Shuadissen
42 lines
1.1 KiB
Markdown
42 lines
1.1 KiB
Markdown
# DeepFormants
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Formant Tracking & Estimation
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How to use:
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For vowel formant estimation call the main script in a terminal with the wav file, formant output filename and the vowel begin and end times
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```Ex: $ python formants.py Example.wav examplePredictions --begin 1.2 --end 1.3```
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For formant tracking just call the script with the wav file and output filename and it will return the formants for the whole wav file every 10 ms
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```Ex: $ python formants.py Example.wav examplePredictions```
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Installation instructions
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Download the code.
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Dependencies:
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Run these lines in a terminal to install everything necessary for feature extraction.
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```
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sudo apt-get install python-numpy python-scipy python-matplotlib python-nose python-pip
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sudo pip install scikits.talkbox
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```
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Next for the installation of Torch for loading the models run this.
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```
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git clone https://github.com/torch/distro.git ~/torch --recursive
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cd ~/torch; bash install-deps;
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./install.sh
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```
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Download the pre-trained estimation and tracking models from these links:
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Link to Estimation model
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https://drive.google.com/open?id=0B4VKt9y2-zriU1dNLVZtQjVKMGM
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Link to Tracking model
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Yossi ?
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