**Description:** Ensure colored noise maintains statistical properties and continuity across data segments. **Tasks:** - Add continuity validation tests - Ensure PSD properties are preserved across segments **Acceptance Criteria:** - Noise statistics are consistent across segments - No discontinuities in noise time series