Complex sentence: VAD in non-stationary noise typically requires a time-varying threshold value (s), which would be calculated in the voice-inactive segments.
Split into simpler sentences: VAD in non-stationary noise requires a time-varying threshold value. This value is usually calculated in the voice-inactive segments.