Method and apparatus for training speech spectrum generation model, and electronic device

    公开(公告)号:US11488578B2

    公开(公告)日:2022-11-01

    申请号:US17205121

    申请日:2021-03-18

    Abstract: The present application discloses a method and an apparatus for training a speech spectrum generation model, as well as an electronic device, and relates to the technical field of speech synthesis and deep learning. A specific implementation is as follows: inputting a first text sequence into the speech spectrum generation model to generate an analog spectrum sequence corresponding to the first text sequence, and obtain a first loss value of the analog spectrum sequence according to a preset loss function; inputting the analog spectrum sequence corresponding to the first text sequence into an adversarial loss function model, which is a generative adversarial network model, to obtain a second loss value of the analog spectrum sequence; and training the speech spectrum generation model based on the first loss value and the second loss value.

    Method and apparatus for evaluating a matching degree of multi-domain information based on artificial intelligence, device and medium

    公开(公告)号:US11481656B2

    公开(公告)日:2022-10-25

    申请号:US16008559

    申请日:2018-06-14

    Abstract: The present disclosure provides a method and apparatus for evaluating a matching degree of multi-domain information based on artificial intelligence, a device and a medium. The method comprises: respectively obtaining valid words in a query, and valid words in each information domain in at least two information domains in a to-be-queried document; respectively obtaining word expressions of valid words in the query and word expressions of valid words in said each information domain in at least two information domains in the to-be-queried document; based on the word expressions, respectively obtaining context-based word expressions of valid words in the query and context-based word expressions of valid words in said each information domain; generating matching features corresponding to said each information domain according to the obtained information; determining a matching degree score between the query and the to-be-queried document according to the matching features corresponding to said each information domain.

    Method, apparatus, device and storage medium for managing access request

    公开(公告)号:US11474712B2

    公开(公告)日:2022-10-18

    申请号:US16707393

    申请日:2019-12-09

    Inventor: Lin Li Yu Zhang

    Abstract: A method, an apparatus, a device, and a storage medium for managing an access request are provided. The method includes acquiring a group of access requests for performing data access to a storage device in a computing system, the group of access requests indicating access operations for a group of addresses in the storage device respectively; arranging an order of the group of addresses based on address ranges of the addresses of the group of addresses in the storage device; generating a merged request based on at least one part of the access requests with consecutive addresses among the group of access requests with the arranged addresses; and executing a data access operation on the storage device based on the merged request, the method being implemented in a driver of the storage device, and the driver being implemented in a user state of the computing system.

    Filter debugging method, device, electronic apparatus and readable storage medium

    公开(公告)号:US11469975B2

    公开(公告)日:2022-10-11

    申请号:US17207571

    申请日:2021-03-19

    Abstract: A filter debugging method, a device, an electronic apparatus and a readable storage medium are provided. The filter debugging method includes: step S1: inputting a current hole parameter and a current index value of a filter into a policy network which is pre-trained; step S2: determining, by the policy network, a target hole to be polished of the filter, according to the current hole parameter and the current index value of the filter; step S3: controlling a mechanical arm to polish the target hole of the filter; and step S4: determining whether the filter is qualified according to an index value of the polished filter; in a case that the filter is qualified, ending a process including the steps S1 to S4; in a case that the filter is unqualified, performing the steps S1 to S4 circularly until the filter is qualified.

    Method, device, and storage medium for obtaining document layout

    公开(公告)号:US11462039B2

    公开(公告)日:2022-10-04

    申请号:US17129531

    申请日:2020-12-21

    Abstract: The disclosure may provide a method for obtaining a document layout, an electronic device, and a storage medium. The method may include: obtaining a plurality of characters and character information of each of the plurality of characters in a target document; generating a character fully-connected graph based on the plurality of characters and the character information of each of the plurality of characters; obtaining a spatial semantic feature of each of the plurality of characters; generating types of character vertices based on the character information of each of the plurality of characters; generating types of edges based on the spatial semantic feature of each of the plurality of characters, and the character information of each of the plurality of characters; and obtaining a document layout of the target document based on the types of the character vertices and the types of the edges.

    Method and apparatus for inspecting burrs of electrode slice

    公开(公告)号:US11461995B2

    公开(公告)日:2022-10-04

    申请号:US16683766

    申请日:2019-11-14

    Abstract: Embodiments of the present disclosure provides a method and apparatus for inspecting burrs of an electrode slice. The method may include: acquiring a to-be-inspected electrode slice image; and inputting the to-be-inspected electrode slice image into a pre-trained burr instance segmentation model to obtain inspection result for characterizing whether the electrode slice displayed in the to-be-inspected electrode slice image has burrs and contour of the burrs, where the burr instance segmentation model is used to characterize the corresponding relationship between the electrode slice image and the inspection result and contour information. The method may further include: and outputting, in response to the inspection result for characterizing that the electrode slice displayed in the to-be-inspected electrode slice image has burrs, prompt information for characterizing that the electrode slice displayed in the to-be-inspected electrode slice image has burrs.

    METHOD AND APPARATUS FOR ADAPTING DEEP LEARNING MODEL, AND ELECTRONIC DEVICE

    公开(公告)号:US20220309395A1

    公开(公告)日:2022-09-29

    申请号:US17604670

    申请日:2020-09-16

    Abstract: The present disclosure discloses a method and an apparatus for adapting a deep learning model, an electronic device and a medium, which relates to technology fields of artificial intelligence, deep learning, and cloud computing. The specific implementation plan is: obtaining model information of an original deep learning model and hardware information of a target hardware to be adapted; querying a conversion path table according to the model information and the hardware information to obtain a matched target conversion path; and converting, according to the target conversion path, the original deep learning model to an intermediate deep learning model in the conversion path, and converting the intermediate deep learning model to the target deep learning model. Therefore, the deep learning model conversion is performed based on the model conversion path determined by the model information of the original deep learning model and the hardware information of the target hardware, which realizes converting any type of original deep learning model into the target deep learning model adapted to any target hardware, and solves the problem that the deep learning model is difficult to be applied to different hardware terminals.

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