#ifdef HAVE_CONFIG_H
#include "config.h"
#endif
#include <math.h>
#include <stdio.h>
#include <string.h>
#include <stdlib.h>
#include "arch.h"
#include "lpcnet.h"
#include "freq.h"
#include "os_support.h"
#include "fargan.h"
#include "cpu_support.h"
#ifdef USE_WEIGHTS_FILE
# if __unix__
# include <fcntl.h>
# include <sys/mman.h>
# include <unistd.h>
# include <sys/stat.h>
void *load_blob(const char *filename, int *len) {
int fd;
void *data;
struct stat st;
if (stat(filename, &st)) {
*len = 0;
return NULL;
}
*len = st.st_size;
fd = open(filename, O_RDONLY);
if (fd<0) {
*len = 0;
return NULL;
}
data = mmap(NULL, *len, PROT_READ, MAP_SHARED, fd, 0);
if (data == MAP_FAILED) {
*len = 0;
data = NULL;
}
close(fd);
return data;
}
void free_blob(void *blob, int len) {
if (blob) munmap(blob, len);
}
# else
void *load_blob(const char *filename, int *len) {
FILE *file;
void *data;
file = fopen(filename, "r");
if (file == NULL)
{
perror("could not open blob file");
*len = 0;
return NULL;
}
fseek(file, 0L, SEEK_END);
*len = ftell(file);
fseek(file, 0L, SEEK_SET);
if (*len <= 0) {
*len = 0;
return NULL;
}
data = malloc(*len);
if (!data) {
*len = 0;
return NULL;
}
*len = fread(data, 1, *len, file);
return data;
}
void free_blob(void *blob, int len) {
free(blob);
(void)len;
}
# endif
#endif
#define MODE_FEATURES 2
#define MODE_ADDLPC 5
#define MODE_FWGAN_SYNTHESIS 6
#define MODE_FARGAN_SYNTHESIS 7
void usage(void) {
fprintf(stderr, "usage: lpcnet_demo -features <input.pcm> <features.f32>\n");
fprintf(stderr, " lpcnet_demo -fargan-synthesis <features.f32> <output.pcm>\n");
fprintf(stderr, " lpcnet_demo -addlpc <features_without_lpc.f32> <features_with_lpc.lpc>\n\n");
fprintf(stderr, " plc_options:\n");
fprintf(stderr, " causal: normal (causal) PLC\n");
fprintf(stderr, " codec: normal (causal) PLC without cross-fade (will glitch)\n");
exit(1);
}
int main(int argc, char **argv) {
int mode=0;
int arch;
FILE *fin, *fout;
#ifdef USE_WEIGHTS_FILE
int len;
void *data;
const char *filename = "weights_blob.bin";
#endif
arch = opus_select_arch();
if (argc < 4) usage();
if (strcmp(argv[1], "-features") == 0) mode=MODE_FEATURES;
else if (strcmp(argv[1], "-fargan-synthesis") == 0) mode=MODE_FARGAN_SYNTHESIS;
else if (strcmp(argv[1], "-addlpc") == 0){
mode=MODE_ADDLPC;
} else {
usage();
}
if (argc != 4) usage();
fin = fopen(argv[2], "rb");
if (fin == NULL) {
fprintf(stderr, "Can't open %s\n", argv[2]);
exit(1);
}
fout = fopen(argv[3], "wb");
if (fout == NULL) {
fprintf(stderr, "Can't open %s\n", argv[3]);
exit(1);
}
#ifdef USE_WEIGHTS_FILE
data = load_blob(filename, &len);
#endif
if (mode == MODE_FEATURES) {
LPCNetEncState *net;
net = lpcnet_encoder_create();
while (1) {
float features[NB_TOTAL_FEATURES];
opus_int16 pcm[LPCNET_FRAME_SIZE];
size_t ret;
ret = fread(pcm, sizeof(pcm[0]), LPCNET_FRAME_SIZE, fin);
if (feof(fin) || ret != LPCNET_FRAME_SIZE) break;
lpcnet_compute_single_frame_features(net, pcm, features, arch);
fwrite(features, sizeof(float), NB_TOTAL_FEATURES, fout);
}
lpcnet_encoder_destroy(net);
} else if (mode == MODE_FARGAN_SYNTHESIS) {
FARGANState fargan;
size_t ret, i;
float in_features[5*NB_TOTAL_FEATURES];
float zeros[320] = {0};
fargan_init(&fargan);
#ifdef USE_WEIGHTS_FILE
fargan_load_model(&fargan, data, len);
#endif
for (i=0;i<5;i++) {
ret = fread(&in_features[i*NB_FEATURES], sizeof(in_features[0]), NB_TOTAL_FEATURES, fin);
}
fargan_cont(&fargan, zeros, in_features);
while (1) {
float features[NB_FEATURES];
float fpcm[LPCNET_FRAME_SIZE];
opus_int16 pcm[LPCNET_FRAME_SIZE];
ret = fread(in_features, sizeof(features[0]), NB_TOTAL_FEATURES, fin);
if (feof(fin) || ret != NB_TOTAL_FEATURES) break;
OPUS_COPY(features, in_features, NB_FEATURES);
fargan_synthesize(&fargan, fpcm, features);
for (i=0;i<LPCNET_FRAME_SIZE;i++) pcm[i] = (int)floor(.5 + MIN32(32767, MAX32(-32767, 32768.f*fpcm[i])));
fwrite(pcm, sizeof(pcm[0]), LPCNET_FRAME_SIZE, fout);
}
} else if (mode == MODE_ADDLPC) {
float features[36];
size_t ret;
while (1) {
ret = fread(features, sizeof(features[0]), 36, fin);
if (ret != 36 || feof(fin)) break;
lpc_from_cepstrum(&features[20], &features[0]);
fwrite(features, sizeof(features[0]), 36, fout);
}
} else {
fprintf(stderr, "unknown action\n");
}
fclose(fin);
fclose(fout);
#ifdef USE_WEIGHTS_FILE
free_blob(data, len);
#endif
return 0;
}