The Nuts and Bolts of Music Source Separation - Machine Learning Techniques for Audio Modeling

The Nuts and Bolts of Music Source Separation - Machine Learning Techniques for Audio Modeling

Data Science Conference via YouTube Direct link

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2 of 14

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The Nuts and Bolts of Music Source Separation - Machine Learning Techniques for Audio Modeling

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  1. 1 Intro
  2. 2 Title
  3. 3 Agenda
  4. 4 Music source operation
  5. 5 Multidisciplinary approach
  6. 6 Modeling audio data
  7. 7 Masking
  8. 8 Waveform models
  9. 9 The best approach
  10. 10 Practical tips
  11. 11 Stateoftheart methods
  12. 12 MobileNet
  13. 13 What can be done
  14. 14 Digital signal processing

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