How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging

  • Authors
  • Ferraro A, Bogdanov D, Serra X, Jeon JH, Yoon J
  • UPF authors
  • SERRA CASALS, FRANCESC XAVIER; FERRARO ., ANDRES; BOGDANOV ., DMITRY;
  • Authors of the book
  • Heusdens R, Richard C
  • Book title
  • Proceedings 28th European Signal Processing Conference (EUSIPCO 2020)
  • Publisher
  • European Association for Signal Processing (EURASIP)
  • Publication year
  • 2020
  • Pages
  • 131-135
  • ISBN
  • 978-9-0827-9705-3
  • Abstract
  • results of this study can serve researchers and practitioners in their trade-off decision between accuracy of the models, data storage size and training and inference times.
  • Complete citation
  • Ferraro A, Bogdanov D, Serra X, Jeon JH, Yoon J. How Low Can You Go? Reducing Frequency and Time Resolution in Current CNN Architectures for Music Auto-tagging. In: Heusdens R, Richard C. Proceedings 28th European Signal Processing Conference (EUSIPCO 2020). 1 ed. Amsterdam: European Association for Signal Processing (EURASIP); 2020. p. 131-135.