Samsung patents AI music generator that adapts to your listening habits
Samsung describes a system that creates music by combining your personal listening history with specific input prompts. The technology uses an AI model to blend your behavioral data with semantic details to produce a unique audio track tailored to your preferences.
In the filing’s own words
User preference controlled music generation includes generating, by an encoder of a transformer model, a user behavior embedding from user behavior data. Semantic features are generated by a semantic data generation model from a received input. A behavioral semantic embedding is generated by processing the semantic features and the user behavior embedding through a cross-attention encoder. Control features are generated by combining the behavioral semantic embedding with context features generated from context data. A music generation model generates music based on the control features.
What exactly they claim (claim 1)
1. A method, comprising: generating, by an encoder of a transformer model, a user behavior embedding from user behavior data; generating, by a semantic data generation model, semantic features from a received input; generating a behavioral semantic embedding by processing the semantic features and the user behavior embedding through a cross-attention encoder; generating control features by combining the behavioral semantic embedding with context features generated from context data; and generating, by a music generation model, music based on the control features.
Facts
- Company
- Samsung (SAMSUNG ELECTRONICS CO., LTD.)
- Official title
- USER PREFERENCE CONTROLLED MUSIC GENERATION
- Publication number
- US20260321232A1
- Application number
- 19179358
- Filed
- Apr 15, 2025
- Published
- Oct 15, 2026
- Inventors
- 3
- Claims
- 20
Classified under
G10H 1/0025 Physics & computingG10H 2240/105 Physics & computingG10H 2250/311 Physics & computingMore from Samsung in AI & software
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Summaries are simplified from the filing’s own abstract and first claim. A patent filing is not a product announcement.
Patent data and drawings: U.S. Patent and Trademark Office (USPTO). Nebula is not affiliated with or endorsed by the USPTO.