Why is Independent Component Analysis (ICA) primarily used in applications like audio signal processing?

  • It's more computationally efficient
  • It separates mixed sources effectively
  • It requires less data for training
  • It's based on supervised learning
ICA is used in audio signal processing because it can effectively separate mixed sources, making it useful for source separation and blind signal separation tasks.
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