Apply isort

egs/arctic/tts1/local/clean_text.py

@@ -8,7 +8,6 @@
 
 from tacotron_cleaner.cleaners import custom_english_cleaners
 
-
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     parser.add_argument("text", type=str, help="text to be cleaned")

egs/chime6/asr1/local/extract_noises.py

@@ -6,11 +6,12 @@
 import argparse
 import json
 import math
-import numpy as np
 import os
-import scipy.io.wavfile as siw
 import sys
 
+import numpy as np
+import scipy.io.wavfile as siw
+
 
 def get_args():
     parser = argparse.ArgumentParser(

egs/chime6/asr1/local/make_noise_list.py

@@ -7,7 +7,6 @@
 import os
 import sys
 
-
 if len(sys.argv) != 2:
     print("Usage: {} <noises-dir>".format(sys.argv[0]))
     raise SystemExit(1)

egs/cmu_indic/tts1/local/clean_text.py

@@ -8,7 +8,6 @@
 
 from tacotron_cleaner.cleaners import custom_english_cleaners
 
-
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     parser.add_argument("text", type=str, help="text to be cleaned")

egs/covost2/st1/local/process_tsv.py

@@ -5,8 +5,8 @@
 
 import argparse
 import codecs
-import pandas as pd
 
+import pandas as pd
 
 parser = argparse.ArgumentParser(description="extract translation from tsv file")
 parser.add_argument("tsv_path", type=str, default=None, help="input tsv path")

egs/csj/asr1/local/csj_rm_tag.py

@@ -6,9 +6,8 @@
 
 import argparse
 import codecs
-from io import open
 import sys
-
+from io import open
 
 PY2 = sys.version_info[0] == 2
 sys.stdin = codecs.getreader("utf-8")(sys.stdin if PY2 else sys.stdin.buffer)

egs/iwslt16/mt1/local/extract_recog_text.py

@@ -4,9 +4,9 @@
 """
 import argparse
 import glob
-from itertools import takewhile
 import json
 import os
+from itertools import takewhile
 
 
 def get_args():

egs/iwslt16/mt1/local/generate_json.py

@@ -5,11 +5,9 @@
 """
 import argparse
 import json
-from logging import getLogger
 import os
-from typing import Dict
-from typing import List
-
+from logging import getLogger
+from typing import Dict, List
 
 logger = getLogger(__name__)
 

egs/iwslt16/mt1/local/generate_vocab.py

@@ -6,8 +6,8 @@
 format: token + whitespace + index
 """
 import argparse
-from collections import defaultdict
 import fileinput
+from collections import defaultdict
 
 
 def get_args():

egs/iwslt18/st1/local/parse_xml.py

@@ -6,10 +6,10 @@
 
 import argparse
 import codecs
-from collections import OrderedDict
 import os
 import re
 import xml.etree.ElementTree as etree
+from collections import OrderedDict
 
 
 def main():

egs/iwslt21/asr1/local/filter_parentheses.py

@@ -7,6 +7,7 @@
 import argparse
 import codecs
 import re
+
 import regex
 
 parser = argparse.ArgumentParser()

egs/iwslt21_low_resource/st1/local/data_prep.py

@@ -1,7 +1,6 @@
 import argparse
 import os
 
-
 if __name__ == "__main__":
     parser = argparse.ArgumentParser(description="Convert data into kaldi format")
     parser.add_argument("data_dir", type=str)

egs/jnas/asr1/local/filter_text.py

@@ -6,9 +6,8 @@
 
 import argparse
 import codecs
-from io import open
 import sys
-
+from io import open
 
 PY2 = sys.version_info[0] == 2
 sys.stdin = codecs.getreader("utf-8")(sys.stdin if PY2 else sys.stdin.buffer)

egs/ksponspeech/asr1/local/get_space_normalized_hyps.py

@@ -4,11 +4,11 @@
 # Copyright 2020 Electronics and Telecommunications Research Institute (Jeong-Uk, Bang)
 #  Apache 2.0  (http://www.apache.org/licenses/LICENSE-2.0)
 
-import configargparse
 import logging
 import os
 import sys
 
+import configargparse
 from numpy import zeros
 
 space_sym = "▁"

egs/ksponspeech/asr1/local/get_transcriptions.py

@@ -5,13 +5,14 @@
 #  Apache 2.0  (http://www.apache.org/licenses/LICENSE-2.0)
 
 import codecs
-import configargparse
 import logging
 import os
 import re
 import shutil
 import sys
 
+import configargparse
+
 
 def get_parser():
     """Get default arguments."""

egs/libri_css/asr1/local/best_wer_matching.py

@@ -5,9 +5,10 @@
 import io
 import itertools
 import math
+import sys
+
 import numpy as np
 from scipy.optimize import linear_sum_assignment
-import sys
 
 
 # Helper function to group the list by ref/hyp ids

egs/libri_css/asr1/local/get_perspeaker_output.py

@@ -5,9 +5,9 @@
   into per_speaker output (text) file"""
 
 import argparse
-from collections import defaultdict
 import itertools
 import os
+from collections import defaultdict
 
 
 def get_args():

egs/libri_css/asr1/local/prepare_data.py

@@ -7,6 +7,7 @@
 import argparse
 import glob
 import os
+
 import soundfile as sf
 import tqdm
 

egs/libri_css/asr1/local/segmentation/apply_webrtcvad.py

@@ -12,6 +12,7 @@
 import os
 import sys
 import wave
+
 import webrtcvad
 
 

egs/ljspeech/tts1/local/clean_text.py

@@ -5,8 +5,8 @@
 
 import argparse
 import codecs
-import nltk
 
+import nltk
 from tacotron_cleaner.cleaners import custom_english_cleaners
 
 try:

egs/lrs/avsr1/local/se_batch.py

@@ -5,11 +5,12 @@
 License, v. 2.0. If a copy of the MPL was not distributed with this
 file, You can obtain one at http://mozilla.org/MPL/2.0/."""
 
-from deepxi.utils import read_wav
 import glob
-import numpy as np
 import os
 
+import numpy as np
+from deepxi.utils import read_wav
+
 
 def Batch(fdir, snr_l=[]):
     """REQUIRES REWRITING. WILL BE MOVED TO deepxi/utils.py

egs/mgb2/asr1/local/process_xml.py

@@ -1,9 +1,10 @@
 #!/usr/bin/env python3
 
 import argparse
-from bs4 import BeautifulSoup
 import sys
 
+from bs4 import BeautifulSoup
+
 
 def get_args():
     parser = argparse.ArgumentParser(description="""This script process xml file.""")

egs/mgb2/asr1/local/text_segmenting.py

@@ -4,6 +4,7 @@
 # Apache 2.0  (http://www.apache.org/licenses/LICENSE-2.0)
 
 import argparse
+
 import pandas as pd
 
 

egs/polyphone_swiss_french/asr1/local/data_prep.py

@@ -1,11 +1,11 @@
 #!/usr/bin/env python3
-from collections import defaultdict
 import os
 import pathlib
-from random import shuffle
 import re
 import subprocess
 import sys
+from collections import defaultdict
+from random import shuffle
 
 
 class FrPolyphonePrepper:
@@ -570,6 +570,7 @@ def _generate_random(self, corpus, splits):
 
 if __name__ == "__main__":
     import argparse
+
     import yaml
 
     example = "{0} --config conf/dataprep.yml".format(sys.argv[0])

egs/puebla_nahuatl/asr1/local/construct_dataset.py

@@ -1,5 +1,4 @@
 import os
-
 from argparse import ArgumentParser
 
 

egs/puebla_nahuatl/asr1/local/data_prep.py

@@ -5,11 +5,9 @@
 import shutil
 import string
 import sys
-
 from argparse import ArgumentParser
 from xml.dom.minidom import parse
 
-
 s = "".join(chr(c) for c in range(sys.maxunicode + 1))
 ws = "".join(re.findall(r"\s", s))
 outtab = " " * len(ws)

egs/puebla_nahuatl/st1/local/data_prep.py

@@ -1,10 +1,10 @@
 # -*- coding: UTF-8 -*-
 
-from argparse import ArgumentParser
 import os
 import re
 import string
 import sys
+from argparse import ArgumentParser
 from xml.dom.minidom import parse
 
 s = "".join(chr(c) for c in range(sys.maxunicode + 1))

egs/reverb/asr1/local/filterjson.py

@@ -6,12 +6,11 @@
 
 import argparse
 import codecs
-from io import open
 import json
 import logging
 import re
 import sys
-
+from io import open
 
 PY2 = sys.version_info[0] == 2
 sys.stdin = codecs.getreader("utf-8")(sys.stdin if PY2 else sys.stdin.buffer)

egs/reverb/asr1/local/run_wpe.py

@@ -6,12 +6,11 @@
 import argparse
 import errno
 import os
-import soundfile as sf
 
-from nara_wpe.utils import istft
-from nara_wpe.utils import stft
-from nara_wpe.wpe import wpe
 import numpy as np
+import soundfile as sf
+from nara_wpe.utils import istft, stft
+from nara_wpe.wpe import wpe
 
 parser = argparse.ArgumentParser()
 parser.add_argument("--files", "-f", nargs="+")

egs/reverb/asr1_multich/local/filterjson.py

@@ -6,11 +6,11 @@
 
 import argparse
 import codecs
-from io import open
 import json
 import logging
 import re
 import sys
+from io import open
 
 PY2 = sys.version_info[0] == 2
 sys.stdin = codecs.getreader("utf-8")(sys.stdin if PY2 else sys.stdin.buffer)

egs/tweb/tts1/local/clean_text.py

@@ -8,7 +8,6 @@
 
 from tacotron_cleaner.cleaners import custom_english_cleaners
 
-
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     parser.add_argument("text", type=str, help="text to be cleaned")

egs/vais1000/tts1/local/clean_text.py

@@ -8,7 +8,6 @@
 
 from vietnamese_cleaner.vietnamese_cleaners import vietnamese_cleaner
 
-
 if __name__ == "__main__":
     parser = argparse.ArgumentParser()
     parser.add_argument("text", type=str, help="text to be cleaned")

egs/vcc20/tts1_en_fi/local/clean_text_css10.py

@@ -9,13 +9,10 @@
 import os
 
 import nltk
-from tacotron_cleaner.cleaners import collapse_whitespace
-from tacotron_cleaner.cleaners import expand_abbreviations
-from tacotron_cleaner.cleaners import expand_numbers
-from tacotron_cleaner.cleaners import expand_symbols
-from tacotron_cleaner.cleaners import lowercase
-from tacotron_cleaner.cleaners import remove_unnecessary_symbols
-from tacotron_cleaner.cleaners import uppercase
+from tacotron_cleaner.cleaners import (collapse_whitespace,
+                                       expand_abbreviations, expand_numbers,
+                                       expand_symbols, lowercase,
+                                       remove_unnecessary_symbols, uppercase)
 
 try:
     # For phoneme conversion, use https://github.com/Kyubyong/g2p.

egs/vcc20/vc1_task1/local/clean_text_asr_result.py

@@ -5,8 +5,8 @@
 
 import argparse
 import codecs
-import nltk
 
+import nltk
 from tacotron_cleaner.cleaners import custom_english_cleaners
 
 try: