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Muziekovereenkomstmaatstaven×Audio Fingerprinting×
VakgebiedMusic information retrievalMusic information retrieval
FamilieMachine learningMachine learning
Jaar van ontstaan20012002
GrondleggerBeth LoganJeroen Haitsma
TypeContent-based audio similarityPerceptual audio hashing
Oorspronkelijke bronLogan, 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 ↗
Aliassenmusic distance metric, timbral similarity, content-based similarityrobust hashing, perceptual hashing, music identification
Verwant55
SamenvattingMusic 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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ScholarGateMethoden vergelijken: Music Similarity Measure · Audio Fingerprinting. Geraadpleegd op 2026-06-20 via https://scholargate.app/nl/compare