EXAMPLE Echo Generation: The most basic of all audio effects is that of time delay, or echoes. Echoes are delayed signals, and as such are generated using delay units. For example, the combination of the direct sound represented by discrete signal y[n] and a single echo appearing D samples later (which is related to delay in seconds) can be generated by the equation of the form (called a difference equation) x[n] = y[n] + αy[n − D], |α| < 1 Available in MATLAB is a short snippet of chorus, which is a digital sound about 9 seconds long, sampled at 8192 sam/sec. The echo is delayed by D = 4196 samples, which amount to 0.5 sec of delay. load handel; sound(y,Fs); pause(10); alpha = 0.9; D = 4196; b = [1,zeros(1,D),alpha]; x = filter(b,1,y); sound(x,Fs); pause(10); % % % % % % the signal is in y and sampling freq in Fs Play the original sound Echo parameters Filter parameters Generate sound plus its echo Play sound with echo where x[n] is the resulting signal and α models attenuation of the direct sound. Echo Removal: After executing this simulation, you may experience that the echo is an objectionable interference while listening. DSP can be used effectively to reduce (almost eliminate) echoes. Such an echoremoval system is given by the difference equation w[n] + αw[n − D] = x[n] where x[n] is the echo-corrupted sound signal and w[n] is the output sound signal, which has the echo removed. w = filter(1,b,x); sound(w,Fs); % Generate sound after echoremoval % Play the original sound after echoremoval The echo should no longer be audible.