AI Refine Skills

Go beyond single-pass transcription by applying structured post-processing. Refine Skills improve timing alignment, sentence boundaries, and consistency to maintain subtitle quality across long-form content.

Before
[00:05.100 - 00:08.200] So... um, basically we want to
[00:08.200 - 00:10.500] start the process now.
Raw Transcription
After
So basically, we want to start the process now.
Refined Output

Refinement Pipeline

Timing Analysis

Boundary Detection

Rule Application

Consistent Output

What This Feature Is Good At

Improving subtitle readability in long videos
Maintaining consistent pacing across segments
Correcting timing drift and segmentation errors
Preparing subtitles for translation or voice-over

Limitations and Boundaries

  • Does not change the semantic meaning of content.
  • Not intended for stylistic rewriting.
  • Quality depends on initial transcription accuracy.

Downstream Use Cases

Narrated Output
Translation Workflows
Subtitle Re-embedding
Voice-Over Alignment
View Supported Formats