A Deep Neural Network for Acoustic-Articulatory Speech Inversion

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• Finished

  Deep Learning for Speech Recognition

  Murray, I. (Principal Investigator) & Renals, S. (Co-investigator)

  UK industry, commerce and public corporations

  1/10/11 → 31/03/15

  Project: Research

  • Root-Mean-Square Error 100%
  • Artificial Neural Network 50%
  • Neural Network 50%
  • Acoustic Feature 50%
  • Synthetic Speech Quality 16%

• ULTRAX: Ultrax: Real-time tongue tracking for speech therapy using ultrasound

  Richmond, K. (Principal Investigator), Renals, S. (Co-investigator), Cleland, J. (Co-Investigator (External)) & Scobbie, J. M. (Co-Investigator (External))

  EPSRC

  1/02/11 → 31/07/14

  Project: Research

  • Tongue 100%
  • Magnetic Resonance Imaging 91%
  • Vocal Tract 68%
  • Corpus 68%
  • Speaker 51%