Meet LP-MusicCaps: A Tag-to-Pseudo Caption Generation Approach with Large Language Models to Address the Data Scarcity Issue in Automatic Music Captioning

Music caption generation involves music information retrieval by generating natural language descriptions of a given music track. The captions generated are textual descriptions of sentences, distinguishing the task from other music semantic understanding tasks such as music tagging. These models generally use an encoder-decoder framework. There has been a significant increase in research on music […]

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ai shorts applications artificial intelligence captioning captions data editors pick generated information issue language language model language models large language large language model large language models machine learning music natural natural language retrieval semantic staff tagging tech news technology textual understanding