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Audio file retrieving method and system as well as audio file type identification method and system

An audio file and type recognition technology, applied in speech recognition, speech analysis, special data processing applications, etc., can solve the problems of labor-intensive, inability to retrieve audio files, low efficiency, etc., and achieve the effect of improving efficiency

Active Publication Date: 2012-03-14
TENCENT TECH (SHENZHEN) CO LTD
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  • Summary
  • Abstract
  • Description
  • Claims
  • Application Information

AI Technical Summary

Problems solved by technology

[0004] First of all, when the user does not know the attribute characteristics such as the name of the audio file and the name of the singer, but can only hum the tune, the existing audio retrieval system cannot retrieve the corresponding audio file according to the tune.
[0005] Furthermore, when the user does not want to find a certain audio file, but wants to find an audio file that can express a certain artistic conception, the existing audio retrieval system cannot retrieve the corresponding audio file.
[0006] In addition, if a manual method is used to identify the artistic conception type for all audio files, it will consume a lot of manpower and the efficiency is low

Method used

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  • Audio file retrieving method and system as well as audio file type identification method and system
  • Audio file retrieving method and system as well as audio file type identification method and system
  • Audio file retrieving method and system as well as audio file type identification method and system

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Embodiment Construction

[0044] figure 1 It is a flowchart of the audio file retrieval method provided by the present invention.

[0045] Such as figure 1 As shown, the method includes:

[0046] Step 101: Predetermine the cepstrum frequency MFCC coefficient and the pitch coefficient of each audio file in the audio file library.

[0047] Step 102: Extract the cepstrum frequency MFCC coefficient and the pitch coefficient of the pitch feature of the audio file to be retrieved.

[0048] Step 103: Match the cepstrum frequency MFCC coefficient and the melody characteristic Pitch coefficient of the audio file to be retrieved with the cepstrum frequency MFCC coefficient and melody characteristic Pitch coefficient of each audio file in the audio file library.

[0049] Step 104: Retrieve the audio file from the audio file library according to the matching result.

[0050] Among them, the Mel cepstrum frequency coefficient (MFCC) is proposed based on the auditory characteristics of the human ear. It uses a non-linear frequ...

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Abstract

The invention provides an audio file retrieving method and an audio file retrieving system as well as an audio file type identification method and an audio file type identification system. The audio file retrieving method comprises the following steps of: pre-determining the Mel frequency ceptral coefficient (MFCC) and / or the melody feature Pitch coefficient of each audio file in an audio file bank; extracting the MFCC and / or the melody feature Pitch coefficient of the audio file to be retrieved; matching the MFCC and / or the melody feature Pitch coefficient of the audio file to be retrieved with the MFCC and / or the melody feature Pitch coefficient of each audio file in the audio file bank; and retrieving the audio files from the audio file bank according to the matching results. When the methods and the systems are applied, the audio files can be retrieved according to the melody, or the audio file in a certain type can be retrieved, or the efficiency for identifying the types of the audio files is improved.

Description

Technical field [0001] The invention relates to the technical field of audio file retrieval, in particular to an audio file retrieval method and system, and an audio file type identification method and system. Background technique [0002] The core task of audio file retrieval is to retrieve audio files that meet user needs based on the audio file library. [0003] At present, the audio file retrieval system can only retrieve audio files based on the audio file name, singer name and other attributes of the audio file provided by the user. This method has the following disadvantages: [0004] First, when the user does not know the attributes and characteristics of the audio file, such as the name of the singer, and can only hum a tune, the existing audio retrieval system cannot retrieve the corresponding audio file according to the tune. [0005] Furthermore, when the user is not looking for a certain audio file, but for an audio file that can express a certain mood, the existing audio...

Claims

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Application Information

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IPC IPC(8): G06F17/30G10L15/26
Inventor 肖力豪
Owner TENCENT TECH (SHENZHEN) CO LTD