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1 /*
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2 * Copyright (C) 2012 Jamie Bullock
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3 *
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4 * Permission is hereby granted, free of charge, to any person obtaining a copy
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5 * of this software and associated documentation files (the "Software"), to
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6 * deal in the Software without restriction, including without limitation the
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7 * rights to use, copy, modify, merge, publish, distribute, sublicense, and/or
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8 * sell copies of the Software, and to permit persons to whom the Software is
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9 * furnished to do so, subject to the following conditions:
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10 *
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11 * The above copyright notice and this permission notice shall be included in
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12 * all copies or substantial portions of the Software.
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13 *
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14 * THE SOFTWARE IS PROVIDED "AS IS", WITHOUT WARRANTY OF ANY KIND, EXPRESS OR
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15 * IMPLIED, INCLUDING BUT NOT LIMITED TO THE WARRANTIES OF MERCHANTABILITY,
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16 * FITNESS FOR A PARTICULAR PURPOSE AND NONINFRINGEMENT. IN NO EVENT SHALL THE
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17 * AUTHORS OR COPYRIGHT HOLDERS BE LIABLE FOR ANY CLAIM, DAMAGES OR OTHER
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18 * LIABILITY, WHETHER IN AN ACTION OF CONTRACT, TORT OR OTHERWISE, ARISING
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19 * FROM, OUT OF OR IN CONNECTION WITH THE SOFTWARE OR THE USE OR OTHER DEALINGS
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20 * IN THE SOFTWARE.
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21 *
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22 */
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23
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24 #include "xtract/libxtract.h"
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25 #include <stdio.h>
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26 #include <stdlib.h>
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27
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28 #define BLOCKSIZE 1024
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29 #define SAMPLERATE 44100
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30 #define PERIOD 100
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31 #define MFCC_FREQ_BANDS 13
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32 #define MFCC_FREQ_MIN 20
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33 #define MFCC_FREQ_MAX 20000
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34
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35 int main(void)
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36 {
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37
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38 double mean = 0.f;
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39 double input[BLOCKSIZE];
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40 double spectrum[BLOCKSIZE];
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41 double mfccs[MFCC_FREQ_BANDS * sizeof(double)];
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42 double argd[4];
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43 int n;
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44 xtract_mel_filter mel_filters;
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45
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46 /* fill the input array with a sawtooth wave */
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47 for(n = 0; n < BLOCKSIZE; ++n)
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48 {
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49 input[n] = ((n % PERIOD) / (double)PERIOD) - .5;
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50 }
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51
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52 /* get the mean of the input */
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53 xtract[XTRACT_MEAN](input, BLOCKSIZE, NULL, &mean);
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54 printf("\nInput mean = %.2f\n\n", mean);
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55
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56 /* get the spectrum */
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57 argd[0] = SAMPLERATE / (double)BLOCKSIZE;
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58 argd[1] = XTRACT_MAGNITUDE_SPECTRUM;
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59 argd[2] = 0.f; /* No DC component */
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60 argd[3] = 0.f; /* No Normalisation */
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61
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62 xtract_init_fft(BLOCKSIZE, XTRACT_SPECTRUM);
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63 xtract[XTRACT_SPECTRUM](input, BLOCKSIZE, &argd[0], spectrum);
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64
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65 /* print the spectral bins */
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66 printf("\nSpectral bins:\n");
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67 for(n = 0; n < (BLOCKSIZE >> 1); ++n){
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68 printf("freq: %.1f\tamp: %.6f\n", spectrum[n + (BLOCKSIZE >> 1)], spectrum[n]);
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69 }
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70 printf("\n");
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71
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72 /* compute the MFCCs */
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73 mel_filters.n_filters = MFCC_FREQ_BANDS;
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74 mel_filters.filters = (double **)malloc(MFCC_FREQ_BANDS * sizeof(double *));
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75 for(n = 0; n < MFCC_FREQ_BANDS; ++n)
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76 {
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77 mel_filters.filters[n] = (double *)malloc(BLOCKSIZE * sizeof(double));
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78 }
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79
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80 xtract_init_mfcc(BLOCKSIZE >> 1, SAMPLERATE >> 1, XTRACT_EQUAL_GAIN, MFCC_FREQ_MIN, MFCC_FREQ_MAX, mel_filters.n_filters, mel_filters.filters);
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81 xtract_mfcc(spectrum, BLOCKSIZE >> 1, &mel_filters, mfccs);
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82
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83 /* print the MFCCs */
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84 printf("MFCCs:\n");
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85 for(n = 0; n < MFCC_FREQ_BANDS; ++n)
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86 {
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87 printf("band: %d\t", n);
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88 if(n < 10) {
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89 printf("\t");
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90 }
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91 printf("coeff: %f\n", mfccs[n]);
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92 }
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93
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94 /* cleanup */
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95 for(n = 0; n < MFCC_FREQ_BANDS; ++n)
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96 {
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97 free(mel_filters.filters[n]);
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98 }
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99 free(mel_filters.filters);
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100
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101 return 0;
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102
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103 }
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