Abstract: In an example embodiment, career path information is extracted from user data, the career path information including two or more career path features for each job held by the user, as identified in the career path information. The career path information is concatenated into a single concatenation. The single concatenation is fed into an embedding model trained using a first machine learning algorithm to output one or more embeddings in an n-dimensional space for the single concatenation. These embeddings are then used as input to a model trained by a second machine learning algorithm.

Abstract: The invention discloses a multi-language mixed speech recognition method, which belongs to the technical field of speech recognition; the method comprises: step S1, configuring a multi-language mixed dictionary including a plurality of different languages; step S2, performing training according to the multi-language mixed dictionary and multi-language speech data including a plurality of different languages to form an acoustic recognition model; step S3, performing training according to multi-language text corpus including a plurality of different languages to form a language recognition model; step S4, forming the speech recognition system by using the multi-language mixed dictionary, the acoustic recognition model and the language recognition model; and subsequently, recognizing mixed speech by using the speech recognition system, and outputting a corresponding recognition result.

Abstract: A method for using an advanced software engineering methodology on the design of security checking software for safety-critical distributed storage system consisting of multiple server clusters, wherein the one or more programs is executable by at least one processor of a checking device to make security checking of safety-critical distributed storage system, the method comprising: building statically and dynamically formal model of process of security checking; based on model checking, verifying whether checking software designed according to the model meets the preset safety conditions, in which the safety conditions include featured conditions. This method also provides a symbolized methodology for the running of checking process, after symbolization, the method will prove the safety conditions via specific algorithms.

Abstract: A water storage bottle comprises: a shell, on which is provided with a first opening and a second opening. The shell includes a water bag, disposed in the shell, an inner side of the water bag is connected and in communication with the first opening, and a cavity is formed in the water bag, connected and in communication with the second opening. The water storage bottle is simple to use, easy to install, and low in cost. Air and water in the water bag can be expelled out completely, so no back pressure is produced. As such, space utilization of the water storage bottle is raised, in achieving space saving.

Abstract: A wafer cutting apparatus comprises a wafer positioning device for holding a wafer that is substantially covered with an opaque material such as molding compound and that has an exposed peripheral area, and for displacing the wafer relative to a wafer inspection system comprising a camera having a field of view. To perform visual data acquisition of said dicing street portions, the wafer is displaced such that a center of the camera's field of view follows a path along the exposed peripheral area of the wafer. A processing unit analyzes the visual data acquired for detecting or calculating locations and directions of the dicing streets. A wafer cutting tool cuts the wafer along straight lines between the dicing street portions which have been detected or calculated by the processing unit.

Abstract: Integrated circuits having copper bonding structures with silicon carbon nitride passivation layers and methods for making the same are provided. In an exemplary embodiment, an integrated circuit includes a substrate and a copper bonding structure having a contact surface. The copper bonding structure overlies the substrate. A passivation layer formed of silicon carbon nitride is disposed on the contact surface.

Abstract: The present disclosure provides asynchronous successive approximation register analog-to-digital converter (ASAR ADC) circuits and signal conversion method thereof. An exemplary ASAR AC circuit includes a sample/hold circuit configured to input a first analog signal and output a second analog signal; a digital-to-analog converter circuit configured to output a third analog signal; a first voltage comparison circuit configured to respond to a valid level of a latch signal, and output a first logic level and a second logic level; a first logic circuit configured to respond to a valid level of a flag signal, and identify a comparison result of the first voltage comparison circuit and output the first digit signal; and a pulse generation circuit configured to generate the latch signal and the flag signal with a generation time of the valid levels independently from the first logic level and the second logic level.

Abstract: A wafer cutting apparatus comprises a wafer positioning device for holding a wafer that is substantially covered with an opaque material such as molding compound and that has an exposed peripheral area, and for displacing the wafer relative to a wafer inspection system comprising a camera having a field of view. To perform visual data acquisition of said dicing street portions, the wafer is displaced such that a centre of the camera's field of view follows a path along the exposed peripheral area of the wafer. A processing unit analyses the visual data acquired for detecting or calculating locations and directions of the dicing streets. A wafer cutting tool cuts the wafer along straight lines between the dicing street portions which have been detected or calculated by the processing unit.

Abstract: The present disclosure provides asynchronous successive approximation register analog-to-digital convener (ASAR ADC) circuits and signal conversion method thereof. An exemplary ASAR AC circuit includes a sample/hold circuit configured to input a first analog signal and output a second analog signal; a digital-to-analog converter circuit configured to output a third analog signal; a first voltage comparison circuit configured to respond to a valid level of a latch signal, and output a first logic level and a second logic level; a first logic circuit configured to respond to a valid level of a flag signal, and identify a comparison result of the first voltage comparison circuit and output the first digit signal; and a pulse generation circuit configured to generate the latch signal and the flag signal with a generation time of the valid levels independently from the first logic level and the second logic level.

Abstract: It provides a method for predicting the risk of an adverse pregnancy or neonatal outcome for a pregnant subject by detecting the elevated level of bacteria from one or more selected bacterial taxa (e.g., genera or species). A kit useful for such a method is also provided. In addition, it provides a method for determining the risk of having advanced cervical dilation and/or premature cervical shortening based on differentially abundant bacterial taxa.

Abstract: Integrated circuits having copper bonding structures with silicon carbon nitride passivation layers and methods for making the same are provided. In an exemplary embodiment, an integrated circuit includes a substrate and a copper bonding structure having a contact surface. The copper bonding structure overlies the substrate. A passivation layer formed of silicon carbon nitride is disposed on the contact surface.

Abstract: A pelvic floor treatment apparatus (100) includes a head portion (A) and a body portion (B) connected to the head portion (A) at a first end. The body portion (B) comprises: one or more pressure transducers (D1) located along a length of the body portion (B) and configured to determine pressure at one or more locations within an organ, wherein at least one of the one or more pressure transducers (D1) is selectively movable along the length of the body portion (B); and one or more electrodes (D2) configured to selectively electrically stimulate a location within the organ.

Abstract: Device and method for forming a device are disclosed. A substrate which is prepared with a dielectric layer having a top metal level of the device is provided. The top metal level includes top level conductive lines. A top dielectric layer which includes top via openings in communication with the top level conductive lines is formed over the top metal level. A patterned top conductive layer is formed on the top dielectric layer. The patterned top conductive layer includes a top via in the top via opening and a top conductive line. A first passivation sub-layer is formed to line the patterned conductive layer and exposed top dielectric layer. A plasma treatment is performed on the surface of the first passivation sub-layer to form a nitrided layer. A second passivation sub-layer is formed to line the nitrided layer. The plasma treatment improves the passivation integrity of the passivation stack.

Abstract: Device and method for forming a device are disclosed. A substrate which is prepared with a dielectric layer having a top metal level of the device is provided. The top metal level includes top level conductive lines. A top dielectric layer which includes top via openings in communication with the top level conductive lines is formed over the top metal level. A patterned top conductive layer is formed on the top dielectric layer. The patterned top conductive layer includes a top via in the top via opening and a top conductive line. A first passivation sub-layer is formed to line the patterned conductive layer and exposed top dielectric layer. A plasma treatment is performed on the surface of the first passivation sub-layer to form a nitrided layer. A second passivation sub-layer is formed to line the nitrided layer. The plasma treatment improves the passivation integrity of the passivation stack.

Abstract: Device and method for forming a device are disclosed. A substrate which is prepared with a dielectric layer having a top metal level of the device is provided. The top metal level includes top level conductive lines. A top dielectric layer which includes top via openings in communication with the top level conductive lines is formed over the top metal level. A patterned top conductive layer is formed on the top dielectric layer. The patterned top conductive layer includes a top via in the top via opening and a top conductive line. A first passivation sub-layer is formed to line the patterned conductive layer and exposed top dielectric layer. A plasma treatment is performed on the surface of the first passivation sub-layer to form a nitrided layer. A second passivation sub-layer is formed to line the nitrided layer. The plasma treatment improves the passivation integrity of the passivation stack.

Abstract: A pelvic floor treatment apparatus (100) includes a head portion (A) and a body portion (B) connected to the head portion (A) at a first end. The body portion (B) comprises: one or more pressure transducers (D1) located along a length of the body portion (B) and configured to determine pressure at one or more locations within an organ, wherein at least one of the one or more pressure transducers (D1) is selectively movable along the length of the body portion (B); and one or more electrodes (D2) configured to selectively electrically stimulate a location within the organ.

Abstract: A water flushing device includes a membrane engaged onto a housing, a casing extended in the housing for forming an outer peripheral space between the housing and the casing, a valve device for selectively blocking and opening an opening of the membrane, a barrel mounted to the membrane and engaged in the casing, the membrane includes a stepped orifice having a narrowed and a relatively wider orifice portions for forming an inner peripheral shoulder, a gasket includes an outer peripheral flange engaged into the relatively wider orifice portion of the membrane and includes one or more slots formed in the outer peripheral flange for allowing the water to quickly flow into a sealed upper compartment of the housing.

Abstract: A water flushing device includes a membrane engaged onto an upper portion of a housing for blocking the housing, a casing extended in the housing for forming an outer peripheral space between the housing and the casing, a valve device for selectively blocking and opening an opening of the membrane, and a barrel mounted to the membrane and engaged in the casing and having a passage communicative with the bore of the barrel and the chamber of the casing for allowing the water in the bore of the barrel to flow out through the passage of the barrel and to flow out into the chamber of the casing and for preventing the valve device from being opened by the internal water pressure in the barrel or in the casing.

Abstract: A water flushing device includes a membrane engaged onto a housing, a casing extended in the housing for forming an outer peripheral space between the housing and the casing, a valve device for selectively blocking and opening an opening of the membrane, a barrel mounted to the membrane and engaged in the casing. A gasket is engaged into the membrane and includes an outer peripheral flange for engaging with the membrane and includes one or more slots formed in the outer peripheral flange and extended radially for allowing the water to flow through the slots of the outer peripheral flange of the gasket and to quickly flow into a sealed upper compartment of the housing.

Abstract: A water flushing device includes a membrane engaged onto an upper portion of a housing for blocking the housing, a valve device for selectively blocking or opening a central opening of the membrane, and two or more gaskets selectively engaged into the membrane and having bores of different inner diameters for adjusting the water flushing speed through the membrane and the gaskets and for adjusting the water flushing from an outlet port of the housing to the floor toilet bowl. The membrane includes an inner peripheral rim and an outer peripheral rim each having a blade for reinforcing the membrane, and includes a number of plates engaged in the middle peripheral portion for further reinforcing the membrane.