Model generation method, audio processing method and device, terminal and storage medium

A technology of model generation and audio, applied in the network field

Inactive Publication Date: 2019-07-05
BEIJING QIYI CENTURY SCI & TECH CO LTD
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  • Summary
  • Abstract
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  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0005] The technical problem to be solved by the embodiments of the present invention is to provide a model generation method, an audio processing method, a device, a terminal, and a computer-readable storage medium, so as to solve the music style problem of music-related video data or audio data stored on a video website. Annotated technical issues

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  • Model generation method, audio processing method and device, terminal and storage medium
  • Model generation method, audio processing method and device, terminal and storage medium
  • Model generation method, audio processing method and device, terminal and storage medium

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Embodiment Construction

[0037] In order to make the above objects, features and advantages of the present invention more comprehensible, the present invention will be further described in detail below in conjunction with the accompanying drawings and specific embodiments.

[0038] see figure 1 , is a flow chart of a model generation method provided by an embodiment of the present invention, specifically including:

[0039] Step 101, mark the sample audio data according to the preset music style tags, and generate marked audio samples;

[0040] In the embodiment of the present invention, the sample audio data is extracted from the audio and video data set stored in the background of the audio and video website, wherein the storage method of the audio and video data set is generally stored in the form of time stamps, such as the first quarter of a year Users freely upload audio and video data, and collect it with official production and uploaded audio and video data, and extract the audio data from th...

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Abstract

The embodiment of the invention provides a model generation method, an audio processing method and device, a terminal and a computer readable storage medium, and the method comprises the steps: carrying out the marking of sample audio data according to a preset music style label, and generating a marked audio sample; cutting the labeled audio sample into a plurality of labeled audio data segmentswith preset lengths; processing each labeled audio data segment into a plurality of labeled sample audio segment feature vectors with preset dimensions, and taking the labeled sample audio segment feature vectors as labeled sample sets; updating the preset music style labels of the annotation sample audio segment feature vectors in the annotation sample set to obtain an annotation sample audio training set; and training the annotated sample audio training set by using a deep learning method to obtain a first music style annotation model. The purpose of inputting the target audio data into thefirst music style labeling model to obtain the music style label is achieved.

Description

technical field [0001] The invention relates to the field of network technology, in particular to a model generating method, an audio processing method, a terminal and a computer-readable storage medium. Background technique [0002] With the popularity and development of video or audio networks, many video and audio websites have sprung up to facilitate users to search for interesting videos or audios on video or audio websites, greatly enriching users' lives. [0003] At present, a large amount of user-made or officially produced audio and video data stored on video or audio websites is available for users to use. Among them, the function of recommending audio and video to users according to the music style of the audio and video data has a great demand. However, in the prior art, music style labeling of audio and video websites is often done manually, which is inefficient and expensive. [0004] Therefore, how to efficiently and accurately mark the music style of the aud...

Claims

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Application Information

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Patent Type & Authority Applications(China)
IPC IPC(8): G06F16/635G06F16/65
Inventor 贾少勇
Owner BEIJING QIYI CENTURY SCI & TECH CO LTD
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