语音质量检测方法和相关方法、装置、设备和存储介质

By extracting acoustic features of speech and referencing a dictionary, identifying phoneme probabilities and candidate pronunciation paths, and calculating pronunciation quality indicators, the problem of low accuracy in pronunciation quality detection during speech recognition is solved, achieving higher detection accuracy.

CN117912450BActive Publication Date: 2026-07-17IFLYTEK CO LTD

Patent Information

Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
IFLYTEK CO LTD
Filing Date
2024-01-09
Publication Date
2026-07-17

AI Technical Summary

Technical Problem

In existing technologies, the accuracy of target speech pronunciation quality detection is low due to the influence of reference context and the relationship between the preceding and following text during the speech recognition process.

Method used

By extracting the acoustic features of the target speech, phoneme probabilities and text recognition are based on the acoustic features. Candidate pronunciation paths are obtained by combining the reference dictionary. The detection values ​​of pronunciation quality indicators are calculated using the phoneme probabilities of audio frames and candidate pronunciation paths, providing reference information on the standard and actual pronunciation of the target speech.

Benefits of technology

It improves the accuracy of target speech pronunciation quality detection, especially in the absence of reference text, and can more accurately assess the pronunciation quality of speech.

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Abstract

本申请公开了一种语音质量检测方法和相关方法、装置、设备和存储介质。该方法包括:提取目标语音的声学特征;基于声学特征进行识别,得到目标语音中各音频帧的音素概率和目标语音的识别文本;基于参考词典,获取识别文本中各个字符的音素发音,并基于识别文本中各个字符的音素发音,得到若干候选发音路径;其中,若干候选发音路径上各音素形成候选音素序列;基于音频帧的音素概率和若干候选发音路径,得到目标语音关于至少一种发音质量指标的检测值。上述方案,能够提高对目标语音发音质量检测的准确度。
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