void Matrix_drawSliceY (Matrix me, Graphics g, double x, double ymin, double ymax, double min, double max) {
if (x < my xmin || x > my xmax) {
return;
}
long ix = Matrix_xToNearestColumn (me, x);
if (ymax <= ymin) {
ymin = my ymin;
ymax = my ymax;
}
long iymin, iymax;
long ny = Matrix_getWindowSamplesY (me, ymin, ymax, &iymin, &iymax);
if (ny < 1) {
return;
}
if (max <= min) {
Matrix_getWindowExtrema (me, ix, ix, iymin, iymax, &min, &max);
}
if (max <= min) {
min -= 0.5; max += 0.5;
}
autoNUMvector<double> y (iymin, iymax);
Graphics_setWindow (g, ymin, ymax, min, max);
Graphics_setInner (g);
for (long i = iymin; i <= iymax; i++) {
y[i] = my z[i][ix];
}
Graphics_function (g, y.peek(), iymin, iymax, Matrix_rowToY (me, iymin), Matrix_rowToY (me, iymax));
Graphics_unsetInner (g);
}
void FilterBank_paint (FilterBank me, Graphics g, double xmin, double xmax, double ymin, double ymax, double minimum, double maximum, int garnish) {
if (xmax <= xmin) {
xmin = my xmin; xmax = my xmax;
}
if (ymax <= ymin) {
ymin = my ymin; ymax = my ymax;
}
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin - 0.49999 * my dx, xmax + 0.49999 * my dx, &ixmin, &ixmax);
(void) Matrix_getWindowSamplesY (me, ymin - 0.49999 * my dy, ymax + 0.49999 * my dy, &iymin, &iymax);
if (maximum <= minimum) {
(void) Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, &minimum, &maximum);
}
if (maximum <= minimum) {
minimum -= 1.0; maximum += 1.0;
}
if (xmin >= xmax || ymin >= ymax) {
return;
}
Graphics_setInner (g);
Graphics_setWindow (g, xmin, xmax, ymin, ymax);
Graphics_image (g, my z,
ixmin, ixmax, Sampled_indexToX (me, ixmin - 0.5), Sampled_indexToX (me, ixmax + 0.5),
iymin, iymax, SampledXY_indexToY (me, iymin - 0.5), SampledXY_indexToY (me, iymax + 0.5),
minimum, maximum);
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_marksLeft (g, 2, 1, 1, 0);
Graphics_textLeft (g, 1, GetFreqScaleText (my v_getFrequencyScale ()));
Graphics_marksBottom (g, 2, 1, 1, 0);
Graphics_textBottom (g, 1, U"Time (s)");
}
}
double Matrix_getStandardDeviation (Matrix me, double xmin, double xmax, double ymin, double ymax) {
if (xmax <= xmin) {
xmin = my xmin; xmax = my xmax;
}
if (ymax <= ymin) {
ymin = my ymin; ymax = my ymax;
}
long ixmin, ixmax, iymin, iymax;
if ((Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax) == 0) ||
(Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax) == 0)) {
return NUMundefined;
}
long nx = ixmax - ixmin + 1, ny = iymax - iymin + 1;
if (nx == 1 && ny == 1) {
return NUMundefined;
}
double mean = Matrix_getMean (me, xmin, xmax, ymin, ymax), sum = 0;
for (long row = iymin; row <= iymax; row++) {
for (long col = ixmin; col <= ixmax; col++) {
double val = my z[row][col] - mean;
sum += val * val;
}
}
return sqrt (sum / (nx * ny - 1));
}
static void cellArrayOrImage (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax,
double minimum, double maximum, bool interpolate)
{
if (xmax <= xmin) { xmin = my xmin; xmax = my xmax; }
if (ymax <= ymin) { ymin = my ymin; ymax = my ymax; }
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin - 0.49999 * my dx, xmax + 0.49999 * my dx,
& ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (me, ymin - 0.49999 * my dy, ymax + 0.49999 * my dy,
& iymin, & iymax);
if (maximum <= minimum)
(void) Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, & minimum, & maximum);
if (maximum <= minimum) { minimum -= 1.0; maximum += 1.0; }
if (xmin >= xmax || ymin >= ymax) return;
Graphics_setInner (g);
Graphics_setWindow (g, xmin, xmax, ymin, ymax);
if (interpolate)
Graphics_image (g, my z,
ixmin, ixmax, Sampled_indexToX (me, ixmin - 0.5), Sampled_indexToX (me, ixmax + 0.5),
iymin, iymax, SampledXY_indexToY (me, iymin - 0.5), SampledXY_indexToY (me, iymax + 0.5),
minimum, maximum);
else
Graphics_cellArray (g, my z,
ixmin, ixmax, Sampled_indexToX (me, ixmin - 0.5), Sampled_indexToX (me, ixmax + 0.5),
iymin, iymax, SampledXY_indexToY (me, iymin - 0.5), SampledXY_indexToY (me, iymax + 0.5),
minimum, maximum);
Graphics_rectangle (g, xmin, xmax, ymin, ymax);
Graphics_unsetInner (g);
}
void PowerCepstrogram_paint (PowerCepstrogram me, Graphics g, double tmin, double tmax, double qmin, double qmax, double dBmaximum, int autoscaling, double dynamicRangedB, double dynamicCompression, int garnish) {
if (tmax <= tmin) { tmin = my xmin; tmax = my xmax; }
if (qmax <= qmin) { qmin = my ymin; qmax = my ymax; }
long itmin, itmax, ifmin, ifmax;
if (! Matrix_getWindowSamplesX (me, tmin - 0.49999 * my dx, tmax + 0.49999 * my dx, & itmin, & itmax) ||
! Matrix_getWindowSamplesY (me, qmin - 0.49999 * my dy, qmax + 0.49999 * my dy, & ifmin, & ifmax)) {
return;
}
autoMatrix thee = Data_copy (me);
double min = 1e308, max = -min;
for (long i = 1; i <= my ny; i++) {
for (long j = 1; j <= my nx; j++) {
double val = TO10LOG (my z[i][j]);
min = val < min ? val : min;
max = val > max ? val : max;
thy z[i][j] = val;
}
}
double dBminimum = dBmaximum - dynamicRangedB;
if (autoscaling) {
dBminimum = min; dBmaximum = max;
}
for (long j = 1; j <= my nx; j++) {
double lmax = thy z[1][j];
for (long i = 2; i <= my ny; i++) {
if (thy z[i][j] > lmax) {
lmax = thy z[i][j];
}
}
double factor = dynamicCompression * (max - lmax);
for (long i = 1; i <= my ny; i++) {
thy z[i][j] += factor;
}
}
Graphics_setInner (g);
Graphics_setWindow (g, tmin, tmax, qmin, qmax);
Graphics_image (g, thy z,
itmin, itmax,
Matrix_columnToX (thee.get(), itmin - 0.5),
Matrix_columnToX (thee.get(), itmax + 0.5),
ifmin, ifmax,
Matrix_rowToY (thee.get(), ifmin - 0.5),
Matrix_rowToY (thee.get(), ifmax + 0.5),
dBminimum, dBmaximum);
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_textBottom (g, true, U"Time (s)");
Graphics_marksBottom (g, 2, true, true, false);
Graphics_marksLeft (g, 2, true, true, false);
Graphics_textLeft (g, true, U"Quefrency (s)");
}
}
void BandFilterSpectrogram_drawSpectrumAtNearestTimeSlice (BandFilterSpectrogram me, Graphics g, double time, double fmin, double fmax, double dBmin, double dBmax, int garnish) {
if (time < my xmin || time > my xmax) {
return;
}
if (fmin == 0 && fmax == 0) { // autoscaling
fmin = my ymin; fmax = my ymax;
}
if (fmax <= fmin) {
fmin = my ymin; fmax = my ymax;
}
long icol = Matrix_xToNearestColumn (me, time);
icol = icol < 1 ? 1 : (icol > my nx ? my nx : icol);
autoNUMvector<double> spectrum (1, my ny);
for (long i = 1; i <= my ny; i++) {
spectrum[i] = my v_getValueAtSample (icol, i, 1); // dB's
}
long iymin, iymax;
if (Matrix_getWindowSamplesY (me, fmin, fmax, &iymin, &iymax) < 2) { // too few values
return;
}
if (dBmin == dBmax) { // autoscaling
dBmin = spectrum[iymin]; dBmax = dBmin;
for (long i = iymin + 1; i <= iymax; i++) {
if (spectrum[i] < dBmin) {
dBmin = spectrum[i];
} else if (spectrum[i] > dBmax) {
dBmax = spectrum[i];
}
}
if (dBmin == dBmax) {
dBmin -= 1; dBmax += 1;
}
}
Graphics_setWindow (g, fmin, fmax, dBmin, dBmax);
Graphics_setInner (g);
double x1 = my y1 + (iymin -1) * my dy, y1 = spectrum[iymin];
for (long i = iymin + 1; i <= iymax - 1; i++) {
double x2 = my y1 + (i -1) * my dy, y2 = spectrum[i];
double xo1, yo1, xo2, yo2;
if (NUMclipLineWithinRectangle (x1, y1, x2, y2, fmin, dBmin, fmax, dBmax, &xo1, &yo1, &xo2, &yo2)) {
Graphics_line (g, xo1, yo1, xo2, yo2);
}
x1 = x2; y1 = y2;
}
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_marksBottom (g, 2, 1, 1, 0);
Graphics_marksLeft (g, 2, 1, 1, 0);
Graphics_textLeft (g, 1, U"Power (dB)");
Graphics_textBottom (g, 1, Melder_cat (U"Frequency (", my v_getFrequencyUnit (), U")"));
}
}
void Matrix_drawAsSquares (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax, int garnish) {
Graphics_Colour colour = Graphics_inqColour (g);
long ixmin, ixmax, iymin, iymax;
if (xmax <= xmin) {
xmin = my xmin;
xmax = my xmax;
}
long nx = Matrix_getWindowSamplesX (me, xmin, xmax, &ixmin, &ixmax);
if (ymax <= ymin) {
ymin = my ymin;
ymax = my ymax;
}
long ny = Matrix_getWindowSamplesY (me, ymin, ymax, &iymin, &iymax);
double min, max = nx > ny ? nx : ny;
double dx = (xmax - xmin) / max, dy = (ymax - ymin) / max;
Graphics_setInner (g);
Graphics_setWindow (g, xmin, xmax, ymin, ymax);
Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, & min, & max);
double wAbsMax = fabs (max) > fabs (min) ? fabs (max) : fabs (min);
for (long i = iymin; i <= iymax; i++) {
double y = Matrix_rowToY (me, i);
for (long j = ixmin; j <= ixmax; j++) {
double x = Matrix_columnToX (me, j);
double d = 0.95 * sqrt (fabs (my z[i][j]) / wAbsMax);
if (d > 0) {
double x1WC = x - d * dx / 2, x2WC = x + d * dx / 2;
double y1WC = y - d * dy / 2, y2WC = y + d * dy / 2;
if (my z[i][j] > 0) {
Graphics_setColour (g, Graphics_WHITE);
}
Graphics_fillRectangle (g, x1WC, x2WC, y1WC, y2WC);
Graphics_setColour (g, colour);
Graphics_rectangle (g, x1WC, x2WC , y1WC, y2WC);
}
}
}
Graphics_setGrey (g, 0.0);
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_marksLeft (g, 2, true, true, false);
if (ymin * ymax < 0.0) {
Graphics_markLeft (g, 0.0, true, true, true, nullptr);
}
Graphics_marksBottom (g, 2, true, true, false);
if (xmin * xmax < 0.0) {
Graphics_markBottom (g, 0.0, true, true, true, nullptr);
}
}
}
void Spectrogram_paintInside (Spectrogram me, Graphics g, double tmin, double tmax, double fmin, double fmax,
double maximum, int autoscaling, double dynamic, double preemphasis, double dynamicCompression)
{
if (tmax <= tmin) { tmin = my xmin; tmax = my xmax; }
if (fmax <= fmin) { fmin = my ymin; fmax = my ymax; }
long itmin, itmax, ifmin, ifmax;
if (! Matrix_getWindowSamplesX (me, tmin - 0.49999 * my dx, tmax + 0.49999 * my dx, & itmin, & itmax) ||
! Matrix_getWindowSamplesY (me, fmin - 0.49999 * my dy, fmax + 0.49999 * my dy, & ifmin, & ifmax))
return;
Graphics_setWindow (g, tmin, tmax, fmin, fmax);
autoNUMvector <double> preemphasisFactor (ifmin, ifmax);
autoNUMvector <double> dynamicFactor (itmin, itmax);
/* Pre-emphasis in place; also compute maximum after pre-emphasis. */
for (long ifreq = ifmin; ifreq <= ifmax; ifreq ++) {
preemphasisFactor [ifreq] = (preemphasis / NUMln2) * log (ifreq * my dy / 1000.0);
for (long itime = itmin; itime <= itmax; itime ++) {
double value = my z [ifreq] [itime]; /* Power. */
value = (10.0/NUMln10) * log ((value + 1e-30) / 4.0e-10) + preemphasisFactor [ifreq]; /* dB */
if (value > dynamicFactor [itime]) dynamicFactor [itime] = value; /* Local maximum. */
my z [ifreq] [itime] = value;
}
}
/* Compute global maximum. */
if (autoscaling) {
maximum = 0.0;
for (long itime = itmin; itime <= itmax; itime ++)
if (dynamicFactor [itime] > maximum) maximum = dynamicFactor [itime];
}
/* Dynamic compression in place. */
for (long itime = itmin; itime <= itmax; itime ++) {
dynamicFactor [itime] = dynamicCompression * (maximum - dynamicFactor [itime]);
for (long ifreq = ifmin; ifreq <= ifmax; ifreq ++)
my z [ifreq] [itime] += dynamicFactor [itime];
}
Graphics_image (g, my z,
itmin, itmax,
Matrix_columnToX (me, itmin - 0.5),
Matrix_columnToX (me, itmax + 0.5),
ifmin, ifmax,
Matrix_rowToY (me, ifmin - 0.5),
Matrix_rowToY (me, ifmax + 0.5),
maximum - dynamic, maximum);
for (long ifreq = ifmin; ifreq <= ifmax; ifreq ++)
for (long itime = itmin; itime <= itmax; itime ++) {
double value = 4.0e-10 * exp ((my z [ifreq] [itime] - dynamicFactor [itime]
- preemphasisFactor [ifreq]) * (NUMln10 / 10.0)) - 1e-30;
my z [ifreq] [itime] = value > 0.0 ? value : 0.0;
}
}
void Matrix_paintSurface (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax,
double minimum, double maximum, double elevation, double azimuth)
{
if (xmax <= xmin) { xmin = my xmin; xmax = my xmax; }
if (ymax <= ymin) { ymin = my ymin; ymax = my ymax; }
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax);
if (maximum <= minimum)
(void) Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, & minimum, & maximum);
if (maximum <= minimum) { minimum -= 1.0; maximum += 1.0; }
Graphics_setInner (g);
Graphics_setWindow (g, -1.0, 1.0, minimum, maximum);
Graphics_surface (g, my z,
ixmin, ixmax, Matrix_columnToX (me, ixmin), Matrix_columnToX (me, ixmax),
iymin, iymax, Matrix_rowToY (me, iymin), Matrix_rowToY (me, iymax),
minimum, maximum, elevation, azimuth);
Graphics_unsetInner (g);
}
double Matrix_getMean (Matrix me, double xmin, double xmax, double ymin, double ymax) {
if (xmax <= xmin) {
xmin = my xmin; xmax = my xmax;
}
if (ymax <= ymin) {
ymin = my ymin; ymax = my ymax;
}
long ixmin, ixmax, iymin, iymax;
if ((Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax) == 0) ||
(Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax) == 0)) {
return NUMundefined;
}
double sum = 0.0;
for (long row = iymin; row <= iymax; row++) {
for (long col = ixmin; col <= ixmax; col++) {
sum += my z[row][col];
}
}
return sum / ((iymax - iymin + 1) * (ixmax - ixmin + 1));
}
void PowerCepstrogram_paint (PowerCepstrogram me, Graphics g, double tmin, double tmax, double qmin, double qmax, double dBminimum, double dBmaximum, int garnish) {
if (tmax <= tmin) { tmin = my xmin; tmax = my xmax; }
if (qmax <= qmin) { qmin = my ymin; qmax = my ymax; }
long itmin, itmax, ifmin, ifmax;
if (! Matrix_getWindowSamplesX (me, tmin - 0.49999 * my dx, tmax + 0.49999 * my dx, & itmin, & itmax) ||
! Matrix_getWindowSamplesY (me, qmin - 0.49999 * my dy, qmax + 0.49999 * my dy, & ifmin, & ifmax)) {
return;
}
autoMatrix thee = (Matrix) Data_copy (me);
double min = 1e38, max = -min;
for (long i = 1; i <= my ny; i++) {
for (long j = 1; j <= my nx; j++) {
double val = TO10LOG (my z[i][j]);
min = val < min ? val : min;
max = val > max ? val : max;
thy z[i][j] = val;
}
}
if (dBmaximum <= dBminimum) {
dBminimum = min; dBmaximum = max;
}
Graphics_setInner (g);
Graphics_setWindow (g, tmin, tmax, qmin, qmax);
Graphics_image (g, thy z,
itmin, itmax,
Matrix_columnToX (thee.peek(), itmin - 0.5),
Matrix_columnToX (thee.peek(), itmax + 0.5),
ifmin, ifmax,
Matrix_rowToY (thee.peek(), ifmin - 0.5),
Matrix_rowToY (thee.peek(), ifmax + 0.5),
dBminimum, dBmaximum);
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_textBottom (g, 1, L"Time (s)");
Graphics_marksBottom (g, 2, 1, 1, 0);
Graphics_marksLeft (g, 2, 1, 1, 0);
Graphics_textLeft (g, 1, L"Quefrency (s)");
}
}
void Matrix_drawOneContour (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax,
double height)
{
bool xreversed = xmin > xmax, yreversed = ymin > ymax;
if (xmax == xmin) { xmin = my xmin; xmax = my xmax; }
if (ymax == ymin) { ymin = my ymin; ymax = my ymax; }
if (xreversed) { double temp = xmin; xmin = xmax; xmax = temp; }
if (yreversed) { double temp = ymin; ymin = ymax; ymax = temp; }
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax);
if (xmin == xmax || ymin == ymax) return;
Graphics_setInner (g);
Graphics_setWindow (g, xreversed ? xmax : xmin, xreversed ? xmin : xmax, yreversed ? ymax : ymin, yreversed ? ymin : ymax);
Graphics_contour (g, my z,
ixmin, ixmax, Matrix_columnToX (me, ixmin), Matrix_columnToX (me, ixmax),
iymin, iymax, Matrix_rowToY (me, iymin), Matrix_rowToY (me, iymax),
height);
Graphics_rectangle (g, xmin, xmax, ymin, ymax);
Graphics_unsetInner (g);
}
void Matrix_formula_part (Matrix me, double xmin, double xmax, double ymin, double ymax,
const char32 *expression, Interpreter interpreter, Matrix target)
{
try {
if (xmax <= xmin) { xmin = my xmin; xmax = my xmax; }
if (ymax <= ymin) { ymin = my ymin; ymax = my ymax; }
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax);
struct Formula_Result result;
Formula_compile (interpreter, me, expression, kFormula_EXPRESSION_TYPE_NUMERIC, true);
if (! target) target = me;
for (long irow = iymin; irow <= iymax; irow ++) {
for (long icol = ixmin; icol <= ixmax; icol ++) {
Formula_run (irow, icol, & result);
target -> z [irow] [icol] = result. result.numericResult;
}
}
} catch (MelderError) {
Melder_throw (me, U": formula not completed.");
}
}
void Matrix_drawRows (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax,
double minimum, double maximum)
{
if (xmax <= xmin) { xmin = my xmin; xmax = my xmax; }
if (ymax <= ymin) { ymin = my ymin; ymax = my ymax; }
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax);
if (maximum <= minimum)
(void) Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, & minimum, & maximum);
if (maximum <= minimum) { minimum -= 1.0; maximum += 1.0; }
if (xmin >= xmax) return;
Graphics_setInner (g);
for (long iy = iymin; iy <= iymax; iy ++) {
Graphics_setWindow (g, xmin, xmax,
minimum - (iy - iymin) * (maximum - minimum),
maximum + (iymax - iy) * (maximum - minimum));
Graphics_function (g, my z [iy], ixmin, ixmax,
Matrix_columnToX (me, ixmin), Matrix_columnToX (me, ixmax));
}
Graphics_unsetInner (g);
if (iymin < iymax)
Graphics_setWindow (g, xmin, xmax, my y1 + (iymin - 1.5) * my dy, my y1 + (iymax - 0.5) * my dy);
}
void BandFilterSpectrogram_paintImage (BandFilterSpectrogram me, Graphics g, double xmin, double xmax, double ymin, double ymax, double minimum, double maximum, int garnish) {
if (xmax <= xmin) {
xmin = my xmin; xmax = my xmax;
}
if (ymax <= ymin) {
ymin = my ymin; ymax = my ymax;
}
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (me, xmin - 0.49999 * my dx, xmax + 0.49999 * my dx, &ixmin, &ixmax);
(void) Matrix_getWindowSamplesY (me, ymin - 0.49999 * my dy, ymax + 0.49999 * my dy, &iymin, &iymax);
autoMatrix thee = Spectrogram_to_Matrix_dB ((Spectrogram) me, 4e-10, 10, -100);
if (maximum <= minimum) {
(void) Matrix_getWindowExtrema (thee.peek(), ixmin, ixmax, iymin, iymax, &minimum, &maximum);
}
if (maximum <= minimum) {
minimum -= 1.0; maximum += 1.0;
}
if (xmin >= xmax || ymin >= ymax) {
return;
}
Graphics_setInner (g);
Graphics_setWindow (g, xmin, xmax, ymin, ymax);
Graphics_image (g, thy z,
ixmin, ixmax, Sampled_indexToX (thee.peek(), ixmin - 0.5), Sampled_indexToX (thee.peek(), ixmax + 0.5),
iymin, iymax, SampledXY_indexToY (thee.peek(), iymin - 0.5), SampledXY_indexToY (thee.peek(), iymax + 0.5),
minimum, maximum);
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_marksLeft (g, 2, 1, 1, 0);
Graphics_textLeft (g, 1, Melder_cat (U"Frequency (", my v_getFrequencyUnit (), U")"));
Graphics_marksBottom (g, 2, 1, 1, 0);
Graphics_textBottom (g, 1, U"Time (s)");
}
}
void Matrix_paintContours (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax,
double minimum, double maximum)
{
double border [1 + 30];
if (xmax <= xmin) { xmin = my xmin; xmax = my xmax; }
if (ymax <= ymin) { ymin = my ymin; ymax = my ymax; }
long ixmin, ixmax, iymin, iymax, iborder;
(void) Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax);
if (maximum <= minimum)
(void) Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, & minimum, & maximum);
if (maximum <= minimum) { minimum -= 1.0; maximum += 1.0; }
for (iborder = 1; iborder <= 30; iborder ++)
border [iborder] = minimum + iborder * (maximum - minimum) / (30 + 1);
if (xmin >= xmax || ymin >= ymax) return;
Graphics_setInner (g);
Graphics_setWindow (g, xmin, xmax, ymin, ymax);
Graphics_grey (g, my z,
ixmin, ixmax, Matrix_columnToX (me, ixmin), Matrix_columnToX (me, ixmax),
iymin, iymax, Matrix_rowToY (me, iymin), Matrix_rowToY (me, iymax),
30, border);
Graphics_rectangle (g, xmin, xmax, ymin, ymax);
Graphics_unsetInner (g);
}
void Formant_formula (Formant me, double tmin, double tmax, long formantmin, long formantmax, Interpreter interpreter, wchar_t *expression) {
try {
long numberOfPossibleFormants = my maxnFormants;
if (tmax <= tmin) {
tmin = my xmin; tmax = my xmax;
}
if (formantmax >= formantmin) {
formantmin = 1; formantmax = numberOfPossibleFormants;
}
formantmin = formantmin < 1 ? 1 : formantmin;
formantmax = formantmax > numberOfPossibleFormants ? numberOfPossibleFormants : formantmax;
autoMatrix fb = Matrix_create (my xmin, my xmax, my nx, my dx, my x1, 1.0, 2 * numberOfPossibleFormants, 2 * numberOfPossibleFormants, 1.0, 1.0);
for (long iframe = 1; iframe <= my nx; iframe ++) {
Formant_Frame frame = & my d_frames [iframe];
int numberOfFormants = frame -> nFormants < numberOfPossibleFormants ? frame -> nFormants : numberOfPossibleFormants;
for (long iformant = 1; iformant <= numberOfFormants; iformant++) {
if (iformant <= frame -> nFormants) {
fb -> z[2 * iformant - 1][iframe] = frame -> formant[iformant].frequency;
fb -> z[2 * iformant ][iframe] = frame -> formant[iformant].bandwidth;
}
}
}
// Apply formula
double ymin = 2 * formantmin - 1, ymax = 2 * formantmax;
Matrix_formula_part (fb.peek(), tmin, tmax, ymin, ymax, expression, interpreter, NULL);
// Put results back in Formant
long ixmin, ixmax, iymin, iymax;
(void) Matrix_getWindowSamplesX (fb.peek(), tmin, tmax, & ixmin, & ixmax);
(void) Matrix_getWindowSamplesY (fb.peek(), ymin, ymax, & iymin, & iymax);
for (long iframe = ixmin; iframe <= ixmax; iframe++) {
// if some of the formant frequencies are set to zero => remove the formant
Formant_Frame frame = & my d_frames [iframe];
int numberOfFormants = frame -> nFormants < formantmax ? frame -> nFormants : formantmax;
int iformantto = formantmin > 1 ? formantmin - 1 : 0;
for (long iformant = formantmin; iformant <= numberOfFormants; iformant++) {
double frequency = fb -> z[2 * iformant - 1][iframe];
double bandWidth = fb -> z[2 * iformant ][iframe];
if (frequency > 0 && bandWidth > 0) {
iformantto++;
frame -> formant[iformantto].frequency = frequency;
frame -> formant[iformantto].bandwidth = bandWidth;
} else {
frame -> formant[iformant].frequency = frame -> formant[iformant].bandwidth = 0;
}
}
// shift the (higher) formants down if necessary.
for (long iformant = formantmax + 1; iformant <= frame -> nFormants; iformant++) {
double frequency = fb -> z[2 * iformant - 1][iframe];
double bandWidth = fb -> z[2 * iformant ][iframe];
if (frequency > 0 && bandWidth > 0) {
iformantto++;
frame -> formant[iformantto].frequency = frequency;
frame -> formant[iformantto].bandwidth = bandWidth;
} else {
frame -> formant[iformant].frequency = frame -> formant[iformant].bandwidth = 0;
}
}
frame -> nFormants = iformantto;
}
} catch (MelderError) {
Melder_throw (me, ": not filtered.");
}
}
void Matrix_drawDistribution (Matrix me, Graphics g, double xmin, double xmax, double ymin, double ymax, double minimum, double maximum,
long nBins, double freqMin, double freqMax, bool cumulative, bool garnish)
{
if (nBins <= 0) {
return;
}
if (xmax <= xmin) {
xmin = my xmin; xmax = my xmax;
}
if (ymax <= ymin) {
ymin = my ymin; ymax = my ymax;
}
long ixmin, ixmax, iymin, iymax;
if ((Matrix_getWindowSamplesX (me, xmin, xmax, & ixmin, & ixmax) == 0) ||
(Matrix_getWindowSamplesY (me, ymin, ymax, & iymin, & iymax) == 0)) {
return;
}
if (maximum <= minimum) {
Matrix_getWindowExtrema (me, ixmin, ixmax, iymin, iymax, & minimum, & maximum);
}
if (maximum <= minimum) {
minimum -= 1.0; maximum += 1.0;
}
// Count the numbers per bin and the total
if (nBins < 1) {
nBins = 10;
}
autoNUMvector<long> freq (1, nBins);
double binWidth = (maximum - minimum) / nBins;
long nxy = 0;
for (long i = iymin; i <= iymax; i++) {
for (long j = ixmin; j <= ixmax; j++) {
long bin = 1 + (long) floor ( (my z[i][j] - minimum) / binWidth);
if (bin <= nBins && bin > 0) {
freq[bin]++; nxy ++;
}
}
}
if (freqMax <= freqMin) {
if (cumulative) {
freqMin = 0; freqMax = 1.0;
} else {
NUMvector_extrema (freq.peek(), 1, nBins, & freqMin, & freqMax);
if (freqMax <= freqMin) {
freqMin = freqMin > 1.0 ? freqMin - 1.0 : 0.0;
freqMax += 1.0;
}
}
}
Graphics_setInner (g);
Graphics_setWindow (g, minimum, maximum, freqMin, freqMax);
double fi = 0.0;
for (long i = 1; i <= nBins; i++) {
double ftmp = freq[i];
fi = cumulative ? fi + freq[i] / nxy : freq[i];
ftmp = fi;
if (ftmp > freqMax) {
ftmp = freqMax;
}
if (ftmp > freqMin) {
Graphics_rectangle (g, minimum + (i - 1) * binWidth, minimum + i * binWidth, freqMin, ftmp);
}
}
Graphics_unsetInner (g);
if (garnish) {
Graphics_drawInnerBox (g);
Graphics_marksBottom (g, 2, true, true, false);
Graphics_marksLeft (g, 2, true, true, false);
if (! cumulative) {
Graphics_textLeft (g, true, U"Number/bin");
}
}
}
