Audio resource processing method and device, equipment and storage medium

Abstract

The invention provides an audio resource processing method and device, equipment and a storage medium, and relates to the technical field of data processing. The method comprises the following steps:performing attribute analysis on an input audio resource by adopting a pre-trained neural network model to obtain an attribute label and an audio feature of the audio resource; and writing the audio resources, the attribute tags and the audio features into a database. According to the method, a plurality of verified audio resource labeling samples are adopted to perform train to obtain a neural network model, the model is adopted to perform attribute analysis on the audio resources; the attribute tag and the audio feature of the audio resource obtained by analysis are higher in accuracy; a database is obtained according to the audio resources, the attribute tags and the audio features; the accuracy of the labels and the characteristics of the audio resources in the database is relatively high, so that when the target audio resources are retrieved in the database according to the input audio resources, the retrieval efficiency is high, the retrieval result is more accurate, and the problems of low label reliability and accuracy caused by manual label setting are avoided.

Description

technical field [0001] The present invention relates to the technical field of data processing, in particular to an audio resource processing method, device, equipment and storage medium. Background technique [0002] Sound is one of the important media for human beings to perceive the world. Well-designed sound can greatly enhance the immersion of film and television and game works. Therefore, in high-quality movies and video games, rich sound resources are an indispensable part, and it has also given birth to the profession of audio designer, which is responsible for sound design, resource creation and editing. Finding reference resources is the first step for all designers to get creative inspiration and start design work. Obviously, an efficient audio management system that can intelligently analyze and understand audio content can greatly improve the work efficiency of audio designers. [0003] In the existing audio management system, the tags of audio resources are m...

AI Technical Summary

Problems solved by technology

[0004] The purpose of the present invention is to provide an audio resource processing method, device, equipment and storage medium to solve the problem of poor accuracy of audio resource processing results in the prior art.

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