A Study of the Scale Invariant Signal to Distortion Ratio in Speech Separation with Noisy References

Simon Dahl Jepsen, Mads Græsbøll Christensen, Jesper Rindom Jensen

This paper examines the implications of using the Scale-Invariant Signal-to-Distortion Ratio (SI-SDR) as both evaluation and training objective in supervised speech separation, whe…