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Electronic apparatus and control method thereof

A technology of electronic equipment and control methods, applied in neural learning methods, electro-acoustic musical instruments, electrical digital data processing, etc., can solve the problem of audio signal sound that is difficult to verify by eyes, it is difficult to intuitively apply neural networks, and the research on audio signal processing is insufficient And other issues

Pending Publication Date: 2021-04-23
SAMSUNG ELECTRONICS CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

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Problems solved by technology

However, the current neural network technology mainly focuses on image processing, and the research on audio signal processing is not sufficient
In particular, unlike images, the sound of audio signals is difficult to verify by eye, and it is difficult to apply neural network techniques intuitively

Method used

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  • Electronic apparatus and control method thereof
  • Electronic apparatus and control method thereof
  • Electronic apparatus and control method thereof

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Embodiment Construction

[0037] Various modifications can be made to the exemplary embodiments of the present disclosure. Accordingly, specific exemplary embodiments are shown in the drawings and described in detail in the detailed description. However, it should be understood that the present disclosure is not limited to specific exemplary embodiments, but includes all modifications, equivalents, and substitutions without departing from the scope and spirit of the present disclosure. Also, well-known functions or constructions are not described in detail since they would obscure the disclosure with unnecessary detail.

[0038] Terms used to describe the embodiments of the present disclosure are currently widely used general terms selected in consideration of their functions. However, terms may be changed according to intentions of those skilled in the art, legal or technical interpretations, appearance of new technologies, and the like. Also, in some cases, some terms may be arbitrarily selected, a...

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Abstract

Disclosed are an electronic apparatus and a control method thereof. The electronic apparatus includes a memory configured to store a first artificial intelligence model; and a processor connected to the memory and configured to: based on receiving an input audio signal, obtain an input frequency spectrum image representing a frequency spectrum of the input audio signal, input the input frequency spectrum image to the first artificial intelligence model, obtain an output frequency spectrum image from the first artificial intelligence model, obtain an output audio signal based on the output frequency spectrum image, wherein the first artificial intelligence model is trained based on a target learning image, and wherein the target learning image represents a target frequency spectrum of a specific style, and is obtained from a second artificial intelligence model based on a random value.

Description

[0001] This application is based upon and claims the benefit of priority from Korean Patent Application No. 10-2019-0132439 filed with the Korean Intellectual Property Office on October 23, 2019, the disclosure of which is hereby incorporated by reference in its entirety. technical field [0002] The present disclosure relates to an electronic device and a control method thereof, and more particularly, to an electronic device for processing audio signals using an artificial intelligence model and a control method thereof. Background technique [0003] Electronic devices may provide various experiences by using neural network technology such as deep learning. In particular, functions such as segmentation, super-resolution, HDR, etc. are being improved by using neural network technology. However, the current neural network technology mainly focuses on image processing, and the research on audio signal processing is not enough. In particular, unlike images, the sound of audio ...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G10L25/30G10L25/18G06K9/62G06N3/04G06N3/08G06N20/00
CPCG06N3/088G10H2210/031G10H1/00G06N3/047G06N3/045G10L25/30G10L25/18G10L21/10G06N3/0464G06F3/167G06F3/165G06N3/04
Inventor 阿南特·拜贾尔张正禄
Owner SAMSUNG ELECTRONICS CO LTD