Improve sentence splitting

This commit is contained in:
Johan Nordberg 2022-05-13 11:02:17 +00:00
parent 8c0b3855bf
commit 5197904660
2 changed files with 86 additions and 19 deletions

View File

@ -5,25 +5,8 @@ import torch
import torchaudio
from api import TextToSpeech
from tortoise.utils.audio import load_audio, get_voices, load_voices
def split_and_recombine_text(texts, desired_length=200, max_len=300):
# TODO: also split across '!' and '?'. Attempt to keep quotations together.
texts = [s.strip() + "." for s in texts.split('.')]
i = 0
while i < len(texts):
ltxt = texts[i]
if len(ltxt) >= desired_length or i == len(texts)-1:
i += 1
continue
if len(ltxt) + len(texts[i+1]) > max_len:
i += 1
continue
texts[i] = f'{ltxt} {texts[i+1]}'
texts.pop(i+1)
return texts
from utils.audio import load_audio, get_voices, load_voices
from utils.text import split_and_recombine_text
if __name__ == '__main__':

84
tortoise/utils/text.py Normal file
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@ -0,0 +1,84 @@
import re
def split_and_recombine_text(text, desired_length=200, max_length=300):
"""Split text it into chunks of a desired length trying to keep sentences intact."""
# normalize text, remove redundant whitespace and convert non-ascii quotes to ascii
text = re.sub(r'\n\n+', '\n', text)
text = re.sub(r'\s+', ' ', text)
text = re.sub(r'[“”]', '"', text)
rv = []
in_quote = False
current = ""
split_pos = []
pos = -1
def seek(delta):
nonlocal pos, in_quote, text
is_neg = delta < 0
for _ in range(abs(delta)):
if is_neg:
pos -= 1
else:
pos += 1
if text[pos] == '"':
in_quote = not in_quote
return text[pos], text[pos+1] if pos < len(text)-1 else ""
def commit():
nonlocal rv, current, split_pos
rv.append(current)
current = ""
split_pos = []
while pos < len(text) - 1:
c, next_c = seek(1)
current += c
# do we need to force a split?
if len(current) >= max_length:
if len(split_pos) > 0 and len(current) > (desired_length / 2):
# we have at least one sentence and we are over half the desired length, seek back to the last split
d = pos - split_pos[-1]
seek(-d)
current = current[:-d]
else:
# no full sentences, seek back until we are not in the middle of a word and split there
while c not in '!?.\n ' and pos > 0 and len(current) > desired_length:
c, _ = seek(-1)
current = current[:-1]
commit()
# check for sentence boundaries
elif not in_quote and (c in '!?\n' or (c == '.' and next_c in '\n ')):
split_pos.append(pos)
if len(current) >= desired_length:
commit()
rv.append(current)
# clean up
rv = [s.strip() for s in rv]
rv = [s for s in rv if len(s) > 0]
return rv
if __name__ == '__main__':
import unittest
class Test(unittest.TestCase):
def test_split_and_recombine_text(self):
text = """
This is a sample sentence.
This is another sample sentence.
This is a longer sample sentence that should force a split inthemiddlebutinotinthislongword.
"Don't split my quote... please"
"""
self.assertEqual(split_and_recombine_text(text, desired_length=20, max_length=40),
['This is a sample sentence.',
'This is another sample sentence.',
'This is a longer sample sentence that',
'should force a split',
'inthemiddlebutinotinthislongword.',
'"Don\'t split my quote... please"'])
unittest.main()