view trunk/matlab/bmm/carfac/CARFAC_Spatial_Smooth.m @ 690:76f749d29b48

Fix memory leak in CARFAC.

Also get rid of most uses of auto, which tend to hurt readability
unless the type name is particularly long, especially when it masks
pointers.

% Copyright 2012, Google, Inc.
% Author: Richard F. Lyon
%
% This Matlab file is part of an implementation of Lyon's cochlear model:
% "Cascade of Asymmetric Resonators with Fast-Acting Compression"
% to supplement Lyon's upcoming book "Human and Machine Hearing"
%
% Licensed under the Apache License, Version 2.0 (the "License");
% you may not use this file except in compliance with the License.
% You may obtain a copy of the License at
%
%     http://www.apache.org/licenses/LICENSE-2.0
%
% Unless required by applicable law or agreed to in writing, software
% distributed under the License is distributed on an "AS IS" BASIS,
% WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
% See the License for the specific language governing permissions and
% limitations under the License.

function stage_state = CARFAC_Spatial_Smooth(coeffs, stage_state)
% function AGC_state = CARFAC_Spatial_Smooth( ...
%   n_taps, n_iterations, FIR_coeffs, AGC_state)

n_iterations = coeffs.AGC_spatial_iterations;

use_FIR = n_iterations < 4;  % or whatever condition we want to try

if use_FIR
  FIR_coeffs = coeffs.AGC_spatial_FIR;
  switch coeffs.AGC_spatial_n_taps
    case 3
      for iter = 1:n_iterations
        stage_state = ...
          FIR_coeffs(1) * stage_state([1, 1:(end-1)], :) + ...
          FIR_coeffs(2) * stage_state + ...
          FIR_coeffs(3) * stage_state([2:end, end], :);
      end
    case 5  % 5-tap smoother duplicates first and last coeffs:
      for iter = 1:n_iterations
        stage_state = ...
          FIR_coeffs(1) * (stage_state([1, 2, 1:(end-2)], :) + ...
          stage_state([1, 1:(end-1)], :)) + ...
          FIR_coeffs(2) *  stage_state + ...
          FIR_coeffs(3) * (stage_state([2:end, end], :) + ...
          stage_state([3:end, end, end-1], :));
      end
    otherwise
      error('Bad AGC_spatial_n_taps in CARFAC_Spatial_Smooth');
  end
else
  % use IIR method, back-and-forth first-order smoothers:
  stage_state = SmoothDoubleExponential(stage_state, ...
    coeffs.AGC_polez1(stage), coeffs.AGC_polez2(stage));
end