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Dancing style recommender

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Source
Digital Library of the Czech Technical University in Prague
Keywords
  • Rozpoznávání, Strojové Učení, Analýza Zvuku, Fft, Taneční Styl, Zvuková Nahrávka
  • Classification, Mashine Learning, Musical Analysis, Fft, Dance Style, Music Track
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Abstract

This bachelor thesis deals with the classification of dance styles from music records. The thesis introduces characteristics of ballroom and latin dances, which will be searched in signals of music tracks. A relatively large part of thesis is about audio and music analysis, which contains the definition of FFT, extraction of basics and spectral descriptors and the tempo estimation algorithm. The analysis is followed by a chapter about classification, which focuses on choosing suitable searching classifier and its configuration.

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