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https://github.com/libretro/RetroArch
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Test for IDFT.
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@ -21,6 +21,7 @@
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#include <stdlib.h>
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#include <stdlib.h>
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#include <math.h>
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#include <math.h>
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#include <complex.h>
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#include <complex.h>
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#include <string.h>
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#include <assert.h>
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#include <assert.h>
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#include <stdbool.h>
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#include <stdbool.h>
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@ -76,7 +77,7 @@ static void interleave(complex double *butterfly_buf, size_t samples)
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static complex double gen_phase(double index)
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static complex double gen_phase(double index)
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{
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{
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return cexp(-M_PI * I * index);
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return cexp(M_PI * I * index);
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}
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}
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static void butterfly(complex double *a, complex double *b, complex double mod)
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static void butterfly(complex double *a, complex double *b, complex double mod)
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@ -88,11 +89,11 @@ static void butterfly(complex double *a, complex double *b, complex double mod)
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*b = b_;
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*b = b_;
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}
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}
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static void butterflies(complex double *butterfly_buf, size_t step_size, size_t samples)
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static void butterflies(complex double *butterfly_buf, double phase_dir, size_t step_size, size_t samples)
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{
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{
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for (unsigned i = 0; i < samples; i += 2 * step_size)
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for (unsigned i = 0; i < samples; i += 2 * step_size)
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for (unsigned j = i; j < i + step_size; j++)
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for (unsigned j = i; j < i + step_size; j++)
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butterfly(&butterfly_buf[j], &butterfly_buf[j + step_size], gen_phase((double)(j - i) / step_size));
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butterfly(&butterfly_buf[j], &butterfly_buf[j + step_size], gen_phase((phase_dir * (j - i)) / step_size));
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}
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}
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static void calculate_fft(const float *data, complex double *butterfly_buf, size_t samples)
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static void calculate_fft(const float *data, complex double *butterfly_buf, size_t samples)
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@ -108,15 +109,35 @@ static void calculate_fft(const float *data, complex double *butterfly_buf, size
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// Fly, lovely butterflies! :D
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// Fly, lovely butterflies! :D
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for (unsigned step_size = 1; step_size < samples; step_size *= 2)
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for (unsigned step_size = 1; step_size < samples; step_size *= 2)
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butterflies(butterfly_buf, step_size, samples);
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butterflies(butterfly_buf, -1.0, step_size, samples);
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}
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// We only have real data.
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static void calculate_fft_adjust(complex double *butterfly_buf, double gain, bool merge_high, size_t samples)
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for (unsigned i = 1; i < samples / 2; i++)
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{
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butterfly_buf[i] += conj(butterfly_buf[samples - i]);
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if (merge_high)
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{
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for (unsigned i = 1; i < samples / 2; i++)
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butterfly_buf[i] += conj(butterfly_buf[samples - i]);
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}
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// Normalize amplitudes.
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// Normalize amplitudes.
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for (unsigned i = 0; i < samples / 2; i++)
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for (unsigned i = 0; i < samples; i++)
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butterfly_buf[i] /= (double)samples;
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butterfly_buf[i] *= gain;
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}
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static void calculate_ifft(complex double *butterfly_buf, size_t samples, bool normalize)
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{
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// Enforce POT.
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assert((samples & (samples - 1)) == 0);
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interleave(butterfly_buf, samples);
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// Fly, lovely butterflies! In opposite direction! :D
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for (unsigned step_size = 1; step_size < samples; step_size *= 2)
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butterflies(butterfly_buf, 1.0, step_size, samples);
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if (normalize)
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calculate_fft_adjust(butterfly_buf, 1.0 / samples, false, samples);
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}
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}
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static void test_fft(void)
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static void test_fft(void)
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@ -124,6 +145,7 @@ static void test_fft(void)
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fprintf(stderr, "Sanity checking FFT ...\n");
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fprintf(stderr, "Sanity checking FFT ...\n");
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float signal[32];
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float signal[32];
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complex double butterfly_buf[16];
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complex double butterfly_buf[16];
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complex double buf_tmp[16];
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const float cos_freqs[] = {
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const float cos_freqs[] = {
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1.0, 4.0, 6.0,
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1.0, 4.0, 6.0,
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@ -143,11 +165,25 @@ static void test_fft(void)
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}
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}
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calculate_fft(signal, butterfly_buf, 16);
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calculate_fft(signal, butterfly_buf, 16);
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memcpy(buf_tmp, butterfly_buf, sizeof(buf_tmp));
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calculate_fft_adjust(buf_tmp, 1.0 / 16, true, 16);
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printf("FFT: { ");
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printf("FFT: { ");
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for (unsigned i = 0; i < 7; i++)
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for (unsigned i = 0; i < 7; i++)
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printf("(%4.2lf, %4.2lf), ", creal(butterfly_buf[i]), cimag(butterfly_buf[i]));
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printf("(%4.2lf, %4.2lf), ", creal(buf_tmp[i]), cimag(buf_tmp[i]));
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printf("(%4.2lf, %4.2lf) }\n", creal(butterfly_buf[7]), cimag(butterfly_buf[7]));
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printf("(%4.2lf, %4.2lf) }\n", creal(buf_tmp[7]), cimag(buf_tmp[7]));
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calculate_ifft(butterfly_buf, 16, true);
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printf("Original: { ");
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for (unsigned i = 0; i < 15; i++)
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printf("%5.2f, ", signal[2 * i]);
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printf("%5.2f }\n", signal[2 * 15]);
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printf("FFT => IFFT: { ");
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for (unsigned i = 0; i < 15; i++)
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printf("%5.2lf, ", creal(butterfly_buf[i]));
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printf("%5.2lf }\n", creal(butterfly_buf[15]));
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}
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}
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// This doesn't yet take account for slight phase distortions,
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// This doesn't yet take account for slight phase distortions,
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@ -158,6 +194,7 @@ static void calculate_snr(struct snr_result *res,
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{
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{
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samples >>= 1;
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samples >>= 1;
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calculate_fft(resamp, butterfly_buf, samples);
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calculate_fft(resamp, butterfly_buf, samples);
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calculate_fft_adjust(butterfly_buf, 1.0 / samples, true, samples);
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double signal = cabs(butterfly_buf[in_rate] * butterfly_buf[in_rate]);
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double signal = cabs(butterfly_buf[in_rate] * butterfly_buf[in_rate]);
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butterfly_buf[in_rate] = 0.0;
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butterfly_buf[in_rate] = 0.0;
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