Spotify Removes 50 Million AI Spam Songs and Rewrites Recommendations
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Spotify has removed more than 50 million songs classified as AI-generated spam from its platform over the past year and overhauled its recommendation system to prioritize human-created music. The changes mark a direct response to the flood of low-quality AI-generated tracks clogging the service. The company identifies spam using a combination of listener engagement signals, user feedback, upload patterns, metadata analysis, and third-party AI detection tools. It also plans to introduce an AI Persona badge for legitimate AI-assisted artists that will prevent such tracks from being recommended. Spotify additionally partnered with Universal Music Group and Believe to develop an AI music remix tool, attempting to steer AI capabilities toward creative uses rather than outright bans.
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- The Verge · AISpotify 移除 5000 万首 AI 垃圾歌曲，调整推荐系统突出人类艺术家
Spotify 宣布过去一年移除了超过 5000 万首被认定为 AI 生成垃圾或垃圾的歌曲，并修改推荐系统以更突出人类艺术家的作品。公司还推出了 AI Persona 徽章用于标识使用 AI 身份但不代表真实人物的艺术家，且不会推荐此类音乐。Spotify 使用听众参与度、反馈、上传模式、元数据和第三方 AI 检测工具判断垃圾歌曲，与环球音乐集团和 Believe 合作推出 AI 音乐混音工具。
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