Speech data processing method, device and equipment, and storage medium
A technology of voice data and processing methods, applied in the computer field, can solve the problems of low voice segmentation efficiency and accuracy, and achieve the effects of saving manpower, improving processing efficiency, and improving accuracy and efficiency
Pending Publication Date: 2019-04-12
PING AN TECH (SHENZHEN) CO LTD
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In practice, it is necessary to manually analyze the speech to obtain the speech boundary points of every two people, resulting in low efficiency and accuracy of speech segmentation
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[0032] The following will clearly and completely describe the technical solutions in the embodiments of the present invention with reference to the accompanying drawings in the embodiments of the present invention. Obviously, the described embodiments are some of the embodiments of the present invention, but not all of them. Based on the embodiments of the present invention, all other embodiments obtained by persons of ordinary skill in the art without making creative efforts belong to the protection scope of the present invention.
[0033] Based on the problem in the prior art that manual analysis is required to determine the boundary points of voice data, resulting in low efficiency and accuracy of voice segmentation, an embodiment of the present invention provides a method for automatic voice data processing, which can be performed by electronic equipment Execution, the electronic device can refer to equipment such as intelligent terminals, servers, computers or detectors; t...
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The embodiment of the invention discloses a speech data processing method, device and equipment, and a storage medium. The method comprises the following steps: acquiring to-be-processed speech data,wherein the to-be-processed speech data comprise speech data segments of a plurality of objects; processing the to-be-processed speech data according to a preset processing rule to obtain target speech data; partitioning the target speech data to obtain a plurality of speech data segments; inputting the plurality of speech data segments into a speech network model for prediction to obtain a prediction label of each of the speech data segments; determining a boundary point of target speech data according to the prediction label of each of the speech data segments so as to segment the speech data segment of each object from the target speech data according to the boundary point. With the speech data processing method, device and equipment and the storage medium, the boundary point of the speech data can be automatically acquired and the accuracy for acquiring the boundary point of the speech data can be improved.
Description
technical field [0001] The present invention relates to the field of computer technology, in particular to a voice data processing method, device, equipment and storage medium. Background technique [0002] Usually, many speech data received by the call center are mixed with speech fragments of multiple people. At this time, the speech data needs to be segmented (speaker diarization) before further speech analysis can be performed on the target speech fragment. Speech segmentation refers to segmenting each person's speech segment by obtaining the speech boundary points of every two people (the boundary point may refer to a transition point where every two people speak). In practice, it is necessary to manually analyze the speech to obtain the speech boundary points of every two people, resulting in low efficiency and accuracy of speech segmentation. Contents of the invention [0003] Embodiments of the present invention provide a voice data processing method, device, devi...
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IPC IPC(8): G10L15/04G10L15/08H04M3/51
CPCG10L15/04G10L15/08H04M3/5166
Inventor 刘博卿贾雪丽王健宗
Owner PING AN TECH (SHENZHEN) CO LTD