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Amprentare audio×Clasificarea Genului Muzical×
DomeniuRegăsirea informației muzicaleRegăsirea informației muzicale
FamilieMachine learningMachine learning
Anul apariției20022002
Autorul originalJeroen HaitsmaGeorge Tzanetakis
TipPerceptual audio hashingAudio feature-based classification
Sursa seminalăHaitsma, J., & Kalker, T. (2002). A highly robust audio fingerprinting system. In Proceedings of the International Symposium 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 ↗
Denumiri alternativerobust hashing, perceptual hashing, music identificationgenre recognition, music categorization, style classification
Înrudite55
RezumatAudio 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.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.
ScholarGateSet de date
  1. v1
  2. 3 Surse
  3. PUBLISHED
  1. v1
  2. 3 Surse
  3. PUBLISHED

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ScholarGateCompară metode: Audio Fingerprinting · Music Genre Classification. Preluat la 2026-06-19 de pe https://scholargate.app/ro/compare