Discriminative template learning in group-convolutional networks for invariant speech representations

INTERSPEECH, pp. 3229-3233, 2015.

Cited by: 8|Views38


In the framework of a theory for invariant sensory signal representations, a signature which is invariant and selective for speech sounds can be obtained through projections in template signals and pooling over their transformations under a group. For locally compact groups, e.g., translations, the theory explains the resilience of convol...More



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