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All you need to know about MatchboxNet with pytorch

  • MatchboxNet is a flexible architecture for defining custom neural network models.
  • It consists of residual blocks, sub-blocks, and main blocks.
  • The architecture includes Squeeze-and-Excitation (SE) blocks for channel-wise attention.
  • Time-Channel Separable Convolution reduces parameters and computational cost.
  • Overall, MatchboxNet is effective for processing time-series or audio data.

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