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HọMachine learningMachine learning
Năm ra đời20012002
Người khởi xướngBeth LoganJeroen Haitsma
LoạiContent-based audio similarityPerceptual audio hashing
Công trình gốcLogan, B., & Salomon, A. (2001). A music similarity function based on song structure. In Proceedings of the International Conference on Music Information Retrieval. link ↗Haitsma, J., & Kalker, T. (2002). A highly robust audio fingerprinting system. In Proceedings of the International Symposium on Music Information Retrieval. link ↗
Tên gọi khácmusic distance metric, timbral similarity, content-based similarityrobust hashing, perceptual hashing, music identification
Liên quan55
Tóm tắtMusic similarity measures are computational methods for assessing how musically related two audio recordings are. Introduced by Logan (2001), similarity measures enable content-based music recommendation, playlist generation, and music discovery. Unlike fingerprinting, which identifies the same song, similarity measures gauge stylistic, timbral, and structural resemblance between different songs. Measures can be acoustic (comparing spectral features), high-level (genre, mood), or hybrid.Audio fingerprinting is a technique for creating a compact, robust identifier (fingerprint) for audio recordings that uniquely represents the content while being tolerant to modifications such as compression, noise, or time-shifting. Introduced by Haitsma and Kalker (2002), it underlies music identification services like Shazam and is critical for copyright enforcement, music matching, and library deduplication. A fingerprint is not a waveform hash; it captures perceptual content and remains stable across reasonable audio alterations.
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ScholarGateSo sánh phương pháp: Music Similarity Measure · Audio Fingerprinting. Truy cập ngày 2026-06-20 từ https://scholargate.app/vi/compare