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Detection of Glottal Closure Instants using Deep Convolutional Neural Networks

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DCNNv1

Code for Detection of Glottal Closure Instants using Deep Dilated Convolutional Neural Networks

Authors: Prathosh A. P. , Mohit Goyal and Varun Srivastava

Requirements

  1. MATLAB
  2. Python 3.5 or greater
  3. Pytorch (GPU*/CPU)

Steps

  1. Define directories in pymodel_multispeakers.py and run this to save models.
  2. Use visualize_cluster_middle.py, enter path of saved model, data and run to get metrics(IDR, FAR, MR, IDA)

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Detection of Glottal Closure Instants using Deep Convolutional Neural Networks

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  • Python 96.8%
  • MATLAB 3.2%