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abnet2: Siamese Neural Network for speech

Free software: GPLv3 license

Python package for using siamese neural network (ABnet) in speech processing.

Installation

We assume you are using a conda virtual environment. First clone the abnet2 package from github:

git clone git@github.com:bootphon/abnet2.git
cd abnet2

Then install its dependencies (here using conda, but it works with pip as well):

conda install numpy theano=0.8.0 lasagne cython
pip install --upgrade https://github.com/Lasagne/Lasagne/archive/master.zip

It is required to have 0.2.dev1 version of Lasagne for batch_norm. Finally install the abnet2 package itself:

python setup.py build
python setup.py install

Usage

See tests/test_neuralnet.py

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Implementation of abnet with lasagne

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