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· 2013

Deep convolutional neural networks for LVCSR

Tara N. Sainath, Abdelrahman Mohamed, Brian Kingsbury, Bhuvana Ramabhadran

Short summary

Deep convolutional neural networks (CNNs) achieve 13-30% relative improvement over GMMs and 4-12% over DNNs for large vocabulary continuous speech recognition (LVCSR) tasks.

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Field: Signal Processing

Signal ProcessingComputer Science