Identify broken sentence lines
Join lines when the sentence clearly continues onto the next caption line.
Join broken caption lines while preserving real paragraphs, speaker changes, and useful structure.
Join lines that belong to the same sentence, but do not replace every line break with a space. Preserve paragraph boundaries, speaker changes, and section breaks.
Transcript text often comes from captions or subtitle-style output. Caption lines are broken for timing and display, not necessarily because the speaker started a new paragraph.
today we're going to look at three ways to improve your video editing workflow
Raw: Welcome back to the channel today we're going to look at three ways to improve your video editing workflow
Clean: Welcome back to the channel. Today we're going to look at three ways to improve your video editing workflow.
Join lines when the sentence clearly continues onto the next caption line.
Preserve topic changes, speaker changes, questions and answers, and meaningful pauses.
Combine caption fragments without changing the speaker’s meaning.
Reduce repeated blank lines while keeping useful paragraph spacing.
Normalize duplicated spaces created during cleanup.
Check that no words disappeared and that separate speakers remain visible.
Before: in this video we're going to build a simple workflow for organizing your research
After: In this video we're going to build a simple workflow for organizing your research.
Replacing every newline can destroy paragraph and speaker boundaries. The goal is to remove unwanted caption breaks, not all line breaks.
HOST: What was the biggest challenge? GUEST: Finding our first customers. HOST: What changed after that? GUEST: We started getting referrals.
Save a copy before using a global replacement.
Look for blank lines, speaker labels, and paragraph boundaries.
Review the replacement before applying it to the full transcript.
Compare the cleaned text with the source.
When a break occurs inside a sentence, replace it with a space. When it separates paragraphs or speakers, keep it.
unwanted caption break → space meaningful paragraph break → keep
A copied YouTube transcript may contain both timestamps and broken lines. Treat these as two separate cleanup tasks: remove unwanted time markers, then join caption lines.
0:05 today we’re going to 0:08 look at three examples
Use the matching tool to complete this task.
Clean Transcript Text →Join lines that belong to the same sentence, remove unnecessary blank lines, and preserve real paragraph or speaker boundaries.
Only for very simple text. A global replacement can remove useful paragraphs and speaker separation.
Usually not. Sensible paragraphs make long transcripts easier to read.
Remove the unwanted timestamps first, then join caption lines that belong to the same sentence.