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)
14
Speaker System Design Guide for
Yamaha Sound System Simulator
Figure 10: Theoretical attenuation levels of direct and reflected sounds based on revised
formula by Barron
(M. Barron, Auditorium Acoustics and Architectural Design, [E&FN Spon, 1993], 32)