Abstract: A method includes obtaining a multi-utterance training sample that includes audio data characterizing utterances spoken by two or more different speakers and obtaining ground-truth speaker change intervals indicating time intervals in the audio data where speaker changes among the two or more different speakers occur. The method also includes processing the audio data to generate a sequence of predicted speaker change tokens using a sequence transduction model. For each corresponding predicted speaker change token, the method includes labeling the corresponding predicted speaker change token as correct when the predicted speaker change token overlaps with one of the ground-truth speaker change intervals. The method also includes determining a precision metric of the sequence transduction model based on a number of the predicted speaker change tokens labeled as correct and a total number of the predicted speaker change tokens in the sequence of predicted speaker change tokens.

Abstract: A method for evaluating a verification model includes receiving a first and a second set of verification results where each verification result indicates whether a primary model or an alternative model verifies an identity of a user as a registered user. The method further includes identifying each verification result in the first and second sets that includes a performance metric. The method also includes determining a first score of the primary model based on a number of the verification results identified in the first set that includes the performance metric and determining a second score of the alternative model based on a number of the verification results identified in the second set that includes the performance metric. The method further includes determining whether a verification capability of the alternative model is better than a verification capability of the primary model based on the first score and the second score.

Abstract: The present invention discloses a polymer-metal compound composite ink, a preparation method and application thereof. The composite ink comprises: at least one polymer; at least one metal compound material, the metal compound material being selected from polyoxometalate compounds and nanocrystalline metal oxides; at least one solvent which is used for forming a disperse system in the form of a uniform fluid together with the remaining components in the composite ink. The present invention also discloses a method for preparing the composite ink. The composite ink of the present invention is easily available in raw material, easy to prepare and low in cost, and can be manufactured into a composite thin film by spin-coating, printing or in other ways.

Abstract: The present invention discloses a polymer-metal compound composite ink, a preparation method and application thereof. The composite ink comprises: at least one polymer; at least one metal compound material, the metal compound material being selected from polyoxometalate compounds and nanocrystalline metal oxides; at least one solvent which is used for forming a disperse system in the form of a uniform fluid together with the remaining components in the composite ink. The present invention also discloses a method for preparing the composite ink. The composite ink of the present invention is easily available in raw material, easy to prepare and low in cost, and can be manufactured into a composite thin film by spin-coating, printing or in other ways.

Abstract: A target for a tossing game includes a first primary wall defining a first aperture therethrough, a second primary wall defining a second aperture therethrough, and two sidewalls each extending between the first primary wall and the second primary wall on opposing longitudinal edges of the first primary wall and the second primary wall. The two sidewalls each define converging longitudinal edges, with at least one of the converging longitudinal edges tapered toward the other of the converging longitudinal edges. A first sidewall of the two sidewalls includes an interior panel and an exterior panel, the interior panel is adjacent to and extends from an outer edge of the first primary wall, the exterior panel is adjacent to and extends from an outer edge of the second primary wall over the interior panel, and the target is formed of a single planar piece of material.

Abstract: The disclosure relates to a subassembly for an expandable automation device, which includes a housing which accommodates a central processing unit, a voltage supply, an interface for connecting external input and output modules, and internal input and output modules. The subassembly can include three electronic subassemblies which are each arranged on a separate carrier, a third carrier being arranged between a first carrier and a second carrier. The first carrier can be configured to accommodate the electronic subassembly of the central processing unit, the second carrier can be configured to accommodate the electronic subassembly of the internal input and output modules, and the third carrier can be configured to accommodate the electronic subassembly of the voltage supply and the interface for connecting external input and output modules.

Abstract: The disclosure relates to a subassembly for an expandable automation device, which includes a housing which accommodates a central processing unit, a voltage supply, an interface for connecting external input and output modules, and internal input and output modules. The subassembly can include three electronic subassemblies which are each arranged on a separate carrier, a third carrier being arranged between a first carrier and a second carrier. The first carrier can be configured to accommodate the electronic subassembly of the central processing unit, the second carrier can be configured to accommodate the electronic subassembly of the internal input and output modules, and the third carrier can be configured to accommodate the electronic subassembly of the voltage supply and the interface for connecting external input and output modules.

Abstract: A dielectric material is provided. The dielectric material includes a main composition including a Ba2Ti9O20 having a weight ranged from 50 to 94.9 wt %; a first sub-composition including a GeO2 and an MnCO3 respectively having a weight ranged from 0.01 to 10 wt %; and a second sub-composition including a glass additive composed of a B2O3, a ZnO, a SiO2 and at least one of a CuO, a CaCO3 and a BaCO3, wherein the glass additive has a weight ranged from 5 to 40 wt %.

Abstract: A dielectric material is provided. The dielectric material includes a main composition including a Ba2Ti9O20 having a weight ranged from 50 to 94.9 wt %; a first sub-composition including a GeO2 and an MnCO3 respectively having a weight ranged from 0.01 to 10 wt %; and a second sub-composition including a glass additive composed of a B2O3, a ZnO, a SiO2 and at least one of a CuO, a CaCO3 and a BaCO3, wherein the glass additive has a weight ranged from 5 to 40 wt %.