Spaces:
Paused
Paused
import re | |
import string | |
from fish_speech.text.clean import clean_text | |
def utf_8_len(text): | |
return len(text.encode("utf-8")) | |
def break_text(texts, length, splits: set): | |
for text in texts: | |
if utf_8_len(text) <= length: | |
yield text | |
continue | |
curr = "" | |
for char in text: | |
curr += char | |
if char in splits: | |
yield curr | |
curr = "" | |
if curr: | |
yield curr | |
def break_text_by_length(texts, length): | |
for text in texts: | |
if utf_8_len(text) <= length: | |
yield text | |
continue | |
curr = "" | |
for char in text: | |
curr += char | |
if utf_8_len(curr) >= length: | |
yield curr | |
curr = "" | |
if curr: | |
yield curr | |
def add_cleaned(curr, segments): | |
curr = curr.strip() | |
if curr and not all(c.isspace() or c in string.punctuation for c in curr): | |
segments.append(curr) | |
def protect_float(text): | |
# Turns 3.14 into <3_f_14> to prevent splitting | |
return re.sub(r"(\d+)\.(\d+)", r"<\1_f_\2>", text) | |
def unprotect_float(text): | |
# Turns <3_f_14> into 3.14 | |
return re.sub(r"<(\d+)_f_(\d+)>", r"\1.\2", text) | |
def split_text(text, length): | |
text = clean_text(text) | |
# Break the text into pieces with following rules: | |
# 1. Split the text at ".", "!", "?" if text is NOT a float | |
# 2. If the text is longer than length, split at "," | |
# 3. If the text is still longer than length, split at " " | |
# 4. If the text is still longer than length, split at any character to length | |
texts = [text] | |
texts = map(protect_float, texts) | |
texts = break_text(texts, length, {".", "!", "?", "。", "!", "?"}) | |
texts = map(unprotect_float, texts) | |
texts = break_text(texts, length, {",", ","}) | |
texts = break_text(texts, length, {" "}) | |
texts = list(break_text_by_length(texts, length)) | |
# Then, merge the texts into segments with length <= length | |
segments = [] | |
curr = "" | |
for text in texts: | |
if utf_8_len(curr) + utf_8_len(text) <= length: | |
curr += text | |
else: | |
add_cleaned(curr, segments) | |
curr = text | |
if curr: | |
add_cleaned(curr, segments) | |
return segments | |
if __name__ == "__main__": | |
# Test the split_text function | |
text = "This is a test sentence. This is another test sentence. And a third one." | |
assert split_text(text, 50) == [ | |
"This is a test sentence.", | |
"This is another test sentence. And a third one.", | |
] | |
assert split_text("a,aaaaaa3.14", 10) == ["a,", "aaaaaa3.14"] | |
assert split_text(" ", 10) == [] | |
assert split_text("a", 10) == ["a"] | |
text = "This is a test sentence with only commas, and no dots, and no exclamation marks, and no question marks, and no newlines." | |
assert split_text(text, 50) == [ | |
"This is a test sentence with only commas,", | |
"and no dots, and no exclamation marks,", | |
"and no question marks, and no newlines.", | |
] | |
text = "This is a test sentence This is a test sentence This is a test sentence. This is a test sentence, This is a test sentence, This is a test sentence." | |
# First half split at " ", second half split at "," | |
assert split_text(text, 50) == [ | |
"This is a test sentence This is a test sentence", | |
"This is a test sentence. This is a test sentence,", | |
"This is a test sentence, This is a test sentence.", | |
] | |
text = "这是一段很长的中文文本,而且没有句号,也没有感叹号,也没有问号,也没有换行符。" | |
assert split_text(text, 50) == [ | |
"这是一段很长的中文文本,", | |
"而且没有句号,也没有感叹号,", | |
"也没有问号,也没有换行符.", | |
] | |