Music Genre Classification With Machine Learning Techniques

Karatana A., YILDIZ O.

25th Signal Processing and Communications Applications Conference (SIU), Antalya, Türkiye, 15 - 18 Mayıs 2017, (Tam Metin Bildiri)

  • Yayın Türü: Bildiri / Tam Metin Bildiri
  • Cilt numarası:
  • Doi Numarası: 10.1109/siu.2017.7960694
  • Basıldığı Şehir: Antalya
  • Basıldığı Ülke: Türkiye
  • Anahtar Kelimeler: Music Genre Classification, Machine Learning, Signal Processing, Data Mining, Music Information Retrieval
  • Gazi Üniversitesi Adresli: Evet

Özet

The aim of this work is to predict the genres of songs by using machine learning techniques. For this purpose, feature extraction is done by using signal processing techniques, then machine learning algorithms arc applied with those features to do a multiclass classification for music genres.