summaryrefslogtreecommitdiffstats
path: root/src/sound/AudioTimeStretcher.cpp
blob: 9a08edb50c7e39a188ca40e4b1ed154dd429ff18 (plain)
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
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
350
351
352
353
354
355
356
357
358
359
360
361
362
363
364
365
366
367
368
369
370
371
372
373
374
375
376
377
378
379
380
381
382
383
384
385
386
387
388
389
390
391
392
393
394
395
396
397
398
399
400
401
402
403
404
405
406
407
408
409
410
411
412
413
414
415
416
417
418
419
420
421
422
423
424
425
426
427
428
429
430
431
432
433
434
435
436
437
438
439
440
441
442
443
444
445
446
447
448
449
450
451
452
453
454
455
456
457
458
459
460
461
462
463
464
465
466
467
468
469
470
471
472
473
474
475
476
477
478
479
480
481
482
483
484
485
486
487
488
489
490
491
492
493
494
495
496
497
498
499
500
501
502
503
504
505
506
507
508
509
510
511
512
513
514
515
516
517
518
519
520
521
522
523
524
525
526
527
528
529
530
531
532
533
534
535
536
537
538
539
540
541
542
543
544
545
546
547
548
549
550
551
552
553
554
555
556
557
558
559
560
561
562
563
564
565
566
567
568
569
570
571
572
573
574
575
576
577
578
579
580
581
582
583
584
585
586
587
588
589
590
591
592
593
594
595
596
597
598
599
600
601
602
603
604
605
606
607
608
609
610
611
612
613
614
615
616
617
618
619
620
621
622
623
624
625
626
627
628
629
630
631
632
633
634
635
636
637
638
639
640
641
642
643
644
645
646
647
648
649
650
651
652
653
654
655
656
657
658
659
660
661
662
663
664
665
/*
    Sonic Visualiser
    An audio file viewer and annotation editor.
    Centre for Digital Music, Queen Mary, University of London.
    This file copyright 2006 Chris Cannam and TQMUL.
    
    This program is free software; you can redistribute it and/or
    modify it under the terms of the GNU General Public License as
    published by the Free Software Foundation; either version 2 of the
    License, or (at your option) any later version.  See the file
    COPYING included with this distribution for more information.
*/

#include "AudioTimeStretcher.h"

#include <iostream>
#include <fstream>
#include <cassert>
#include <cstring>

namespace Rosegarden 
{

static double mod(double x, double y) { return x - (y * floor(x / y)); }
static float modf(float x, float y) { return x - (y * floorf(x / y)); }

static double princarg(double a) { return mod(a + M_PI, -2 * M_PI) + M_PI; }
static float princargf(float a) { return modf(a + M_PI, -2 * M_PI) + M_PI; }


//#define DEBUG_AUDIO_TIME_STRETCHER 1

AudioTimeStretcher::AudioTimeStretcher(size_t sampleRate,
                                       size_t channels,
                                       float ratio,
                                       bool sharpen,
                                       size_t maxOutputBlockSize) :
    m_sampleRate(sampleRate),
    m_channels(channels),
    m_maxOutputBlockSize(maxOutputBlockSize),
    m_ratio(ratio),
    m_sharpen(sharpen),
    m_totalCount(0),
    m_transientCount(0),
    m_n2sum(0),
    m_n2total(0),
    m_adjustCount(50)
{
    pthread_mutex_t initialisingMutex = PTHREAD_MUTEX_INITIALIZER;
    memcpy(&m_mutex, &initialisingMutex, sizeof(pthread_mutex_t));

    initialise();
}

AudioTimeStretcher::~AudioTimeStretcher()
{
    std::cerr << "AudioTimeStretcher::~AudioTimeStretcher" << std::endl;

    std::cerr << "AudioTimeStretcher::~AudioTimeStretcher: actual ratio = " << (m_totalCount > 0 ? (float (m_n2total) / float(m_totalCount * m_n1)) : 1.f) << ", ideal = " << m_ratio << ", nominal = " << getRatio() << ")" << std::endl;

    cleanup();
    
    pthread_mutex_destroy(&m_mutex);
}

void
AudioTimeStretcher::initialise()
{
    std::cerr << "AudioTimeStretcher::initialise" << std::endl;

    calculateParameters();
        
    m_analysisWindow = new SampleWindow<float>(SampleWindow<float>::Hanning, m_wlen);
    m_synthesisWindow = new SampleWindow<float>(SampleWindow<float>::Hanning, m_wlen);

    m_prevPhase = new float *[m_channels];
    m_prevAdjustedPhase = new float *[m_channels];

    m_prevTransientMag = (float *)fftwf_malloc(sizeof(float) * (m_wlen / 2 + 1));
    m_prevTransientScore = 0;
    m_prevTransient = false;

    m_tempbuf = (float *)fftwf_malloc(sizeof(float) * m_wlen);

    m_time = new float *[m_channels];
    m_freq = new fftwf_complex *[m_channels];
    m_plan = new fftwf_plan[m_channels];
    m_iplan = new fftwf_plan[m_channels];

    m_inbuf = new RingBuffer<float> *[m_channels];
    m_outbuf = new RingBuffer<float> *[m_channels];
    m_mashbuf = new float *[m_channels];

    m_modulationbuf = (float *)fftwf_malloc(sizeof(float) * m_wlen);
        
    for (size_t c = 0; c < m_channels; ++c) {

        m_prevPhase[c] = (float *)fftwf_malloc(sizeof(float) * (m_wlen / 2 + 1));
        m_prevAdjustedPhase[c] = (float *)fftwf_malloc(sizeof(float) * (m_wlen / 2 + 1));

        m_time[c] = (float *)fftwf_malloc(sizeof(float) * m_wlen);
        m_freq[c] = (fftwf_complex *)fftwf_malloc(sizeof(fftwf_complex) *
                                                  (m_wlen / 2 + 1));
        
        m_plan[c] = fftwf_plan_dft_r2c_1d(m_wlen, m_time[c], m_freq[c], FFTW_ESTIMATE);
        m_iplan[c] = fftwf_plan_dft_c2r_1d(m_wlen, m_freq[c], m_time[c], FFTW_ESTIMATE);

        m_outbuf[c] = new RingBuffer<float>
            ((m_maxOutputBlockSize + m_wlen) * 2);
        m_inbuf[c] = new RingBuffer<float>
            (lrintf(m_outbuf[c]->getSize() / m_ratio) + m_wlen);

        std::cerr << "making inbuf size " << m_inbuf[c]->getSize() << " (outbuf size is " << m_outbuf[c]->getSize() << ", ratio " << m_ratio << ")" << std::endl;

           
        m_mashbuf[c] = (float *)fftwf_malloc(sizeof(float) * m_wlen);
        
        for (size_t i = 0; i < m_wlen; ++i) {
            m_mashbuf[c][i] = 0.0;
        }

        for (size_t i = 0; i <= m_wlen/2; ++i) {
            m_prevPhase[c][i] = 0.0;
            m_prevAdjustedPhase[c][i] = 0.0;
        }
    }

    for (size_t i = 0; i < m_wlen; ++i) {
        m_modulationbuf[i] = 0.0;
    }

    for (size_t i = 0; i <= m_wlen/2; ++i) {
        m_prevTransientMag[i] = 0.0;
    }
}

void
AudioTimeStretcher::calculateParameters()
{
    std::cerr << "AudioTimeStretcher::calculateParameters" << std::endl;

    m_wlen = 1024;

    //!!! In transient sharpening mode, we need to pick the window
    //length so as to be more or less fixed in audio duration (i.e. we
    //need to exploit the sample rate)

    //!!! have to work out the relationship between wlen and transient
    //threshold

    if (m_ratio < 1) {
        if (m_ratio < 0.4) {
            m_n1 = 1024;
            m_wlen = 2048;
        } else if (m_ratio < 0.8) {
            m_n1 = 512;
        } else {
            m_n1 = 256;
        }
        if (shouldSharpen()) {
            m_wlen = 2048;
        }
        m_n2 = lrintf(m_n1 * m_ratio);
    } else {
        if (m_ratio > 2) {
            m_n2 = 512;
            m_wlen = 4096; 
        } else if (m_ratio > 1.6) {
            m_n2 = 384;
            m_wlen = 2048;
        } else {
            m_n2 = 256;
        }
        if (shouldSharpen()) {
            if (m_wlen < 2048) m_wlen = 2048;
        }
        m_n1 = lrintf(m_n2 / m_ratio);
        if (m_n1 == 0) {
            m_n1 = 1;
            m_n2 = m_ratio;
        }
    }

    m_transientThreshold = lrintf(m_wlen / 4.5);

    m_totalCount = 0;
    m_transientCount = 0;
    m_n2sum = 0;
    m_n2total = 0;
    m_n2list.clear();

    std::cerr << "AudioTimeStretcher: channels = " << m_channels
              << ", ratio = " << m_ratio
              << ", n1 = " << m_n1 << ", n2 = " << m_n2 << ", wlen = "
              << m_wlen << ", max = " << m_maxOutputBlockSize << std::endl;
//              << ", outbuflen = " << m_outbuf[0]->getSize() << std::endl;
}

void
AudioTimeStretcher::cleanup()
{
    std::cerr << "AudioTimeStretcher::cleanup" << std::endl;

    for (size_t c = 0; c < m_channels; ++c) {

        fftwf_destroy_plan(m_plan[c]);
        fftwf_destroy_plan(m_iplan[c]);

        fftwf_free(m_time[c]);
        fftwf_free(m_freq[c]);

        fftwf_free(m_mashbuf[c]);
        fftwf_free(m_prevPhase[c]);
        fftwf_free(m_prevAdjustedPhase[c]);

        delete m_inbuf[c];
        delete m_outbuf[c];
    }

    fftwf_free(m_tempbuf);
    fftwf_free(m_modulationbuf);
    fftwf_free(m_prevTransientMag);

    delete[] m_prevPhase;
    delete[] m_prevAdjustedPhase;
    delete[] m_inbuf;
    delete[] m_outbuf;
    delete[] m_mashbuf;
    delete[] m_time;
    delete[] m_freq;
    delete[] m_plan;
    delete[] m_iplan;

    delete m_analysisWindow;
    delete m_synthesisWindow;
}	

void
AudioTimeStretcher::setRatio(float ratio)
{
    pthread_mutex_lock(&m_mutex);

    size_t formerWlen = m_wlen;
    m_ratio = ratio;

    std::cerr << "AudioTimeStretcher::setRatio: new ratio " << ratio
              << std::endl;

    calculateParameters();

    if (m_wlen == formerWlen) {

        // This is the only container whose size depends on m_ratio

        RingBuffer<float> **newin = new RingBuffer<float> *[m_channels];

        size_t formerSize = m_inbuf[0]->getSize();
        size_t newSize = lrintf(m_outbuf[0]->getSize() / m_ratio) + m_wlen;

        std::cerr << "resizing inbuf from " << formerSize << " to "
                  << newSize << " (outbuf size is " << m_outbuf[0]->getSize() << ", ratio " << m_ratio << ")" << std::endl;

        if (formerSize != newSize) {

            size_t ready = m_inbuf[0]->getReadSpace();

            for (size_t c = 0; c < m_channels; ++c) {
                newin[c] = new RingBuffer<float>(newSize);
            }

            if (ready > 0) {

                size_t copy = std::min(ready, newSize);
                float *tmp = new float[ready];

                for (size_t c = 0; c < m_channels; ++c) {
                    m_inbuf[c]->read(tmp, ready);
                    newin[c]->write(tmp + ready - copy, copy);
                }
                
                delete[] tmp;
            }
            
            for (size_t c = 0; c < m_channels; ++c) {
                delete m_inbuf[c];
            }
            
            delete[] m_inbuf;
            m_inbuf = newin;
        }

    } else {
        
        std::cerr << "wlen changed" << std::endl;
        cleanup();
        initialise();
    }

    pthread_mutex_unlock(&m_mutex);
}

size_t
AudioTimeStretcher::getProcessingLatency() const
{
    return getWindowSize() - getInputIncrement();
}

size_t
AudioTimeStretcher::getRequiredInputSamples() const
{
    size_t rv;
    pthread_mutex_lock(&m_mutex);

    if (m_inbuf[0]->getReadSpace() >= m_wlen) rv = 0;
    else rv = m_wlen - m_inbuf[0]->getReadSpace();

    pthread_mutex_unlock(&m_mutex);
    return rv;
}

void
AudioTimeStretcher::putInput(float **input, size_t samples)
{
    pthread_mutex_lock(&m_mutex);

    // We need to add samples from input to our internal buffer.  When
    // we have m_windowSize samples in the buffer, we can process it,
    // move the samples back by m_n1 and write the output onto our
    // internal output buffer.  If we have (samples * ratio) samples
    // in that, we can write m_n2 of them back to output and return
    // (otherwise we have to write zeroes).

    // When we process, we write m_wlen to our fixed output buffer
    // (m_mashbuf).  We then pull out the first m_n2 samples from that
    // buffer, push them into the output ring buffer, and shift
    // m_mashbuf left by that amount.

    // The processing latency is then m_wlen - m_n2.

    size_t consumed = 0;

    while (consumed < samples) {

	size_t writable = m_inbuf[0]->getWriteSpace();
	writable = std::min(writable, samples - consumed);

	if (writable == 0) {
#ifdef DEBUG_AUDIO_TIME_STRETCHER
	    std::cerr << "WARNING: AudioTimeStretcher::putInput: writable == 0 (inbuf has " << m_inbuf[0]->getReadSpace() << " samples available for reading, space for " << m_inbuf[0]->getWriteSpace() << " more)" << std::endl;
#endif
            if (m_inbuf[0]->getReadSpace() < m_wlen ||
                m_outbuf[0]->getWriteSpace() < m_n2) {
                std::cerr << "WARNING: AudioTimeStretcher::putInput: Inbuf has " << m_inbuf[0]->getReadSpace() << ", outbuf has space for " << m_outbuf[0]->getWriteSpace() << " (n2 = " << m_n2 << ", wlen = " << m_wlen << "), won't be able to process" << std::endl;
                break;
            }
	} else {

#ifdef DEBUG_AUDIO_TIME_STRETCHER
            std::cerr << "writing " << writable << " from index " << consumed << " to inbuf, consumed will be " << consumed + writable << std::endl;
#endif

            for (size_t c = 0; c < m_channels; ++c) {
                m_inbuf[c]->write(input[c] + consumed, writable);
            }
            consumed += writable;
        }

	while (m_inbuf[0]->getReadSpace() >= m_wlen &&
	       m_outbuf[0]->getWriteSpace() >= m_n2) {

	    // We know we have at least m_wlen samples available
	    // in m_inbuf.  We need to peek m_wlen of them for
	    // processing, and then read m_n1 to advance the read
	    // pointer.
            
            for (size_t c = 0; c < m_channels; ++c) {

                size_t got = m_inbuf[c]->peek(m_tempbuf, m_wlen);
                assert(got == m_wlen);

                analyseBlock(c, m_tempbuf);
            }

            bool transient = false;
            if (shouldSharpen()) transient = isTransient();

            size_t n2 = m_n2;

            if (transient) {
                n2 = m_n1;
            }

            ++m_totalCount;
            if (transient) ++m_transientCount;

            m_n2sum += n2;
            m_n2total += n2;

            if (m_totalCount > 50 && m_transientCount < m_totalCount) {

                int fixed = m_transientCount * m_n1;

                float idealTotal = m_totalCount * m_n1 * m_ratio;
                float idealSquashy = idealTotal - fixed;

                float squashyCount = m_totalCount - m_transientCount;
                
                float fn2 = idealSquashy / squashyCount;

                n2 = int(fn2);

                float remainder = fn2 - n2;
                if (drand48() < remainder) ++n2;

#ifdef DEBUG_AUDIO_TIME_STRETCHER
                if (n2 != m_n2) {
                    std::cerr << m_n2 << " -> " << n2 << " (ideal = " << (idealSquashy / squashyCount) << ")" << std::endl;
                }
#endif
            }

            for (size_t c = 0; c < m_channels; ++c) {

                synthesiseBlock(c, m_mashbuf[c],
                                c == 0 ? m_modulationbuf : 0,
                                m_prevTransient ? m_n1 : m_n2);


#ifdef DEBUG_AUDIO_TIME_STRETCHER
                std::cerr << "writing first " << m_n2 << " from mashbuf, skipping " << m_n1 << " on inbuf " << std::endl;
#endif
                m_inbuf[c]->skip(m_n1);

                for (size_t i = 0; i < n2; ++i) {
                    if (m_modulationbuf[i] > 0.f) {
                        m_mashbuf[c][i] /= m_modulationbuf[i];
                    }
                }

                m_outbuf[c]->write(m_mashbuf[c], n2);

                for (size_t i = 0; i < m_wlen - n2; ++i) {
                    m_mashbuf[c][i] = m_mashbuf[c][i + n2];
                }

                for (size_t i = m_wlen - n2; i < m_wlen; ++i) {
                    m_mashbuf[c][i] = 0.0f;
                }
            }

            m_prevTransient = transient;

            for (size_t i = 0; i < m_wlen - n2; ++i) {
                m_modulationbuf[i] = m_modulationbuf[i + n2];
	    }

	    for (size_t i = m_wlen - n2; i < m_wlen; ++i) {
                m_modulationbuf[i] = 0.0f;
	    }

            if (!transient) m_n2 = n2;
	}


#ifdef DEBUG_AUDIO_TIME_STRETCHER
	std::cerr << "loop ended: inbuf read space " << m_inbuf[0]->getReadSpace() << ", outbuf write space " << m_outbuf[0]->getWriteSpace() << std::endl;
#endif
    }

#ifdef DEBUG_AUDIO_TIME_STRETCHER
    std::cerr << "AudioTimeStretcher::putInput returning" << std::endl;
#endif

    pthread_mutex_unlock(&m_mutex);

//    std::cerr << "ratio: nominal: " << getRatio() << " actual: "
//              << m_total2 << "/" << m_total1 << " = " << float(m_total2) / float(m_total1) << " ideal: " << m_ratio << std::endl;
}

size_t
AudioTimeStretcher::getAvailableOutputSamples() const
{
    pthread_mutex_lock(&m_mutex);

    size_t rv = m_outbuf[0]->getReadSpace();

    pthread_mutex_unlock(&m_mutex);
    return rv;
}

void
AudioTimeStretcher::getOutput(float **output, size_t samples)
{
    pthread_mutex_lock(&m_mutex);

    if (m_outbuf[0]->getReadSpace() < samples) {
	std::cerr << "WARNING: AudioTimeStretcher::getOutput: not enough data (yet?) (" << m_outbuf[0]->getReadSpace() << " < " << samples << ")" << std::endl;
	size_t fill = samples - m_outbuf[0]->getReadSpace();
        for (size_t c = 0; c < m_channels; ++c) {
            for (size_t i = 0; i < fill; ++i) {
                output[c][i] = 0.0;
            }
            m_outbuf[c]->read(output[c] + fill, m_outbuf[c]->getReadSpace());
        }
    } else {
#ifdef DEBUG_AUDIO_TIME_STRETCHER
	std::cerr << "enough data - writing " << samples << " from outbuf" << std::endl;
#endif
        for (size_t c = 0; c < m_channels; ++c) {
            m_outbuf[c]->read(output[c], samples);
        }
    }

#ifdef DEBUG_AUDIO_TIME_STRETCHER
    std::cerr << "AudioTimeStretcher::getOutput returning" << std::endl;
#endif

    pthread_mutex_unlock(&m_mutex);
}

void
AudioTimeStretcher::analyseBlock(size_t c, float *buf)
{
    size_t i;

    // buf contains m_wlen samples

#ifdef DEBUG_AUDIO_TIME_STRETCHER
    std::cerr << "AudioTimeStretcher::analyseBlock (channel " << c << ")" << std::endl;
#endif

    m_analysisWindow->cut(buf);

    for (i = 0; i < m_wlen/2; ++i) {
	float temp = buf[i];
	buf[i] = buf[i + m_wlen/2];
	buf[i + m_wlen/2] = temp;
    }

    for (i = 0; i < m_wlen; ++i) {
	m_time[c][i] = buf[i];
    }

    fftwf_execute(m_plan[c]); // m_time -> m_freq
}

bool
AudioTimeStretcher::isTransient()
{
    int count = 0;

    for (size_t i = 0; i <= m_wlen/2; ++i) {

        float real = 0.f, imag = 0.f;

        for (size_t c = 0; c < m_channels; ++c) {
            real += m_freq[c][i][0];
            imag += m_freq[c][i][1];
        }

        float sqrmag = (real * real + imag * imag);

        if (m_prevTransientMag[i] > 0.f) {
            float diff = 10.f * log10f(sqrmag / m_prevTransientMag[i]);
            if (diff > 3.f) ++count;
        }

        m_prevTransientMag[i] = sqrmag;
    }

    bool isTransient = false;

//    if (count > m_transientThreshold &&
//        count > m_prevTransientScore * 1.2) {
    if (count > m_prevTransientScore &&
        count > m_transientThreshold &&
        count - m_prevTransientScore > m_wlen / 20) {
        isTransient = true;

#ifdef DEBUG_AUDIO_TIME_STRETCHER
        std::cerr << "isTransient (count = " << count << ", prev = " << m_prevTransientScore << ", diff = " << count - m_prevTransientScore << ", ratio = " << (m_totalCount > 0 ? (float (m_n2sum) / float(m_totalCount * m_n1)) : 1.f) << ", ideal = " << m_ratio << ", nominal = " << getRatio() << ")" << std::endl;
//    } else {
//        std::cerr << " !transient (count = " << count << ", prev = " << m_prevTransientScore << ", diff = " << count - m_prevTransientScore << ")" << std::endl;
#endif
    }

    m_prevTransientScore = count;

    return isTransient;
}

void
AudioTimeStretcher::synthesiseBlock(size_t c,
                                    float *out,
                                    float *modulation,
                                    size_t lastStep)
{
    bool unchanged = (lastStep == m_n1);

    for (size_t i = 0; i <= m_wlen/2; ++i) {
		
        float phase = princargf(atan2f(m_freq[c][i][1], m_freq[c][i][0]));
        float adjustedPhase = phase;

//        float binfreq = float(m_sampleRate * i) / m_wlen;

        if (!unchanged) {

            float mag = sqrtf(m_freq[c][i][0] * m_freq[c][i][0] +
                              m_freq[c][i][1] * m_freq[c][i][1]);

            float omega = (2 * M_PI * m_n1 * i) / m_wlen;
	
            float expectedPhase = m_prevPhase[c][i] + omega;

            float phaseError = princargf(phase - expectedPhase);

            float phaseIncrement = (omega + phaseError) / m_n1;
            
            adjustedPhase = m_prevAdjustedPhase[c][i] +
                lastStep * phaseIncrement;
            
            float real = mag * cosf(adjustedPhase);
            float imag = mag * sinf(adjustedPhase);
            m_freq[c][i][0] = real;
            m_freq[c][i][1] = imag;
        }

        m_prevPhase[c][i] = phase;
        m_prevAdjustedPhase[c][i] = adjustedPhase;
    }

    fftwf_execute(m_iplan[c]); // m_freq -> m_time, inverse fft

    for (size_t i = 0; i < m_wlen/2; ++i) {
        float temp = m_time[c][i];
        m_time[c][i] = m_time[c][i + m_wlen/2];
        m_time[c][i + m_wlen/2] = temp;
    }
    
    for (size_t i = 0; i < m_wlen; ++i) {
        m_time[c][i] = m_time[c][i] / m_wlen;
    }

    m_synthesisWindow->cut(m_time[c]);

    for (size_t i = 0; i < m_wlen; ++i) {
        out[i] += m_time[c][i];
    }

    if (modulation) {

        float area = m_analysisWindow->getArea();

        for (size_t i = 0; i < m_wlen; ++i) {
            float val = m_synthesisWindow->getValue(i);
            modulation[i] += val * area;
        }
    }
}



}