TensorFlow Lite KissFFT Test

stop_mono_16k.h

#if !defined(STOP_MONO_16K_H)
#define STOP_MONO_16K_H

const int waveform_len = 16000;
const int16_t waveform[] = {
-14, -12, -5, 1, -4, -14, -19, -16, -6, -2, -8, -19, -19, -12, -1, 4, 0, -8, -10, -7, 1, 4, 1, -5, -6, 0, 9, 7, 2, -1, 2, 10, 15, 14, 11, 11, 12, 14, 13, 10, 6, 7, 11, 13, 12, 10, 12, 9, 7, 7, 10, 17, 18, 13, 4, 3, 11, 22, 26, 20, 10, 9, 16, 24, 23, 14, 9, 11, 18, 20, 15, 8, 7, 13, 18, 15, 10, 5, 8, 15, 19, 16, 9, 4, 8, 16, 19, 13, 6, 0, 2, 8, 12, 12, 12, 9, 10, 12, 9, 4, 0, -1, 0, 0, 0, 1, 2, 3, 1, -2, -6, -5, -3, -1, -1, -3, -5, -6, -7, -9, -9, -8, -9, -8, -6, -2, 0, 0, -3, -6, -10, -12, -9, -8, -5, -2, -1, 0, 0, -3, -7, -7, -7, -6, -6, -8, -8, -3, 5, 11, 6, -3, -5, 2, 9, 8, 3, -1, 2, 13, 15, 8, -1, -1, 10, 22, 26, 20, 12, 12, 17, 21, 17, 8, 6, 10, 19, 28, 30, 24, 22, 26, 28, 27, 24, 22, 26, 28, 26, 27, 34, 39, 36, 24, 12, 13, 23, 29, 30, 24, 22, 25, 31, 33, 27, 23, 25, 33, 35, 29, 19, 15, 19, 25, 30, 28, 22, 15, 17, 28, 37, 35, 26, 16, 13, 17, 21, 23, 21, 19, 17, 20, 25, 28, 28, 24, 20, 12, 9, 10, 11, 10, 6, 3, 4, 9, 14, 18, 16, 10, 5, 8, 10, 15, 12, 6, -1, 2, 9, 16, 16, 13, 11, 11, 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};

#endif //STOP_MONO_16K_H

tflite_fft_test.ino

// Force Arduino toolchain to build TFLite library
#include <TensorFlowLite.h>

// TensorFlow Lite stuff
#include "third_party/kissfft/tools/kiss_fftr.h"

#include "stop_mono_16k.h"

void setup() {
  
    int slice = 30;
    int nfft = 256;
    kiss_fftr_cfg  kiss_fftr_state;
    kiss_fft_scalar rin[nfft+2];
    kiss_fft_cpx sout[nfft];

    int start_idx = slice * nfft;

    Serial.begin(115200);
    while(!Serial);

    // Print empty results buffer
    Serial.println("Empty buffer");
    for (int i = 0; i < (nfft / 2) + 1; i++) 
    {
        Serial.print(sout[i].r);
        if (i < (nfft / 2)) 
        {
            Serial.print(", ");
        }
    }
    Serial.println();
    
    // Init buffer for kiss_fft
    kiss_fftr_state = kiss_fftr_alloc(nfft,0,0,0);

    // Fill input buffer with Hanning windowed raw values
    for (int i = 0; i < nfft; i++)
    {
        rin[i] = waveform[start_idx + i] * 
                    0.5 * (1 - cos(2 * M_PI * i / (nfft - 1)));
    }

    // Print raw samples
    Serial.print("Input (after window): ");
    Serial.print(nfft);
    Serial.println(" samples");
    for (int i = 0; i < nfft; i++) 
    {
        Serial.print(rin[i]);
        if (i < nfft - 1) 
        {
            Serial.print(", ");
        }
    }
    Serial.println();

    // Do real-optimized FFT
    kiss_fftr(kiss_fftr_state, rin, sout);

    // Print FFT Real results
    Serial.println("FFT Real");
    for (int i = 0; i < (nfft / 2) + 1; i++) 
    {
        Serial.print(sout[i].r);
        if (i < (nfft / 2)) 
        {
            Serial.print(", ");
        }
    }
    Serial.println();

    // Free up buffers
    free(kiss_fftr_state);
}

void loop() {
  // put your main code here, to run repeatedly:

}