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setup.py
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#!/usr/bin/env python
# -*- coding: utf-8 -*-
#
# Copyright (C) 2018 Brno University of Technology FIT
# Author: Jan Profant <jan.profant@phonexia.com>
# All Rights Reserved
import os
import urllib
import tarfile
import logging
import tempfile
from distutils.core import setup
from subprocess import check_call
from setuptools import find_packages
from setuptools.command.install import install
from setuptools.command.develop import develop
from vbdiar.utils import mkdir_p
from vbdiar.kaldi import KALDI_ROOT_PATH
CDIR = os.path.dirname(os.path.realpath(__file__))
XVEC_MODELS_DIR = os.path.join(CDIR, 'models', 'x-vectors')
logging.basicConfig(level=logging.INFO, format='%(asctime)s - %(name)s - %(levelname)s - %(message)s')
logger = logging.getLogger(__name__)
def install_scripts(directory):
""" Call cmd commands to install extra software/repositories.
Args:
directory (str): path
"""
if KALDI_ROOT_PATH is None or not os.path.isdir(KALDI_ROOT_PATH):
raise ValueError('Please, set path to correct kaldi installation.')
nnet_copy_binary = os.path.join(KALDI_ROOT_PATH, 'src', 'nnet3bin', 'nnet3-copy')
if not os.path.isfile(nnet_copy_binary):
raise ValueError('nnet3-copy binary not found in `{}`.'.format(os.path.dirname(nnet_copy_binary)))
copy_matrix_binary = os.path.join(KALDI_ROOT_PATH, 'src', 'bin', 'copy-matrix')
if not os.path.isfile(copy_matrix_binary):
raise ValueError('copy-matrix binary not found in `{}`.'.format(os.path.dirname(copy_matrix_binary)))
mkdir_p(XVEC_MODELS_DIR)
with tempfile.NamedTemporaryFile() as f:
urllib.urlretrieve(
'http://kaldi-asr.org/models/0003_sre16_v2_1a.tar.gz', f.name)
tar = tarfile.open(os.path.join(f.name), 'r:gz')
tar.extractall(XVEC_MODELS_DIR)
tar.close()
# replace input of the last layer, so we can easily extract xvectors
nnet_raw_path = os.path.join(XVEC_MODELS_DIR, '0003_sre16_v2_1a', 'exp', 'xvector_nnet_1a', 'final.raw')
old_line = 'output-node name=output input=output.log-softmax objective=linear'
new_line = 'output-node name=output input=tdnn6.affine objective=linear'
check_call(['sed', '-i', '-e', 's@{}@{}@g'.format(old_line, new_line), nnet_raw_path])
# convert LDA matrix to text format
lda_path = os.path.join(os.path.dirname(nnet_raw_path), '..', 'xvectors_sre_combined', 'transform.mat')
check_call([copy_matrix_binary, '--binary=false', lda_path, lda_path.replace('.mat', '.txt')])
class PostDevelopCommand(develop):
""" Post-installation for development mode."""
def run(self):
develop.run(self)
self.execute(install_scripts, (self.egg_path,), msg='Running post install scripts')
class PostInstallCommand(install):
""" Post-installation for installation mode."""
def run(self):
install.run(self)
self.execute(install_scripts, (self.install_lib,), msg='Running post install scripts')
setup(
name='vbdiar',
version='0.1',
packages=find_packages(),
url='',
license='',
author='profant',
author_email='xprofa00@stud.fit.vutbr.cz',
description='',
cmdclass={'install': PostInstallCommand, 'develop': PostDevelopCommand}
)
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