Deep Learning System

A Deep Learning System is a learning system (that applies a deep learning algorithm to solve a deep learning task.

• Context:
  • It can (typically) be a Deep Neural Network Learning Algorithm.
  • …
• Example(s):
  • Text-to-speech synthesis (Fan et al., 2014)
  • Language identification (Gonzalez-Dominguez et al., 2014)
  • Large vocabulary speech recognition (Sak et al., 2014)
  • Prosody contour prediction (Fernandez et al., 2014)
  • Medium vocabulary speech recognition (Geiger et al., 2014)
  • English to French translation (Sutskever et al., 2014)
  • Audio onset detection (Marchi et al., 2014)
  • Social signal classification (Brueckner & Schulter, 2014)
  • Arabic handwriting recognition (Bluche et al., 2014)
  • TIMIT phoneme recognition (Graves et al., 2013)
  • Optical character recognition (Breuel et al., 2013)
  • Image caption generation (Vinyals et al., 2014)
  • Video to textual description (Donahue et al., 2014).
  • …
• Counter-Example(s):
  • a Shallow Learning System.
• See: Data-Driven Computer Vision or Data-Driven Speech Recognition.

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