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[Spec 02] Phrase-aware pause detection + filled pauses #3

Description

@fwright21

Summary

Implement phrase-aware pause detection and filled-pause handling (Spec 02) so pauses are classified with context and surfaced with timestamps.

Scope

  • Classify silence as natural (between-phrase) vs unnatural (within-phrase).
  • Detect leading/trailing silence separately so it does not get mislabeled as within-phrase.
  • Detect filled pauses (um, uh, este, mmm, o sea, etc.) with language-aware matching.
  • Add/propagate flagged_regions timestamps for UI jump-to-region support.
  • Keep fallback behavior when alignment spans are unavailable.

Acceptance Criteria

  • Within-phrase long pauses produce warn/fail candidates.
  • Between-phrase pauses do not get penalized.
  • Leading/trailing silence is tracked without false within-phrase flags.
  • Filled pauses are detected with reliable timestamps.
  • Results flow into suite + UI payloads.

Activity

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