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/* For information on usage and redistribution, and for a DISCLAIMER OF ALL
* WARRANTIES, see the file, "LICENSE.txt," in this distribution.
iem_ambi written by Thomas Musil, Copyright (c) IEM KUG Graz Austria 2000 - 2005 */
#include "m_pd.h"
#include "iemlib.h"
#include "iem_ambi.h"
#include <math.h>
/* -------------------------- ambi_decode3 ------------------------------ */
/*
*/
typedef struct _ambi_decode3
{
t_object x_obj;
t_atom *x_at;
double *x_inv_work1;
double *x_inv_work2;
double *x_inv_buf2;
double *x_transp;
double *x_ls_encode;
double *x_prod;
double *x_ambi_channel_weight;
double x_sing_range;
int x_n_ambi;
int x_n_order;
int x_n_real_ls;
int x_n_pht_ls;
int x_n_dim;
t_symbol *x_s_matrix;
double x_sqrt3;
double x_sqrt10_4;
double x_sqrt15_2;
double x_sqrt6_4;
double x_sqrt35_8;
double x_sqrt70_4;
double x_sqrt5_2;
double x_sqrt126_16;
double x_sqrt315_8;
double x_sqrt105_4;
double x_pi_over_180;
} t_ambi_decode3;
static t_class *ambi_decode3_class;
static void ambi_decode3_copy_row2buf(t_ambi_decode3 *x, int row)
{
int n_ambi2 = 2*x->x_n_ambi;
int i;
double *dw=x->x_inv_work2;
double *db=x->x_inv_buf2;
dw += row*n_ambi2;
for(i=0; i<n_ambi2; i++)
*db++ = *dw++;
}
static void ambi_decode3_copy_buf2row(t_ambi_decode3 *x, int row)
{
int n_ambi2 = 2*x->x_n_ambi;
int i;
double *dw=x->x_inv_work2;
double *db=x->x_inv_buf2;
dw += row*n_ambi2;
for(i=0; i<n_ambi2; i++)
*dw++ = *db++;
}
static void ambi_decode3_copy_row2row(t_ambi_decode3 *x, int src_row, int dst_row)
{
int n_ambi2 = 2*x->x_n_ambi;
int i;
double *dw_src=x->x_inv_work2;
double *dw_dst=x->x_inv_work2;
dw_src += src_row*n_ambi2;
dw_dst += dst_row*n_ambi2;
for(i=0; i<n_ambi2; i++)
*dw_dst++ = *dw_src++;
}
static void ambi_decode3_xch_rows(t_ambi_decode3 *x, int row1, int row2)
{
ambi_decode3_copy_row2buf(x, row1);
ambi_decode3_copy_row2row(x, row2, row1);
ambi_decode3_copy_buf2row(x, row2);
}
static void ambi_decode3_mul_row(t_ambi_decode3 *x, int row, double mul)
{
int n_ambi2 = 2*x->x_n_ambi;
int i;
double *dw=x->x_inv_work2;
dw += row*n_ambi2;
for(i=0; i<n_ambi2; i++)
{
(*dw) *= mul;
dw++;
}
}
static void ambi_decode3_mul_buf_and_add2row(t_ambi_decode3 *x, int row, double mul)
{
int n_ambi2 = 2*x->x_n_ambi;
int i;
double *dw=x->x_inv_work2;
double *db=x->x_inv_buf2;
dw += row*n_ambi2;
for(i=0; i<n_ambi2; i++)
{
*dw += (*db)*mul;
dw++;
db++;
}
}
static int ambi_decode3_eval_which_element_of_col_not_zero(t_ambi_decode3 *x, int col, int start_row)
{
int n_ambi = x->x_n_ambi;
int n_ambi2 = 2*n_ambi;
int i, j;
double *dw=x->x_inv_work2;
double singrange=x->x_sing_range;
int ret=-1;
dw += start_row*n_ambi2 + col;
j = 0;
for(i=start_row; i<n_ambi; i++)
{
if((*dw > singrange) || (*dw < -singrange))
{
ret = i;
i = n_ambi+1;
}
dw += n_ambi2;
}
return(ret);
}
static void ambi_decode3_mul1(t_ambi_decode3 *x)
{
double *vec1, *beg1=x->x_ls_encode;
double *vec2, *beg2=x->x_ls_encode;
double *inv=x->x_inv_work1;
double sum;
int n_ls=x->x_n_real_ls+x->x_n_pht_ls;
int n_ambi=x->x_n_ambi;
int i, j, k;
for(k=0; k<n_ambi; k++)
{
beg2=x->x_ls_encode;
for(j=0; j<n_ambi; j++)
{
sum = 0.0;
vec1 = beg1;
vec2 = beg2;
for(i=0; i<n_ls; i++)
{
sum += *vec1++ * *vec2++;
}
beg2 += n_ls;
*inv++ = sum;
}
beg1 += n_ls;
}
}
static void ambi_decode3_mul2(t_ambi_decode3 *x)
{
int n_ls=x->x_n_real_ls+x->x_n_pht_ls;
int n_ambi=x->x_n_ambi;
int n_ambi2=2*n_ambi;
int i, j, k;
double *vec1, *beg1=x->x_transp;
double *vec2, *beg2=x->x_inv_work2+n_ambi;
double *vec3=x->x_prod;
double *acw_vec=x->x_ambi_channel_weight;
double sum;
for(k=0; k<n_ls; k++)
{
beg2=x->x_inv_work2+n_ambi;
for(j=0; j<n_ambi; j++)
{
sum = 0.0;
vec1 = beg1;
vec2 = beg2;
for(i=0; i<n_ambi; i++)
{
sum += *vec1++ * *vec2;
vec2 += n_ambi2;
}
beg2++;
*vec3++ = sum * acw_vec[j];
}
beg1 += n_ambi;
}
}
static void ambi_decode3_transp_back(t_ambi_decode3 *x)
{
double *vec, *transp=x->x_transp;
double *straight=x->x_ls_encode;
int n_ls=x->x_n_real_ls+x->x_n_pht_ls;
int n_ambi=x->x_n_ambi;
int i, j;
for(j=0; j<n_ambi; j++)
{
vec = transp;
for(i=0; i<n_ls; i++)
{
*straight++ = *vec;
vec += n_ambi;
}
transp++;
}
}
static void ambi_decode3_inverse(t_ambi_decode3 *x)
{
int n_ambi = x->x_n_ambi;
int n_ambi2 = 2*n_ambi;
int i, j, nz;
int r,c;
double *src=x->x_inv_work1;
double *db=x->x_inv_work2;
double rcp, *dv;
dv = db;
for(i=0; i<n_ambi; i++) /* init */
{
for(j=0; j<n_ambi; j++)
{
*dv++ = *src++;
}
for(j=0; j<n_ambi; j++)
{
if(j == i)
*dv++ = 1.0;
else
*dv++ = 0.0;
}
}
/* make 1 in main-diagonale, and 0 below */
for(i=0; i<n_ambi; i++)
{
nz = ambi_decode3_eval_which_element_of_col_not_zero(x, i, i);
if(nz < 0)
{
post("ambi_decode3 ERROR: matrix singular !!!!");
return;
}
else
{
if(nz != i)
ambi_decode3_xch_rows(x, i, nz);
dv = db + i*n_ambi2 + i;
rcp = 1.0 /(*dv);
ambi_decode3_mul_row(x, i, rcp);
ambi_decode3_copy_row2buf(x, i);
for(j=i+1; j<n_ambi; j++)
{
dv += n_ambi2;
rcp = -(*dv);
ambi_decode3_mul_buf_and_add2row(x, j, rcp);
}
}
}
/* make 0 above the main diagonale */
for(i=n_ambi-1; i>=0; i--)
{
dv = db + i*n_ambi2 + i;
ambi_decode3_copy_row2buf(x, i);
for(j=i-1; j>=0; j--)
{
dv -= n_ambi2;
rcp = -(*dv);
ambi_decode3_mul_buf_and_add2row(x, j, rcp);
}
}
post("matrix_inverse nonsingular");
}
static void ambi_decode3_begin_pseudo_inverse(t_ambi_decode3 *x)
{
t_atom *at=x->x_at;
int i, n=x->x_n_real_ls*x->x_n_ambi;
double *dv1=x->x_prod;
ambi_decode3_transp_back(x);
ambi_decode3_mul1(x);
ambi_decode3_inverse(x);
ambi_decode3_mul2(x);
at += 2;
for(i=0; i<n; i++)
{
SETFLOAT(at, (t_float)(*dv1));
dv1++;
at++;
}
}
static void ambi_decode3_ipht_ireal_muladd(t_ambi_decode3 *x, t_symbol *s, int argc, t_atom *argv)
{
t_atom *at=x->x_at;
int i, n=x->x_n_ambi;
int pht_index, real_index;
double mw;
t_float dat1;
double *dv2=x->x_prod;
if(argc < 3)
{
post("ambi_decode3 ERROR: ipht_ireal_muladd needs 2 index and 1 mirrorweight: pht_ls_index + real_ls_index + mirror_weight_element");
return;
}
pht_index = (int)atom_getint(argv++) - 1;
real_index = (int)atom_getint(argv++) - 1;
mw = (double)atom_getfloat(argv);
if(pht_index < 0)
pht_index = 0;
if(real_index < 0)
real_index = 0;
if(real_index >= x->x_n_real_ls)
real_index = x->x_n_real_ls - 1;
if(pht_index >= x->x_n_pht_ls)
pht_index = x->x_n_pht_ls - 1;
at += 2 + (real_index)*x->x_n_ambi;
dv2 += (x->x_n_real_ls+pht_index)*x->x_n_ambi;
for(i=0; i<n; i++)
{
dat1 = atom_getfloat(at);
SETFLOAT(at, dat1 + (t_float)(*dv2*mw));
dv2++;
at++;
}
}
static void ambi_decode3_end_pseudo_inverse(t_ambi_decode3 *x)
{
outlet_anything(x->x_obj.ob_outlet, x->x_s_matrix, x->x_n_ambi*x->x_n_real_ls+2, x->x_at);
}
static void ambi_decode3_encode_ls_2d(t_ambi_decode3 *x, int argc, t_atom *argv, int mode)
{
double phi;
double *dw = x->x_transp;
int index;
int order=x->x_n_order;
if(argc < 2)
{
post("ambi_decode3 ERROR: ls-input needs 1 index and 1 angle: ls_index + phi [degree]");
return;
}
index = (int)atom_getint(argv++) - 1;
phi = (double)atom_getfloat(argv);
if(index < 0)
index = 0;
if(mode == AMBI_LS_REAL)
{
if(index >= x->x_n_real_ls)
index = x->x_n_real_ls - 1;
}
else if(mode == AMBI_LS_PHT)
{
if(x->x_n_pht_ls)
{
if(index >= x->x_n_pht_ls)
index = x->x_n_pht_ls - 1;
index += x->x_n_real_ls;
}
else
return;
}
else
return;
phi *= x->x_pi_over_180;
dw += index * x->x_n_ambi;
*dw++ = 1.0;
*dw++ = cos(phi);
*dw++ = sin(phi);
if(order >= 2)
{
*dw++ = cos(2.0*phi);
*dw++ = sin(2.0*phi);
if(order >= 3)
{
*dw++ = cos(3.0*phi);
*dw++ = sin(3.0*phi);
if(order >= 4)
{
*dw++ = cos(4.0*phi);
*dw++ = sin(4.0*phi);
if(order >= 5)
{
*dw++ = cos(5.0*phi);
*dw++ = sin(5.0*phi);
if(order >= 6)
{
*dw++ = cos(6.0*phi);
*dw++ = sin(6.0*phi);
if(order >= 7)
{
*dw++ = cos(7.0*phi);
*dw++ = sin(7.0*phi);
if(order >= 8)
{
*dw++ = cos(8.0*phi);
*dw++ = sin(8.0*phi);
if(order >= 9)
{
*dw++ = cos(9.0*phi);
*dw++ = sin(9.0*phi);
if(order >= 10)
{
*dw++ = cos(10.0*phi);
*dw++ = sin(10.0*phi);
if(order >= 11)
{
*dw++ = cos(11.0*phi);
*dw++ = sin(11.0*phi);
if(order >= 12)
{
*dw++ = cos(12.0*phi);
*dw++ = sin(12.0*phi);
}
}
}
}
}
}
}
}
}
}
}
}
static void ambi_decode3_encode_ls_3d(t_ambi_decode3 *x, int argc, t_atom *argv, int mode)
{
double delta, phi;
double cd, sd, cd2, cd3, sd2, csd, cp, sp, cp2, sp2, cp3, sp3, cp4, sp4;
double *dw = x->x_transp;
int index;
int order=x->x_n_order;
if(argc < 3)
{
post("ambi_decode3 ERROR: ls-input needs 1 index and 2 angles: ls index + delta [degree] + phi [degree]");
return;
}
index = (int)atom_getint(argv++) - 1;
delta = atom_getfloat(argv++);
phi = atom_getfloat(argv);
if(index < 0)
index = 0;
if(mode == AMBI_LS_REAL)
{
if(index >= x->x_n_real_ls)
index = x->x_n_real_ls - 1;
}
else if(mode == AMBI_LS_PHT)
{
if(x->x_n_pht_ls)
{
if(index >= x->x_n_pht_ls)
index = x->x_n_pht_ls - 1;
index += x->x_n_real_ls;
}
else
return;
}
else
return;
delta *= x->x_pi_over_180;
phi *= x->x_pi_over_180;
dw += index * x->x_n_ambi;
cd = cos(delta);
sd = sin(delta);
cp = cos(phi);
sp = sin(phi);
*dw++ = 1.0;
*dw++ = cd * cp;
*dw++ = cd * sp;
*dw++ = sd;
if(order >= 2)
{
cp2 = cos(2.0*phi);
sp2 = sin(2.0*phi);
cd2 = cd * cd;
sd2 = sd * sd;
csd = cd * sd;
*dw++ = 0.5 * x->x_sqrt3 * cd2 * cp2;
*dw++ = 0.5 * x->x_sqrt3 * cd2 * sp2;
*dw++ = x->x_sqrt3 * csd * cp;
*dw++ = x->x_sqrt3 * csd * sp;
*dw++ = 0.5 * (3.0 * sd2 - 1.0);
if(order >= 3)
{
cp3 = cos(3.0*phi);
sp3 = sin(3.0*phi);
cd3 = cd2 * cd;
*dw++ = x->x_sqrt10_4 * cd3 * cp3;
*dw++ = x->x_sqrt10_4 * cd3 * sp3;
*dw++ = x->x_sqrt15_2 * cd * csd * cp2;
*dw++ = x->x_sqrt15_2 * cd * csd * sp2;
*dw++ = x->x_sqrt6_4 * cd * (5.0 * sd2 - 1.0) * cp;
*dw++ = x->x_sqrt6_4 * cd * (5.0 * sd2 - 1.0) * sp;
*dw++ = 0.5 * sd * (5.0 * sd2 - 3.0);
if(order >= 4)
{
cp4 = cos(4.0*phi);
sp4 = sin(4.0*phi);
*dw++ = x->x_sqrt35_8 * cd2 * cd2 * cp4;
*dw++ = x->x_sqrt35_8 * cd2 * cd2 * sp4;
*dw++ = x->x_sqrt70_4 * cd2 * csd * cp3;
*dw++ = x->x_sqrt70_4 * cd2 * csd * sp3;
*dw++ = 0.5 * x->x_sqrt5_2 * cd2 * (7.0 * sd2 - 1.0) * cp2;
*dw++ = 0.5 * x->x_sqrt5_2 * cd2 * (7.0 * sd2 - 1.0) * sp2;
*dw++ = x->x_sqrt10_4 * csd * (7.0 * sd2 - 3.0) * cp;
*dw++ = x->x_sqrt10_4 * csd * (7.0 * sd2 - 3.0) * sp;
*dw++ = 0.125 * (sd2 * (35.0 * sd2 - 30.0) + 3.0);
if(order >= 5)
{
*dw++ = x->x_sqrt126_16 * cd3 * cd2 * cos(5.0*phi);
*dw++ = x->x_sqrt126_16 * cd3 * cd2 * sin(5.0*phi);
*dw++ = x->x_sqrt315_8 * cd3 * csd * cp4;
*dw++ = x->x_sqrt315_8 * cd3 * csd * sp4;
*dw++ = 0.25 * x->x_sqrt70_4 * cd3 * (9.0 * sd2 - 1.0) * cp3;
*dw++ = 0.25 * x->x_sqrt70_4 * cd3 * (9.0 * sd2 - 1.0) * sp3;
*dw++ = x->x_sqrt105_4 * cd * csd * (3.0 * sd2 - 1.0) * cp2;
*dw++ = x->x_sqrt105_4 * cd * csd * (3.0 * sd2 - 1.0) * sp2;
*dw++ = 0.25 * x->x_sqrt15_2 * cd * (sd2 * (21.0 * sd2 - 14.0) + 1.0) * cp;
*dw++ = 0.25 * x->x_sqrt15_2 * cd * (sd2 * (21.0 * sd2 - 14.0) + 1.0) * sp;
*dw = 0.125 * sd * (sd2 * (63.0 * sd2 - 70.0) + 15.0);
}
}
}
}
}
static void ambi_decode3_real_ls(t_ambi_decode3 *x, t_symbol *s, int argc, t_atom *argv)
{
if(x->x_n_dim == 2)
ambi_decode3_encode_ls_2d(x, argc, argv, AMBI_LS_REAL);
else
ambi_decode3_encode_ls_3d(x, argc, argv, AMBI_LS_REAL);
}
static void ambi_decode3_pht_ls(t_ambi_decode3 *x, t_symbol *s, int argc, t_atom *argv)
{
if(x->x_n_dim == 2)
ambi_decode3_encode_ls_2d(x, argc, argv, AMBI_LS_PHT);
else
ambi_decode3_encode_ls_3d(x, argc, argv, AMBI_LS_PHT);
}
static void ambi_decode3_ambi_weight(t_ambi_decode3 *x, t_symbol *s, int argc, t_atom *argv)
{
if(argc > x->x_n_order)
{
int i, k=0, n=x->x_n_order;
double d;
x->x_ambi_channel_weight[k] = atom_getfloat(argv++);
k++;
if(x->x_n_dim == 2)
{
for(i=1; i<=n; i++)
{
d = atom_getfloat(argv++);
x->x_ambi_channel_weight[k] = d;
k++;
x->x_ambi_channel_weight[k] = d;
k++;
}
}
else
{
int j, m;
for(i=1; i<=n; i++)
{
d = atom_getfloat(argv++);
m = 2*i + 1;
for(j=0; j<m; j++)
{
x->x_ambi_channel_weight[k] = d;
k++;
}
}
}
}
else
post("ambi_decode3-ERROR: ambi_weight needs %d float weights", x->x_n_order+1);
}
static void ambi_decode3_sing_range(t_ambi_decode3 *x, t_floatarg f)
{
if(f < 0.0f)
x->x_sing_range = -(double)f;
else
x->x_sing_range = (double)f;
}
static void ambi_decode3_free(t_ambi_decode3 *x)
{
freebytes(x->x_inv_work1, x->x_n_ambi * x->x_n_ambi * sizeof(double));
freebytes(x->x_inv_work2, 2 * x->x_n_ambi * x->x_n_ambi * sizeof(double));
freebytes(x->x_inv_buf2, 2 * x->x_n_ambi * sizeof(double));
freebytes(x->x_transp, (x->x_n_real_ls+x->x_n_pht_ls) * x->x_n_ambi * sizeof(double));
freebytes(x->x_ls_encode, (x->x_n_real_ls+x->x_n_pht_ls) * x->x_n_ambi * sizeof(double));
freebytes(x->x_prod, (x->x_n_real_ls+x->x_n_pht_ls) * x->x_n_ambi * sizeof(double));
freebytes(x->x_ambi_channel_weight, x->x_n_ambi * sizeof(double));
freebytes(x->x_at, (x->x_n_real_ls * x->x_n_ambi + 2) * sizeof(t_atom));
}
static void *ambi_decode3_new(t_symbol *s, int argc, t_atom *argv)
{
t_ambi_decode3 *x = (t_ambi_decode3 *)pd_new(ambi_decode3_class);
int order, dim, i;
int n_real_ls=0;/* number of loudspeakers */
int n_pht_ls=0;/* number of phantom_loudspeakers */
if((argc >= 4) &&
IS_A_FLOAT(argv,0) &&
IS_A_FLOAT(argv,1) &&
IS_A_FLOAT(argv,2) &&
IS_A_FLOAT(argv,3))
{
order = (int)atom_getint(argv++);
dim = (int)atom_getint(argv++);
n_real_ls = (int)atom_getint(argv++);
n_pht_ls = (int)atom_getint(argv);
if(order < 1)
order = 1;
if(dim != 3)
{
dim = 2;
if(order > 12)
order = 12;
x->x_n_ambi = 2*order + 1;
}
else
{
if(order > 5)
order = 5;
x->x_n_ambi = (order + 1)*(order + 1);
}
x->x_n_dim = dim;
x->x_n_order = order;
if(n_real_ls < 1)
n_real_ls = 1;
if(n_pht_ls < 0)
n_pht_ls = 0;
if((n_real_ls + n_pht_ls) < x->x_n_ambi)
post("ambi_decode3-WARNING: Number of Loudspeakers < Number of Ambisonic-Channels !!!!");
x->x_n_real_ls = n_real_ls;
x->x_n_pht_ls = n_pht_ls;
x->x_inv_work1 = (double *)getbytes(x->x_n_ambi * x->x_n_ambi * sizeof(double));
x->x_inv_work2 = (double *)getbytes(2 * x->x_n_ambi * x->x_n_ambi * sizeof(double));
x->x_inv_buf2 = (double *)getbytes(2 * x->x_n_ambi * sizeof(double));
x->x_transp = (double *)getbytes((x->x_n_real_ls+x->x_n_pht_ls) * x->x_n_ambi * sizeof(double));
x->x_ls_encode = (double *)getbytes((x->x_n_real_ls+x->x_n_pht_ls) * x->x_n_ambi * sizeof(double));
x->x_prod = (double *)getbytes((x->x_n_real_ls+x->x_n_pht_ls) * x->x_n_ambi * sizeof(double));
x->x_ambi_channel_weight = (double *)getbytes(x->x_n_ambi * sizeof(double));
x->x_at = (t_atom *)getbytes((x->x_n_real_ls * x->x_n_ambi + 2) * sizeof(t_atom));
x->x_s_matrix = gensym("matrix");
/*change*/
SETFLOAT(x->x_at, (t_float)x->x_n_real_ls);
SETFLOAT(x->x_at+1, (t_float)x->x_n_ambi);
x->x_sqrt3 = sqrt(3.0);
x->x_sqrt5_2 = sqrt(5.0) / 2.0;
x->x_sqrt6_4 = sqrt(6.0) / 4.0;
x->x_sqrt10_4 = sqrt(10.0) / 4.0;
x->x_sqrt15_2 = sqrt(15.0) / 2.0;
x->x_sqrt35_8 = sqrt(35.0) / 8.0;
x->x_sqrt70_4 = sqrt(70.0) / 4.0;
x->x_sqrt126_16 = sqrt(126.0) / 16.0;
x->x_sqrt315_8 = sqrt(315.0) / 8.0;
x->x_sqrt105_4 = sqrt(105.0) / 4.0;
x->x_pi_over_180 = 4.0 * atan(1.0) / 180.0;
x->x_sing_range = 1.0e-10;
for(i=0; i<x->x_n_ambi; i++)
x->x_ambi_channel_weight[i] = 1.0;
outlet_new(&x->x_obj, &s_list);
return (x);
}
else
{
post("ambi_decode3-ERROR: need 4 float arguments: ambi_order dimension number_of_real_loudspeakers number_of_canceled_phantom_speakers");
return(0);
}
}
void ambi_decode3_setup(void)
{
ambi_decode3_class = class_new(gensym("ambi_decode3"), (t_newmethod)ambi_decode3_new, (t_method)ambi_decode3_free,
sizeof(t_ambi_decode3), 0, A_GIMME, 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_real_ls, gensym("real_ls"), A_GIMME, 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_pht_ls, gensym("pht_ls"), A_GIMME, 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_ambi_weight, gensym("ambi_weight"), A_GIMME, 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_sing_range, gensym("sing_range"), A_DEFFLOAT, 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_begin_pseudo_inverse, gensym("begin_pseudo_inverse"), 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_ipht_ireal_muladd, gensym("ipht_ireal_muladd"), A_GIMME, 0);
class_addmethod(ambi_decode3_class, (t_method)ambi_decode3_end_pseudo_inverse, gensym("end_pseudo_inverse"), 0);
class_sethelpsymbol(ambi_decode3_class, gensym("iemhelp2/ambi_decode3-help"));
}
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