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cold-start recommendation

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DataFunTalk
DataFunTalk
Jun 30, 2024 · Artificial Intelligence

Application and Exploration of Large Audio Representation Models for Cold-Start Songs in QQ Music

This article presents a technical overview of how large‑scale audio representation models are fine‑tuned with I2I co‑occurrence and U2I interaction data to improve cold‑start song recommendation on QQ Music, describing the challenges, methodology, deployment scenarios, and experimental results.

I2I fine-tuningU2I fine-tuningaudio representation
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Application and Exploration of Large Audio Representation Models for Cold-Start Songs in QQ Music