It is shown that under the matrix form of direct and inverse transform coefficients 
by LSP-HP can be obtained structure filter synthesis and analysis of speech signals.
Found filter structure analyzer and synthesizer filter method LSP-HP.
It is shown that linear spectral parameters highest regression weights 
are output signals corresponding parallel line filter parameters are parameters 
which are basis vectors method LSP-HP.