Abstract: A system, method, and computer-program product includes constructing a transcript adaptation training data corpus that includes a plurality of transcript normalization training data samples, wherein each of the plurality of transcript normalization training data samples includes: a predicted audio transcript that includes at least one numerical expression, an adapted audio transcript that includes an alphabetic representation of the at least one numerical expression, and a transcript normalization identifier that, when applied to a model input comprising a target audio transcript, defines a text-to-text transformation objective causing a numeric-to-alphabetic expression machine learning model to predict an alphabetic-equivalent audio transcript that represents each numerical expression included in the target audio transcript in one or more alphabetic tokens; configuring the numeric-to-alphabetic expression machine learning model based on a training of a machine learning text-to-text transformer model using th

Abstract: A system, method, and computer-program product includes constructing a transcript correction training data corpus that includes a plurality of labeled audio transcription training data samples, wherein each of the plurality of labeled audio transcription training data samples includes: an incorrect audio transcription of a target piece of audio data; a correct audio transcription of the target piece of audio data; and a transcript correction identifier that, when applied to a model input that includes a likely incorrect audio transcript, defines a text-to-text transformation objective causing an audio transcript correction machine learning model to predict a corrected audio transcript based on the likely incorrect audio transcript; configuring the audio transcript correction machine learning model based on a training of a machine learning text-to-text transformer model using the transcript correction training data corpus; and executing the audio transcript correction machine learning model within a speech-to-

Abstract: Provided are a photoelectric outer cover component for a vehicle and a method for manufacturing the same, which relate to the technical field of photoelectric hybrid vehicles. The outer cover component is formed by laminating and bonding a skin, a solar cell module, a front film and so on. The outer cover component is molded as a whole to fit with the molding of other components of a frame, and the outer cover component is thin in thickness, small in weight and high in reliability.

Abstract: The disclosure provides a solar cell module, a method for preparing the solar cell module, and a vehicle having the solar cell module. The solar cell module comprises an upper encapsulation layer having a predefined curved surface shape, a solar cell pack, an adhesive film, and at least one lower encapsulation back plate. A number of the lower encapsulation back plate is determined according to a radius of curvature of the curved surface shape; and the solar cell pack is placed between the upper encapsulation layer and the at least one lower encapsulation back plate through the adhesive film according to the curved surface shape, and a placement area of the at least one lower encapsulation back plate is not greater than a surface area of the upper encapsulation layer. Therefore, the solar cell module can be placed on the curved surface having a small radius of curvature.

Abstract: A portable solar charger includes: a charger body (1) formed by a first flexible protection film layer (31) through packaging; a thin-film solar cell assembly (2) fixedly arranged on an inner surface of the expanded charger body (1); a power output device (4) and a wire (5). A second flexible protection film layer (32) is packaged on the thin-film solar cell assembly (2). A third flexible protection film layer is packaged on the remaining area of the inner surface of the expanded charger body (1) other than the area occupied by the thin-film solar cell assembly (2). The power output device (4) is configured to output electric energy converted by the thin-film solar cell assembly (2). The wire (5) is configured to connect the thin-film solar cell assembly (2) to the power output device (4).

Abstract: A foldable solar battery pack includes: a foldable pack body capable of being expanded into a rectangular shape, and formed by a first flexible protection film layer through packaging; a thin-film solar cell assembly including at least one thin-film solar cell arranged along a lengthwise direction of an inner surface of the expanded foldable pack body, wherein a gap is present between any two adjacent thin-film solar cells and forms a fold line; and a power output device and a wire; wherein a second flexible protection film layer is packaged on the thin-film solar cell assembly, and includes, sequentially and from the top to the bottom, an upper surface layer and an adhesive bonding layer; a third flexible protection film layer is packaged in the remaining area on the inner surface of the expanded foldable pack body other than the area taken up by the thin-film solar cell assembly.