Speech recognition method, device, equipment and storage medium
A speech recognition and recognition technology, applied in the field of data recognition, can solve problems such as inaccurate recognition, achieve accurate recognition results and improve accuracy
Active Publication Date: 2021-11-26
BEIJING CENTURY TAL EDUCATION TECH CO LTD
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Problems solved by technology
At present, the existing speech recognition model can no longer meet people's needs for speech recognition. For example, in the process of processing speech recognition in which Chinese and English are mixed, using the existing speech recognition model may have the problem of inaccurate recognition
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[0027] Embodiments of the present disclosure will be described in more detail below with reference to the accompanying drawings. Although certain embodiments of the present disclosure are shown in the drawings, it should be understood that the disclosure may be embodied in various forms and should not be construed as limited to the embodiments set forth herein; A more thorough and complete understanding of the present disclosure. It should be understood that the drawings and embodiments of the present disclosure are for exemplary purposes only, and are not intended to limit the protection scope of the present disclosure.
[0028] It should be understood that the various steps described in the method implementations of the present disclosure may be executed in different orders, and / or executed in parallel. Additionally, method embodiments may include additional steps and / or omit performing illustrated steps. The scope of the present disclosure is not limited in this respect. ...
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The present disclosure provides a speech recognition method, device, device and storage medium. The method includes: first, acquiring speech data to be recognized, and acquiring an International Phonetic Alphabet IPA sequence corresponding to the speech data to be recognized based on a first model, wherein the first model Obtained by training based on the first training sample set, the first training sample set includes the correspondence between the speech data samples and the IPA sequence samples; then, based on the second model to obtain the text data corresponding to the IPA sequence, wherein the second model is Based on the training obtained from the second training sample set, the second training sample set includes the correspondence between the IPA sequence samples and the text data samples; further, the text data corresponding to the IPA sequence is determined as the recognition result corresponding to the speech data to be recognized. The embodiments of the present disclosure can improve the accuracy of speech recognition.
Description
technical field [0001] The present disclosure relates to the field of data recognition, in particular to a voice recognition method, device, equipment and storage medium. Background technique [0002] With the continuous development of information technology, speech recognition technology is used in more and more fields, and people's demand for speech recognition is also getting higher and higher. At present, existing speech recognition models can no longer meet people's needs for speech recognition. For example, in the process of processing speech recognition in which Chinese and English are mixed, using the existing speech recognition model may have the problem of inaccurate recognition. [0003] Therefore, how to improve the accuracy of speech recognition and meet people's needs for speech recognition is a technical problem that needs to be solved urgently. Contents of the invention [0004] In order to solve the above-mentioned technical problems or at least partly so...
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IPC IPC(8): G10L15/06G10L15/26
CPCG10L15/063G10L15/26
Inventor 李成飞白锦峰
Owner BEIJING CENTURY TAL EDUCATION TECH CO LTD