acoustic_model/acoustic_model/performance_check.py

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2018-06-13 00:22:53 +02:00
import os
import sys
import csv
import subprocess
import numpy as np
import convert_xsampa2ipa
## ======================= user define =======================
forced_alignment_module = r'C:\Users\Aki\source\repos\forced_alignment'
ipa_xsampa_converter_dir = r'C:\Users\Aki\source\repos\ipa-xsama-converter'
csvfile = r"C:\OneDrive\Research\rug\stimmen\Frisian Variants Picture Task Stimmen.csv"
sys.path.append(forced_alignment_module)
from forced_alignment import convert_phone_set
mapping = convert_xsampa2ipa.load_converter('xsampa', 'ipa', ipa_xsampa_converter_dir)
#word_xsampa = 'e:j@X'
#word_ipa = convert_xsampa2ipa.conversion('xsampa', 'ipa', mapping, word_xsampa)
with open(csvfile, encoding="utf-8") as fin:
lines = csv.reader(fin, delimiter=';', lineterminator="\n", skipinitialspace=True)
next(lines, None) # skip the headers
filenames = []
words = []
pronunciations = []
for line in lines:
if line[1] is not '' and len(line) > 5:
filenames.append(line[0])
words.append(line[1])
word_xsampa = line[3]
word_ipa = convert_xsampa2ipa.conversion('xsampa', 'ipa', mapping, word_xsampa)
word_ipa = word_ipa.replace('ː', ':')
word_famehtk = convert_phone_set.ipa2famehtk(word_ipa)
pronunciations.append(word_famehtk)
phonelist = ' '.join(pronunciations)
np.unique(phonelist.split(' '))
## ======================= forced alignment =======================
#if forced_alignment:
# try:
# scripts.run_command([
# 'HVite','-T', '1', '-a', '-C', configHVite,
# '-H', AcousticModel, '-m', '-I',
# mlf_file, '-i', fa_file, '-S',
# script_file, htk_dict_file, filePhoneList
# ])
# except:
# print("\033[91mHVite command failed with these input files:\033[0m")
# print(_debug_show_file('HVite config', configHVite))
# print(_debug_show_file('Accoustic model', AcousticModel))
# print(_debug_show_file('Master Label file', mlf_file))
# print(_debug_show_file('Output', fa_file))
# print(_debug_show_file('Script file', script_file))
# print(_debug_show_file('HTK dictionary', htk_dict_file))
# print(_debug_show_file('Phoneme list', filePhoneList))
# raise
##os.remove(hcopy_scp.name)