Eigenvalues of quasi circulant matrix

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I have to find the eigenvalues of a quasi-circulant matrix. I found this answer here: Eigenvalues and eigenvectors for a quasi-circulant matrix

But I cannot understand what is $nt$ and how the guy underwent the calculation.

Thank any help!