Circular Convolution gives aliased output..Select one:TRUECan't ConcludeFALSE

To find Circular Convolution of x[n]] and h[n] Where L is the length of first input signal. and  M is the length of second input signal, what value of Length N should be selected ?Select one:N = MAX(L,M)N = L+M-1N  >=. MAX(L,M)

n the context of audio processing, if the convolution of a sound signal with an impulse response leads to time-domain aliasing, what technique can be employed to mitigate this aliasing?Select one:a. Windowingb. Truncationc. Circular convolutiond. Zero-padding

Two input sequences having length 4 and 3.What should be thelength of circular convolution output.(a) 6(b)4(c) 3(d)7

Which is false?Group of answer choicesOutput of a layer in the residual network is the normal output (i.e, what’s produced after applying a filter and an activation function) + the layers input.Output of a layer in the dense network is the normal output (i.e, what’s produced after applying a filter and an activation function) + the layers input.Output of layer 𝑙 in the dense network will be one of the inputs for layers 𝑖∈(𝑙+1,𝐿) where 𝐿 is the total number of layers.A problem of convolution network is that some features may get extracted earlier in the network, but could be useful later on. However, it is hard to keep track of previous non-modified outputs.

What should be the number of output samples after circularconvolution for the following two inputsx(n)={3,5,4,2,1,6,5,10,11}h(n)={1,1,1,2,2}(a) 2(b)5(c) 9(d)13