change the method of splitting sentences

This commit is contained in:
2026-08-30 09:06:01 +08:00
parent 997bd9eed8
commit abc052e42d
3 changed files with 61 additions and 11 deletions

View File

@@ -19,7 +19,7 @@ from .repository import VideoRepository
from .transcription import Transcript, Transcriber, split_sentences_at_punctuation from .transcription import Transcript, Transcriber, split_sentences_at_punctuation
MOSS_ALGORITHM_VERSION = "moss-period-v2" MOSS_ALGORITHM_VERSION = "moss-punctuation-v3"
class VideoProcessor: class VideoProcessor:

View File

@@ -287,6 +287,38 @@ def test_split_sentences_splits_at_question_marks():
assert sentences[2].end_seconds == 10.0 assert sentences[2].end_seconds == 10.0
def test_split_sentences_splits_at_comma_after_fifty_words():
before_comma = " ".join(f"word{index}" for index in range(1, 51))
after_comma = "This continuation becomes its own sentence."
segment = TranscriptionSegment(
start_seconds=0.0,
end_seconds=55.0,
text=f"{before_comma}, {after_comma}",
)
sentences = split_sentences_at_punctuation([segment])
assert [s.text for s in sentences] == [
f"{before_comma},",
after_comma,
]
assert sentences[0].start_seconds == 0.0
assert sentences[0].end_seconds == sentences[1].start_seconds
assert sentences[1].end_seconds == 55.0
def test_split_sentences_merges_comma_piece_shorter_than_fifty_words():
segment = TranscriptionSegment(
start_seconds=0.0,
end_seconds=5.0,
text="One, two, and three.",
)
sentences = split_sentences_at_punctuation([segment])
assert [s.text for s in sentences] == ["One, two, and three."]
def test_split_sentences_falls_back_to_proportional(): def test_split_sentences_falls_back_to_proportional():
segments = [ segments = [
TranscriptionSegment( TranscriptionSegment(

View File

@@ -239,7 +239,8 @@ def _parse_word_timestamps(raw_words) -> Optional[List[WordTimestamp]]:
return words or None return words or None
_PUNCTUATION_BOUNDARY = re.compile(r"[.?]+") _PUNCTUATION_BOUNDARY = re.compile(r"[.?]+|,+")
MIN_WORDS_FOR_COMMA_SPLIT = 50
_ABBREVIATION_RE = re.compile( _ABBREVIATION_RE = re.compile(
r"(?i)\b(?:a\.m\.|p\.m\.|mr\.|mrs\.|ms\.|dr\.|prof\.|st\.|vs\.|etc\.|" r"(?i)\b(?:a\.m\.|p\.m\.|mr\.|mrs\.|ms\.|dr\.|prof\.|st\.|vs\.|etc\.|"
r"e\.g\.|i\.e\.|no\.|approx\.|fig\.|inc\.|ltd\.|jr\.|sr\.|u\.s\.|u\.k\.)" r"e\.g\.|i\.e\.|no\.|approx\.|fig\.|inc\.|ltd\.|jr\.|sr\.|u\.s\.|u\.k\.)"
@@ -250,11 +251,12 @@ _ABBREVIATION_RE = re.compile(
def split_sentences_at_punctuation( def split_sentences_at_punctuation(
segments: List[TranscriptionSegment], segments: List[TranscriptionSegment],
) -> List[TranscriptionSegment]: ) -> List[TranscriptionSegment]:
"""Merge whisper segments and cut sentences at periods/question marks. """Merge whisper segments and cut sentences at sentence punctuation.
Whisper's own segment breaks often fall mid-sentence, so text is accumulated Whisper's own segment breaks often fall mid-sentence, so text is accumulated
across segments and a sentence is only closed once the accumulated text across segments and a sentence is closed at periods/question marks. Commas
reaches a period or a question mark. are also eligible boundaries, but only when the text before the comma has
enough words; otherwise the comma stays with the following text.
""" """
sentences: List[TranscriptionSegment] = [] sentences: List[TranscriptionSegment] = []
pieces: List[str] = [] pieces: List[str] = []
@@ -283,15 +285,20 @@ def split_sentences_at_punctuation(
continue continue
if not pieces: if not pieces:
start_seconds = segment.start_seconds start_seconds = segment.start_seconds
seg_pieces: List[Tuple[str, bool]] = [] seg_pieces: List[Tuple[str, Optional[str]]] = []
cursor = 0 cursor = 0
for match in _PUNCTUATION_BOUNDARY.finditer(text): for match in _PUNCTUATION_BOUNDARY.finditer(text):
if not _is_sentence_end_run(text, match.start(), match.end()): boundary_type: Optional[str] = None
if "," in match.group(0):
boundary_type = "comma"
elif _is_sentence_end_run(text, match.start(), match.end()):
boundary_type = "sentence"
if boundary_type is None:
continue continue
piece = text[cursor:match.end()].strip() piece = text[cursor:match.end()].strip()
cursor = match.end() cursor = match.end()
if piece.strip(".?").strip(): if _has_word_token(piece):
seg_pieces.append((piece, True)) seg_pieces.append((piece, boundary_type))
tail = text[cursor:].strip() tail = text[cursor:].strip()
if tail: if tail:
seg_pieces.append((tail, False)) seg_pieces.append((tail, False))
@@ -306,9 +313,12 @@ def split_sentences_at_punctuation(
if not ends: if not ends:
ends = _proportional_ends(segment, lengths) ends = _proportional_ends(segment, lengths)
last_segment_end = segment.end_seconds last_segment_end = segment.end_seconds
for index, (piece, is_boundary) in enumerate(seg_pieces): for index, (piece, boundary_type) in enumerate(seg_pieces):
pieces.append(piece) pieces.append(piece)
if is_boundary: if boundary_type == "sentence" or (
boundary_type == "comma"
and _word_count(" ".join(pieces)) >= MIN_WORDS_FOR_COMMA_SPLIT
):
end_seconds = ends[index] if index < len(ends) else segment.end_seconds end_seconds = ends[index] if index < len(ends) else segment.end_seconds
flush(end_seconds) flush(end_seconds)
start_seconds = end_seconds start_seconds = end_seconds
@@ -317,6 +327,14 @@ def split_sentences_at_punctuation(
return sentences return sentences
def _word_count(text: str) -> int:
return len(text.split())
def _has_word_token(text: str) -> bool:
return any(char.isalnum() for char in text)
def _is_sentence_end_run(text: str, run_start: int, run_end: int) -> bool: def _is_sentence_end_run(text: str, run_start: int, run_end: int) -> bool:
"""Decide whether a "." / "?" run really ends a sentence.""" """Decide whether a "." / "?" run really ends a sentence."""
punctuation = text[run_start:run_end] punctuation = text[run_start:run_end]