DeepFormants

Formant Tracking & Estimation

How to use:

For vowel formant estimation call the main script in a terminal with the wav file and the vowel begin and end times Ex: $ python formants.py mywavfile.wav 2.45 2.78

For formant tracking just call the script with the wav file and it will return the formants for the whole file every 10 ms Ex: $ python formants.py mywavfile.wav

Installation instructions

Download the code.

Dependencies: Run these lines in a terminal to install everything necessary for feature extraction.

sudo apt-get install python-numpy python-scipy python-matplotlib python-nose python-pip

sudo pip install scikits.talkbox

Next for the installation of Torch for loading the models run this.

git clone https://github.com/torch/distro.git ~/torch --recursive

cd ~/torch; bash install-deps;

./install.sh

Download the pre-trained estimation and tracking models from these links:

Link to Estimation model

https://drive.google.com/open?id=0B4VKt9y2-zriU1dNLVZtQjVKMGM

Link to Tracking model

Yossi ?

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DeepFormants

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