Voiceprint recognition method and device, equipment, storage medium and program product

Abstract

The invention provides a voiceprint recognition method and device, equipment, a storage medium and a program product, belonging to the fields of big data, voice recognition and the like. According to a specific implementation scheme in the invention, the method comprises the following steps: acquiring a plurality of dialogue audios, wherein each dialogue audio comprises a voice segment of a first speaker and a voice segment of a second speaker; dividing the plurality of dialogue audios into a plurality of groups according to the identity identifiers of the first speakers corresponding to the dialogue audios, wherein each group of dialogue audios correspond to the same first speaker; clustering voiceprints of each voice segment in the target group dialogue audio to obtain a plurality of clustering results; selecting a clustering result containing the largest number of voice segments as a candidate clustering result; and determining voiceprint corresponding to the candidate clustering result as the voiceprint of the first speaker corresponding to the target group dialogue audio. The voiceprint recognition method has the advantages of low labor cost, high voiceprint extraction and recognition efficiency and the like, and the establishment period of a voiceprint library can be shortened.

Description

technical field [0001] The present disclosure relates to the technical field of artificial intelligence, in particular to the fields of big data and speech recognition. Background technique [0002] In related technologies, for the multiple dialogue scenarios involved in the customer service business, in the process of establishing the voiceprint database of customer service and customers, the multiple dialogue audios are usually cut and marked manually, which has high labor costs and low efficiency. And the defect of long construction cycle. Contents of the invention [0003] The present disclosure provides a method, device, equipment, storage medium and program product for voiceprint recognition. [0004] According to an aspect of the present disclosure, a method for voiceprint recognition is provided, including [0005] Acquiring multiple dialogue audios, each dialogue audio respectively includes a voice segment of the first speaker and a voice segment of the second s...

AI Technical Summary

Problems solved by technology

[0002] In related technologies, for the multiple dialogue scenarios involved in the customer service business, in the process of establishing the voiceprint database of customer service and customers, the multiple dialogue audios are usually cut and marked manually, which has high labor costs and low efficiency. And the defect of long library building cycle

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