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Sponsored Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt Design Multi-Agent AI Systems Using MCP and A2A: Engineer your own Pyt

Author

Xavier Lizarraga-Seijas

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Review Aug 2026

AllMusicCaps: Album Reviews as Complementary Supervision for Music CLAP

Recent open text-audio contrastive models (CLAPs) are typically trained with LLM-generated captions derived from tag datasets or web search results, which tend to be accurate but expressively narrow. As a complementary source, we explore human-written album reviews, specifically expert reviews from AllMusic: they exist...

Pablo Alonso-Jiménez, Xavier Lizarraga-Seijas, Xavier Serra et al. · 0 citations

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