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Сегментиране на музика×Класификация на музикални жанрове×
ОбластИзвличане на музикална информацияИзвличане на музикална информация
СемействоMachine learningMachine learning
Година на възникване20012002
СъздателMasataka GotoGeorge Tzanetakis
ТипAudio structural analysisAudio feature-based classification
Основополагащ източникGoto, M., & Hasegawa, Y. (2001). Automatic transcription of popular music audio. In Proceedings of the Fourth International Conference on Music Information Retrieval. link ↗Tzanetakis, G., & Cook, P. (2002). Musical genre classification of audio signals. IEEE Transactions on Speech and Audio Processing, 10(5), 293-302. DOI ↗
Други названияstructural segmentation, music structure analysis, section boundary detectiongenre recognition, music categorization, style classification
Свързани55
РезюмеMusic 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.Music genre classification is the task of automatically assigning genre labels (rock, jazz, classical, pop, etc.) to audio recordings. Introduced formally by Tzanetakis and Cook (2002), it is one of the earliest and most studied music information retrieval problems. It remains critical for music discovery, recommendation systems, digital library organization, and music streaming services. Modern systems achieve high accuracy on standard datasets using deep learning.
ScholarGateНабор от данни
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  2. 3 Източници
  3. PUBLISHED
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  3. PUBLISHED

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ScholarGateСравнение на методи: Music Segmentation · Music Genre Classification. Извлечено на 2026-06-19 от https://scholargate.app/bg/compare