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Acoustic-to-articulatory inversion using real-time MRI

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speech2mri

Keras implementation of Csapó T.G., ,,Speaker dependent acoustic-to-articulatory inversion using real-time MRI of the vocal tract'', accepted at Interspeech 2020, arXiv:2008.02098

USC-TIMIT database at: https://sail.usc.edu/span/usc-timit/

Pretrained models and generated video samples (Jan 29, 2020) at https://simonyi-my.sharepoint.com/:f:/g/personal/csapszi_sch_bme_hu/Eu25AI1rYftLgeLRwU4Y6WkBppWdHTAejfn-pCqM6ZRngw?e=seqB5p

Requirements

  • Python 3.6.9
  • keras 2.2.4
  • tensorflow-gpu 1.13.1
  • ...etc... see requirements.txt

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