the reviewed sub-list.

Abstract: The present disclosure includes a detection method for files infected by malware, especially ransomware, and an anti-malware system implemented with the method during file transmission, especially for backup or synchronization. Applying the detection method in the present disclosure before file transmission may prevent infection spreading by replace uninfected files with infected files. In one embodiment, the method includes: creating files as “baits” for being accessed by ransomware; and detecting whether files being to be transmitted due to updates including the “baits”. The present disclosure also includes file recovery method while finding malware infection by the detection method of in the present disclosure.

Abstract: A wire clamp connector includes a connecting board, a plurality of conductive sheets, a plurality of conductive mounts, and a plurality of wire clamp components. The conductive sheets are disposed at one surface of the connecting board. The conductive mounts are disposed at the top of the connecting board and connected to the conductive sheets. The wire clamp components are disposed at the respective conductive mounts. Each of the wire clamp components includes a lock member and a clamping piece. The lock member pushes the clamping piece to push against a wire, so that the wire can be firmly positioned with the corresponding conductive mount. Furthermore, the wire clamp connector may be applied to the wall mount component so as to be mounted on a wall and connected to an electronic product.

Abstract: A computer-implemented method is disclosed. In the method, a start position of an item list comprising a plurality of items is determined in response to a session-in event. An end position of the item list is determined in response to a session-out event. The reviewed sub-list and unreviewed sub-list are differently displayed. The reviewed sub-list is at least a part of the item list and comprises items from the start position to the end position in the item list. The unreviewed sub-list comprises items outside the reviewed sub-list.

Abstract: A wire clamp connector includes a connecting board, a plurality of conductive sheets, a plurality of conductive mounts, and a plurality of wire clamp components. The conductive sheets are disposed at one surface of the connecting board. The conductive mounts are disposed at the top of the connecting board and connected to the conductive sheets. The wire clamp components are disposed at the respective conductive mounts. Each of the wire clamp components includes a lock member and a clamping piece. The lock member pushes the clamping piece to push against a wire, so that the wire can be firmly positioned with the corresponding conductive mount. Furthermore, the wire clamp connector may be applied to the wall mount component so as to be mounted on a wall and connected to an electronic product.

Abstract: A first droop mitigation methodology in which the clock frequency applied to a processor's core is reduced from its normal operating value when a droop event capable of causing the first droop in the voltage being delivered to the core is anticipated. The reduced core switching frequency reduces the average core current, thereby mitigating the first droop. The reduced frequency is then gradually increased back to its normal operating value through a multi-step frequency ramp, instead of one fixed step. A pre-determined delay may be applied prior to each frequency increase step. A clock generator in the processor die may be configured to perform such frequency staggering in response to a droop event signal, which may be generated by the operating system or other program code being executed by the processor. The frequency staggering-based first droop mitigation may be predominantly software-based, and can be applied to core power delivery.

Abstract: A nonvolatile memory device includes a bottom electrode on a semiconductor substrate, a data storage layer on the bottom electrode, the data storage layer including a transition metal oxide, and a switching layer provided on a top surface and/or a bottom surface of the data storage layer, wherein a bond energy of material included in the switching layer and oxygen is more than a bond energy of a transition metal in the transition metal oxide and oxygen.

Abstract: Methods, computer systems, and computer-readable storage media for determining that a user of a general search engine has intent to not only view search results in a native language on a general search engine results page, but also to have non-native language learning opportunities presented on the general search engine results page. The non-native language learning opportunities include a set of search results drawn from a non-native language document source and presented in the non-native language. Other opportunities include a non-native language dictionary definition of a received search query, a non-native language translation of the search query, and on-demand translation tools available on the general search engine results page.