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音乐分段×节拍跟踪×
领域音乐信息检索音乐信息检索
方法族Machine learningMachine learning
起源年份20012007
提出者Masataka GotoDavid P. Ellis
类型Audio structural analysisAudio signal processing algorithm
开创性文献Goto, M., & Hasegawa, Y. (2001). Automatic transcription of popular music audio. In Proceedings of the Fourth International Conference on Music Information Retrieval. link ↗Ellis, D. P. (2007). Beat tracking by dynamic programming. Journal of New Music Research, 36(1), 51-60. DOI ↗
别名structural segmentation, music structure analysis, section boundary detectionpulse detection, beat detection, metrical analysis
相关55
摘要Music segmentation is the task of dividing a musical recording into distinct structural sections (e.g., verse, chorus, bridge, pre-chorus, outro). Introduced by Goto (2001), it identifies major structural boundaries and labels sections according to musical form. Segmentation is essential for music understanding, audio editing, and composition analysis. It enables higher-level tasks like cover song identification and song structure-aware music generation.Beat tracking is an algorithm for automatically identifying the temporal positions of musical beats in audio recordings. It has been widely studied since the early 2000s, particularly for rhythm analysis and music synchronization applications. The problem is central to music information retrieval and essential for music-aware systems.
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ScholarGate方法对比: Music Segmentation · Beat Tracking. 于 2026-06-18 检索自 https://scholargate.app/zh/compare