function sq = q_decode(q,vals);
% function sq = q_decode(q,,vals);
%
% scalar inverse quantizer. 
% q are indices of optimal q. levels (row vector). 
% vals are quantization levels (column vector). 
% sq is the reconstructed signal (row vector).

sq = vals(q)';