Method for determining and recognizing voice intentions based on automatic classification technology

A technology of automatic classification and speech recognition, applied in speech recognition, speech analysis, instruments, etc., can solve the problem of low accuracy of speech recognition, and achieve the effect of reducing interference and reducing the probability of discarding

Inactive Publication Date: 2013-12-25
GUIYANG SHIJIHENGTONG TECH
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  • Summary
  • Abstract
  • Description
  • Claims
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Problems solved by technology

[0003] The technical problem solved by the present invention is: in order to solve the problem of low speech recognition accuracy, the present invention provides a method of speech intention j

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  • Method for determining and recognizing voice intentions based on automatic classification technology
  • Method for determining and recognizing voice intentions based on automatic classification technology
  • Method for determining and recognizing voice intentions based on automatic classification technology

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Embodiment Construction

[0019] In order to better understand the present invention, the present invention will be described in more detail below in conjunction with specific embodiments and accompanying drawings. In the following description, when detailed descriptions of existing prior art may obscure the subject matter of the present invention, such descriptions will be omitted here.

[0020] The voice intent judgment and recognition method based on automatic classification technology can be divided into the following two modules:

[0021] The speech recognition module receives incoming speech information, performs noise reduction and feature extraction processing on the input speech, converts the input speech into a feature sequence, and then uses a hidden Markov continuous speech recognizer for speech recognition to convert the speech feature sequence into Word graph network with confidence;

[0022] The intention classification module receives the information processed by the speech recognition...

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Abstract

The invention discloses a method for determining and recognizing voice intentions based on an automatic classification technology. The method is characterized in that a voice recognition module is firstly adopted to carry out noise reduction and feature extraction processing on input voices, the input voices are converted into feature sequences, a Hidden Markova Model continuous voice recognizer is adopted for voice recognition, and the voice feature sequences are converted into a word-graph network with a confidence coefficient; then an intention classification module is used for converting the word-graph network of the user voices into a spatial vector with a weight, an intention classifier trained well in the intention classification module is used for automatic intention classification, the voices are converted into the intentions, finally the most correct characters are selected according to the character repertoire field corresponding to the intentions, and the high-accuracy voice recognition is formed.

Description

technical field [0001] The invention relates to a voice intention judgment and recognition method based on automatic classification technology, and belongs to the technical field of voice recognition. Background technique [0002] Speech recognition technology is the basic technology for speech intent determination, which realizes the conversion from speech to text. In recent years, speech recognition technology has developed very rapidly, and the recognition ability has been greatly improved. With the rise of the mobile Internet, speech recognition technology has gradually entered the application market and has become another entrance for mobile applications besides text input. However, these applications are all limited to application scenarios in which the user cooperates, and have high requirements on the stability and input quality of the user's voice input. Due to the characteristics of the user's voice, such as loud accent, loud noise, high narrow-band distortion ra...

Claims

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Application Information

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IPC IPC(8): G10L15/08G10L15/00
Inventor 李建洲杨兴荣
Owner GUIYANG SHIJIHENGTONG TECH
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