File: lpc_resynth_main.c

package info (click to toggle)
flite 2.2-5
  • links: PTS, VCS
  • area: main
  • in suites: bookworm
  • size: 83,764 kB
  • sloc: ansic: 693,645; sh: 5,000; lisp: 3,057; cpp: 994; makefile: 900; xml: 52; perl: 33
file content (320 lines) | stat: -rw-r--r-- 11,561 bytes parent folder | download | duplicates (5)
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
318
319
320
/*************************************************************************/
/*                                                                       */
/*                  Language Technologies Institute                      */
/*                     Carnegie Mellon University                        */
/*                        Copyright (c) 2010                             */
/*                        All Rights Reserved.                           */
/*                                                                       */
/*  Permission is hereby granted, free of charge, to use and distribute  */
/*  this software and its documentation without restriction, including   */
/*  without limitation the rights to use, copy, modify, merge, publish,  */
/*  distribute, sublicense, and/or sell copies of this work, and to      */
/*  permit persons to whom this work is furnished to do so, subject to   */
/*  the following conditions:                                            */
/*   1. The code must retain the above copyright notice, this list of    */
/*      conditions and the following disclaimer.                         */
/*   2. Any modifications must be clearly marked as such.                */
/*   3. Original authors' names are not deleted.                         */
/*   4. The authors' names are not used to endorse or promote products   */
/*      derived from this software without specific prior written        */
/*      permission.                                                      */
/*                                                                       */
/*  CARNEGIE MELLON UNIVERSITY AND THE CONTRIBUTORS TO THIS WORK         */
/*  DISCLAIM ALL WARRANTIES WITH REGARD TO THIS SOFTWARE, INCLUDING      */
/*  ALL IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS, IN NO EVENT   */
/*  SHALL CARNEGIE MELLON UNIVERSITY NOR THE CONTRIBUTORS BE LIABLE      */
/*  FOR ANY SPECIAL, INDIRECT OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES    */
/*  WHATSOEVER RESULTING FROM LOSS OF USE, DATA OR PROFITS, WHETHER IN   */
/*  AN ACTION OF CONTRACT, NEGLIGENCE OR OTHER TORTIOUS ACTION,          */
/*  ARISING OUT OF OR IN CONNECTION WITH THE USE OR PERFORMANCE OF       */
/*  THIS SOFTWARE.                                                       */
/*                                                                       */
/*************************************************************************/
/*             Author:  Alan W Black (awb@cs.cmu.edu)                    */
/*               Date:  April 2010                                       */
/*************************************************************************/
/*                                                                       */
/*  Resynthesize lpc with various techniques                             */
/*************************************************************************/
#include <stdio.h>
#include "flite.h"
#include "cst_track.h"
#include "cst_wave.h"
#include "cst_tokenstream.h"
#include "cst_args.h"
#include "cst_math.h"

void lpc2ref(const float *lpc, float *rfc, int order);
void ref2lpc(const float *rfc, float *lpc, int order);

static double plus_or_minus_one()
{
    /* Randomly return 1 or -1 */
    /* not sure rand() is portable */
    if (rand() > RAND_MAX/2.0)
        return 1.0;
    else
        return -1.0;
}

static double rand_zero_to_one()
{
    /* Return number between 0.0 and 1.0 */
    return rand()/(float)RAND_MAX;
}

int main(int argc, char **argv)
{
    cst_track *t1;
    cst_track *me_filters=NULL;
    cst_wave *w1, *w2, *res=NULL;
    cst_val *files;
    cst_features *args;
    int i, j;
    int order, o, s;
    int frame_length;
    float *lpcs, *residual;
    float m;
    const char *f1, *f2;
    const char *resfn = NULL;
    int last_peak = 0, next_peak;
    int period;
    float power;
    int rfc=0;
    int str=0;
    int fn, fo, ss;
    float xpulse, xnoise;
    float fxpulse, fxnoise;
    float x, me;
    float *hpulse=NULL, *hnoise=NULL;
    float *xpulsesig=NULL, *xnoisesig=NULL;
    int q=0;
    int position;
    int lpc_start = 0;

    args = new_features();
    files =
        cst_args(argv,argc,
                 "usage: lpc_resynth OPTIONS INTRACK OUTWAVE\n"
                 "Resynth an lpc track\n"
                 "-res <string> residual (as waveform)\n"
                 "-save_res Save the generated residual\n"
                 "-lpc_start <int> start of lpc params in lpc track {1}\n"
                 "-order <int> LPC order {16}\n"
                 "-str mixed excitation strengths\n"
                 "-me_filters <string> mixed excitation filters\n"
                 "-rfc Coefficents are reflection coefficients\n",
                 args);

    f1 = val_string(val_car(files));
    f2 = val_string(val_car(val_cdr(files)));
    t1 = new_track();

    lpc_start = flite_get_param_int(args,"-lpc_start",1);
    if (feat_present(args,"-rfc"))
        rfc = 1;
    if (feat_present(args,"-str"))
        str = 1;
    if (feat_present(args,"-me_filters"))
    {
        me_filters = new_track();
        if (cst_track_load_est(me_filters,flite_get_param_string(args,"-me_filters","me_filters.track")) != CST_OK_FORMAT)
        {
            fprintf(stderr,
                    "lpc_resynth: can't read file or wrong format \"%s\"\n",
                    f1);
            return -1;
        }
        hpulse = cst_alloc(float,me_filters->num_channels);
        hnoise = cst_alloc(float,me_filters->num_channels);
        xpulsesig = cst_alloc(float,me_filters->num_channels);
        xnoisesig = cst_alloc(float,me_filters->num_channels);
    }
        
    if (cst_track_load_est(t1,f1) != CST_OK_FORMAT)
    {
        fprintf(stderr,
                "lpc_resynth: can't read file or wrong format \"%s\"\n",
                f1);
        return -1;
    }

    w1 = new_wave();
    w1->sample_rate = 16000;
    cst_wave_resize(w1,160+(int)(t1->times[t1->num_frames-1]*w1->sample_rate),1);

    if (feat_present(args,"-res"))
    {
        res = new_wave();
        resfn = flite_get_param_string(args,"-res","res.wav");
	if (cst_wave_load_riff(res,resfn) != CST_OK_FORMAT)
	{
	    fprintf(stderr,
		    "lpc_resynth: can't read file or wrong format \"%s\"\n",
		    resfn);
	}
    }
    w2 = copy_wave(w1);

    order = flite_get_param_int(args,"-order",16);
    lpcs = cst_alloc(float,order);
    s = order;
    residual = NULL;

    for (i=1; i<t1->num_frames; i++)
    {
        frame_length = 10+(int)(w1->sample_rate*t1->times[i])-s;
        cst_free(residual);
        residual = cst_alloc(float,frame_length);
        /* LPC coefficients */
        if (rfc == 1)
            ref2lpc(&(t1->frames[i][lpc_start]),lpcs,order);
        else
        {
            for (o=0; o<order; o++)
                lpcs[o] = t1->frames[i][lpc_start+o];
        }

        /* Residual */
        /* Mixed excitation residual */
	if (str)
	{
	    for (fo=0; fo<me_filters->num_channels; fo++)
	    {
		hpulse[fo] = hnoise[fo] = 0.0;
                ss=order+2;
                for (fn=0; fn<me_filters->num_frames; fn++)
		{
                    me = me_filters->frames[fn][fo];
                    hpulse[fo] += t1->frames[i][ss+fn] * me;
		    hnoise[fo] += (1 - t1->frames[i][ss+fn]) * me;
		}
	    }
	    /* For each sample in the frame */
            for (j=0; j<frame_length; j++)
            {
                xnoise = plus_or_minus_one();
                if  (t1->frames[i][0] == 0)
                {
                    xpulse = 0.0; /* unvoiced */
                }
                else
                {   /* voiced */
                    period = w1->sample_rate/t1->frames[i][0];
                    next_peak = last_peak + period;
#if 0
                    if  (next_peak < (s + j))
                    {                           /* voiced peak in this frame */
                        xpulse = sqrt(period); /* sqrt ??? */
                        last_peak = next_peak;
                    }
#endif
#if 1
                    if (q == 3)
                    {
                        xpulse = sqrt(period)/4.0; q--;
                    }
                    else if (q == 2)
                    {
                        xpulse = sqrt(period)/2.0; q--;
                    }
                    else if (q == 1)
                    {
                        xpulse = sqrt(period)/4.0; q--;
                    }
                    else if (next_peak < (s + j))
                    {
                        xpulse = sqrt(period)/4.0;
                        q = 3;
                        last_peak = next_peak;
                    }
#endif
                    else
                        xpulse = 0;
                }
                fxpulse = fxnoise = 0.0;
                for (fo=me_filters->num_channels-1; fo>0; fo--)
                {
                    fxpulse += hpulse[fo] * xpulsesig[fo];
                    fxnoise += hnoise[fo] * xnoisesig[fo];
                    
                    xpulsesig[fo] = xpulsesig[fo-1];
                    xnoisesig[fo] = xnoisesig[fo-1];
                }
                fxpulse += hpulse[0] * xpulse;
                fxnoise += hnoise[0] * xnoise;
                xpulsesig[0] = xpulse;
                xnoisesig[0] = xnoise;
                
                x = fxpulse + fxnoise; /* excitation is pulse plus noise */

                residual[j] = x * sqrt(t1->frames[i][1]);
            }
        }
        /* predefined residual */
        else if (resfn)  
        {
            for (j=0; j<frame_length; j++)
                residual[j] = res->samples[s-order+j];
        }
        /* Spike plus white noise */
        else if  ((t1->frames[i][0] == 0) ||
             (t1->frames[i][t1->num_channels-1] == 0))
        {   /* unvoiced */
            printf("awb_debug unvoiced %d\n",i);
            m = sqrt(t1->frames[i][1]);
            for (j=0; j<frame_length; j++)
                residual[j] = m*rand_zero_to_one()*plus_or_minus_one();
            last_peak = s;  /* identify where next pulse should be */
        }
        else
        {   /* voiced */
            printf("awb_debug voiced %d\n",i);
            period = w1->sample_rate/t1->frames[i][0];
            next_peak = last_peak + period;
            memset(residual,0,sizeof(float)*frame_length);
            if (next_peak < (s + frame_length))
            {
                printf("awb_debug ping voiced %d\n",i);
                power = sqrt(t1->frames[i][1])*frame_length;
                if (next_peak-s < 2)
                    position=2;
                else
                    position=next_peak-s;
                
                residual[position-2] = power/4;
                residual[position-1] = power/2;
                residual[position] = power/4;
                last_peak = next_peak;
            }
        }

        /* LPC resynthesis */
        for (j=0; j< frame_length; j++)
        {
            w1->samples[s] = residual[j];
            w2->samples[s] = residual[j];
            for (o=0; (o < order) && ((s-order) > 0); o++)
                w1->samples[s] += lpcs[o]*w1->samples[s-o-1];
            s++;
        }
    }

    cst_wave_save_riff(w1,f2);
    if (feat_present(args,"-save_res"))
        cst_wave_save_riff(w2,"residual.wav");

    cst_free(residual);
    cst_free(hpulse);
    cst_free(hnoise);
    cst_free(xpulsesig);
    cst_free(xnoisesig);
    delete_features(args);
    delete_wave(w1);
    delete_wave(w2);
    delete_wave(res);
    delete_track(t1);
    delete_track(me_filters);

    return 0;
}