Music relevance model training method, music search method, and device

By using a large language model to label the relevance of music samples, and combining user interaction data and manually labeled data, a multi-sample set training music relevance model is constructed, which solves the problem of low efficiency of manual labeling and improves the accuracy and stability of the model.

CN118069883BActive Publication Date: 2026-07-10BEIJING ZITIAO NETWORK TECH CO LTD
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Patent Information

Application Number
CN202410108780.5
Authority / Receiving Office
CN · China
Patent Type
Patents(China)
Current Assignee / Owner
Filing Date
2024-01-25
Publication Date
2026-07-10
Estimated Expiration
2044-01-25

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Abstract

Embodiments of the present application provide a music relevance model training method, a music search method and equipment, which sequentially use a first sample set, a second sample set and a third sample set to train a music relevance model, wherein the first music samples in the first sample set are generated according to user interaction data on a music document corresponding to a search term, the relevance labels of the second music samples in the second sample set are annotated by a large language model, and the relevance labels of the third music samples in the third sample set are manually annotated. The second sample set is obtained by annotating the relevance of the original music samples by the large language model, which is more efficient than manual annotation, so that the training samples can be quickly and efficiently obtained. The relevance is annotated by the large language model, which increases the number of training samples, thereby improving the performance of the music relevance model obtained by training.
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