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September 10, 2015 02:49
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Convert CMU Sphinx closed-captioning auto alignment to WebVTT format
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#!/usr/bin/env python | |
import argparse | |
import sys | |
import time | |
from itertools import izip, count | |
def parse_sphinx_line(line): | |
'''Parse a line from Sphinx's closed captioning alignment''' | |
line_split = line.split() | |
# line_split is of length 2 | |
if not line_split: | |
word = time_begin = time_end = None | |
elif line_split[0] in ('-', '+'): | |
word = line_split[1] | |
time_begin = time_end = None | |
else: | |
word, time_bin = line_split | |
time_bin = time_bin.replace('[', '').replace(']', '').split(':') | |
time_begin, time_end = map(int, time_bin) | |
return {'word': word, 'time_begin': time_begin, 'time_end': time_end} | |
def millseconds2timestamp(ms): | |
# Source: http://stackoverflow.com/a/21787689/234233 | |
ms = int(ms) | |
s, ms = divmod(ms, 1000) | |
return '{}.{:03d}'.format(time.strftime('%H:%M:%S', time.gmtime(s)), ms) | |
def vtt_timestamp(time_begin, time_end): | |
'''Converts timestamps (milliseconds) to WebVTT output | |
Example: 00:00:01.800 --> 00:00:03.600''' | |
time_begin = millseconds2timestamp(time_begin) | |
time_end = millseconds2timestamp(time_end) | |
return ' '.join([time_begin, '-->', time_end]) | |
def vtt_chunk(words, begin, end): | |
words = [w for w in words if w] | |
chunk_timestamp = vtt_timestamp(begin, end) | |
chunk_sentence = ' '.join(words) | |
return ''.join([chunk_timestamp, '\n', chunk_sentence, '\n\n']) | |
def main(): | |
descr = 'Convert Sphinx auto-alignment to WebVTT Closed Captioning format' | |
parser = argparse.ArgumentParser(description=descr) | |
parser.add_argument('--sphinx', '-s', | |
help='Sphinx auto-alignment output', | |
type=str, | |
required=True) | |
parser.add_argument('--output', '-o', | |
help='Closed captions (WebVTT). Default: %(default)s', | |
type=str, | |
default='closed-caption.vtt') | |
parser.add_argument('--chunks', '-c', | |
help='Chunks of time (ms) . Default: %(default)s', | |
type=int, | |
default=2000) | |
args = parser.parse_args(sys.argv[1:]) | |
iter_timebin = izip(count(1, args.chunks), count(args.chunks, args.chunks)) | |
with open(args.sphinx, "r") as sphinx_f: | |
with open(args.output, "w") as vtt_f: | |
# WebVTT header | |
vtt_f.write('WEBVTT\n\n') | |
chunk_begin, chunk_end = next(iter_timebin) | |
chunk_words = [] | |
for line in sphinx_f: | |
if line: | |
parsed_line = parse_sphinx_line(line) | |
if parsed_line['time_begin'] is None or \ | |
parsed_line['time_begin'] < chunk_end: | |
chunk_words.append(parsed_line['word']) | |
else: | |
if chunk_words: | |
chunk_str = vtt_chunk(words=chunk_words, | |
begin=chunk_begin, | |
end=chunk_end) | |
vtt_f.write(chunk_str) | |
chunk_begin, chunk_end = next(iter_timebin) | |
chunk_words = [] | |
if chunk_words: | |
chunk_str = vtt_chunk(words=chunk_words, | |
begin=chunk_begin, | |
end=chunk_end) | |
vtt_f.write(chunk_str) | |
if __name__ == "__main__": | |
main() |
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The output from CMU Sphinx is described in this blog post.