generated from eliahuhorwitz/Academic-project-page-template
-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathindex.html
713 lines (629 loc) · 28.2 KB
/
index.html
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
666
667
668
669
670
671
672
673
674
675
676
677
678
679
680
681
682
683
684
685
686
687
688
689
690
691
692
693
694
695
696
697
698
699
700
701
702
703
704
705
706
707
708
709
710
711
712
713
<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<!-- Meta tags for social media banners, these should be filled in appropriatly as they are your "business card" -->
<!-- Replace the content tag with appropriate information -->
<meta name="description" content="DESCRIPTION META TAG">
<meta property="og:title" content="SOCIAL MEDIA TITLE TAG"/>
<meta property="og:description" content="SOCIAL MEDIA DESCRIPTION TAG TAG"/>
<meta property="og:url" content="URL OF THE WEBSITE"/>
<!-- Path to banner image, should be in the path listed below. Optimal dimenssions are 1200X630-->
<meta property="og:image" content="static/image/your_banner_image.png" />
<meta property="og:image:width" content="1200"/>
<meta property="og:image:height" content="630"/>
<meta name="twitter:title" content="TWITTER BANNER TITLE META TAG">
<meta name="twitter:description" content="TWITTER BANNER DESCRIPTION META TAG">
<!-- Path to banner image, should be in the path listed below. Optimal dimenssions are 1200X600-->
<meta name="twitter:image" content="static/images/your_twitter_banner_image.png">
<meta name="twitter:card" content="summary_large_image">
<!-- Keywords for your paper to be indexed by-->
<meta name="keywords" content="KEYWORDS SHOULD BE PLACED HERE">
<meta name="viewport" content="width=device-width, initial-scale=1">
<title>DualSep: A Light-weight Dual-Encoder Convolutional Recurrent Network For Real-Time In-Car Speech Separation</title>
<link rel="icon" type="image/x-icon" href="static/images/favicon.ico">
<link href="https://fonts.googleapis.com/css?family=Google+Sans|Noto+Sans|Castoro"
rel="stylesheet">
<link rel="stylesheet" href="static/css/bulma.min.css">
<link rel="stylesheet" href="static/css/bulma-carousel.min.css">
<link rel="stylesheet" href="static/css/bulma-slider.min.css">
<link rel="stylesheet" href="static/css/fontawesome.all.min.css">
<link rel="stylesheet"
href="https://cdn.jsdelivr.net/gh/jpswalsh/academicons@1/css/academicons.min.css">
<link rel="stylesheet" href="static/css/index.css">
<script src="https://ajax.googleapis.com/ajax/libs/jquery/3.5.1/jquery.min.js"></script>
<script src="https://documentcloud.adobe.com/view-sdk/main.js"></script>
<script defer src="static/js/fontawesome.all.min.js"></script>
<script src="static/js/bulma-carousel.min.js"></script>
<script src="static/js/bulma-slider.min.js"></script>
<script src="static/js/index.js"></script>
</head>
<body>
<section class="hero">
<div class="hero-body">
<div class="container is-max-desktop">
<div class="columns is-centered">
<div class="column has-text-centered">
<h1 class="title is-1 publication-title">DualSep: A Light-weight Dual-Encoder Convolutional Recurrent Network For Real-Time In-Car Speech Separation</h1>
<div class="is-size-5 publication-authors">
<!-- Paper authors -->
<span class="author-block">
<a href="https://scholar.google.com/citations?user=K9KpvFYAAAAJ&hl=en" target="_blank">Ziqian Wang</a><sup>1</sup>,</span>
<span class="author-block">
<a target="_blank">Jiayao Sun</a><sup>1</sup>,</span>
<span class="author-block">
<a target="_blank">Zihan Zhang</a><sup>1</sup>,</span>
<span class="author-block">
<a target="_blank">Xingchen Li</a><sup>1</sup>,</span>
<span class="author-block">
<a target="_blank">Jie Liu</a><sup>2</sup>,</span>
<span class="author-block">
<a target="_blank">Lei Xie</a><sup>1</sup>
</span>
</div>
<div class="is-size-5 publication-authors">
<span class="author-block"><sup>1</sup> Audio, Speech and Language Processing Group (ASLP@NPU) School of Computer Science,
Northwestern Polytechnical University, Xi’an, China</span>
<span class="author-block"><sup>2</sup> Huawei Cloud</span>
</div>
<div class="column has-text-centered">
<div class="publication-links">
<!-- Arxiv PDF link -->
<span class="link-block">
<a href="https://arxiv.org/pdf/<ARXIV PAPER ID>.pdf" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fas fa-file-pdf"></i>
</span>
<span>Paper</span>
</a>
</span>
<!-- Supplementary PDF link -->
<!-- <span class="link-block">
<a href="static/pdfs/supplementary_material.pdf" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fas fa-file-pdf"></i>
</span>
<span>Supplementary</span>
</a>
</span> -->
<!-- Github link -->
<!-- <span class="link-block">
<a href="https://github.com/YOUR REPO HERE" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="fab fa-github"></i>
</span>
<span>Code</span>
</a>
</span> -->
<!-- ArXiv abstract Link -->
<span class="link-block">
<a href="https://arxiv.org/abs/<ARXIV PAPER ID>" target="_blank"
class="external-link button is-normal is-rounded is-dark">
<span class="icon">
<i class="ai ai-arxiv"></i>
</span>
<span>arXiv</span>
</a>
</span>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- Teaser video-->
<!-- <section class="hero teaser">
<div class="container is-max-desktop">
<div class="hero-body">
<video poster="" id="tree" autoplay controls muted loop height="100%"> -->
<!-- Your video here -->
<!-- <source src="static/videos/banner_video.mp4"
type="video/mp4">
</video>
<h2 class="subtitle has-text-centered">
Aliquam vitae elit ullamcorper tellus egestas pellentesque. Ut lacus tellus, maximus vel lectus at, placerat pretium mi. Maecenas dignissim tincidunt vestibulum. Sed consequat hendrerit nisl ut maximus.
</h2>
</div>
</div>
</section> -->
<!-- End teaser video -->
<!-- Paper abstract -->
<section class="section hero is-light">
<div class="container is-max-desktop">
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h2 class="title is-3">Abstract</h2>
<div class="content has-text-justified">
<p>
The advancements in deep learning and voice-activated technologies have driven the development of human-vehicle interaction. Distributed microphone arrays are commonly used better to capture passengers' voices across different speech zones, resulting in excessive audio channels. However, the limited computational resources within the in-car environment, coupled with the need for low latency, make in-car multi-channel speech separation still a challenging problem. To migrate the problem, we propose a lightweight framework that cascades digital signal processing (DSP) and neural networks (NN). We utilize beamforming and independent vector analysis (IVA) to reduce computational costs and offer spatial prior. We employ dual encoders for dual-branch modeling, with spatial encoder capturing spatial cues and spectral encoder preserving spectral information, facilitating spatial-spectral fusion. Our proposed system supports both streaming and non-streaming modes. Experimental results demonstrate the superiority of the proposed system across various metrics. With only 0.83M parameters and 0.39 real-time factor (RTF) on an Intel Core i7 (2.6GHz) CPU, it effectively separates speech into distinct speech zones. </div>
</div>
</div>
</section>
<!-- End paper abstract -->
<!-- Image carousel -->
<section class="hero is-small">
<div class="hero-body">
<div class="container">
<div id="results-carousel" class="carousel results-carousel">
<div class="item">
<!-- Your image here -->
<img src="static/images/pipeline.drawio_00.png" alt="MY ALT TEXT"/>
<h2 class="subtitle has-text-centered">
Overview of the proposed system: DualSep.
</h2>
</div>
<div class="item">
<!-- Your image here -->
<img style="display: block;width: 257px;height:442px;margin-left: auto;margin-right: auto;" src="static/images/convblock.drawio_00.png" alt="MY ALT TEXT"/>
<h2 class="subtitle has-text-centered">
Gated Temporal-Frequency Convolutional Block.
</h2>
</div>
<div class="item">
<!-- Your image here -->
<img style="display: block;width: 257px;height:442px;margin-left: auto;margin-right: auto;" src="static/images/tfcm.drawio_00.png" alt="MY ALT TEXT"/>
<h2 class="subtitle has-text-centered">
TFCM Block.
</h2>
</div>
<div class="item">
<!-- Your image here -->
<img style="display: block;width: 257px;height:442px;margin-left: auto;margin-right: auto;" src="static/images/ftlstm.drawio_00.png" alt="MY ALT TEXT"/>
<h2 class="subtitle has-text-centered">
Triple-Path Modeling Module.
</h2>
</div>
</div>
</div>
</div>
</section>
<!-- End image carousel -->
<section class="hero is-small is-light">
<div class="hero-body">
<div class="container">
<!-- Paper video. -->
<h2 class="title is-3">Separated speech samples by the proposed DualSep</h2>
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h3 class="title is-5">Sample1 with only one speaker talking in zone 6 -- Easy done😊</h3>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/mix.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/mix/sample2-6/ch1.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Mono mixture from 6-ch signals obtained by fixed beamforming from 24-ch distributed mic-array recording</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample2/spk1.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample2-6/ch1.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 1</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample2/spk2.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample2-6/ch2.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 2</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample2/spk3.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample2-6/ch3.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 3</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample2/spk4.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample2-6/ch4.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 4</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample2/spk5.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample2-6/ch5.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 5</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample2/spk6.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample2-6/ch6.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 6</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="hero is-small is-light">
<div class="hero-body">
<div class="container">
<!-- Paper video. -->
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h3 class="title is-5">Sample2 with speakers talking in zone 1, 3, 5 simultaneously -- It's fine🧐</h3>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/mix.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/mix/sample3-135/ch1.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Mono mixture from 6-ch signals obtained by fixed beamforming from 24-ch distributed mic-array recording</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/spk1.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample3-135/ch1.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 1</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/spk2.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample3-135/ch2.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 2</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/spk3.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample3-135/ch3.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 3</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/spk4.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample3-135/ch4.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 4</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/spk5.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample3-135/ch5.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 5</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample3/spk6.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample3-135/ch6.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 6</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<section class="hero is-small is-light">
<div class="hero-body">
<div class="container">
<!-- Paper video. -->
<div class="columns is-centered has-text-centered">
<div class="column is-four-fifths">
<h3 class="title is-5">Sample3 when all speech zones speak simultaneously -- Challenging but ok😎</h3>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/mix.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/mix/sample1-123456/ch1.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Mono mixture from 6-ch signals obtained by fixed beamforming from 24-ch distributed mic-array recording</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/spk1.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample1-123456/ch1.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 1</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/spk2.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample1-123456/ch2.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 2</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/spk3.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample1-123456/ch3.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 3</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/spk4.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample1-123456/ch4.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 4</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/spk5.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample1-123456/ch5.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 5</p>
</div>
</div>
</div>
</div>
<div class="column is-four-fifths">
<div class="content-container">
<div class="image-container">
<img src="static/images/sample1/spk6.png" alt="mix">
</div>
<div class="audio-container">
<div class="audio-item">
<audio controls>
<source src="static/audio/sep/sample1-123456/ch6.wav" type="audio/wav">
Your browser does not support the audio element.
</audio>
<p>Seperated speech in zone 6</p>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!-- End youtube video -->
<!-- Video carousel -->
<!-- <section class="hero is-small">
<div class="hero-body">
<div class="container">
<h2 class="title is-3">Another Carousel</h2>
<div id="results-carousel" class="carousel results-carousel">
<div class="item item-video1">
<video poster="" id="video1" autoplay controls muted loop height="100%"> -->
<!-- Your video file here -->
<!-- <source src="static/videos/carousel1.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-video2">
<video poster="" id="video2" autoplay controls muted loop height="100%"> -->
<!-- Your video file here -->
<!-- <source src="static/videos/carousel2.mp4"
type="video/mp4">
</video>
</div>
<div class="item item-video3">
<video poster="" id="video3" autoplay controls muted loop height="100%">\ -->
<!-- Your video file here -->
<!-- <source src="static/videos/carousel3.mp4"
type="video/mp4">
</video>
</div>
</div>
</div>
</div>
</section> -->
<!-- End video carousel -->
<!-- Paper poster -->
<!-- <section class="hero is-small is-light">
<div class="hero-body">
<div class="container">
<h2 class="title">Poster</h2>
<iframe src="static/pdfs/sample.pdf" width="100%" height="550">
</iframe>
</div>
</div>
</section> -->
<!--End paper poster -->
<!--BibTex citation -->
<!-- <section class="section" id="BibTeX">
<div class="container is-max-desktop content">
<h2 class="title">BibTeX</h2>
<pre><code>BibTex Code Here</code></pre>
</div>
</section> -->
<!--End BibTex citation -->
<footer class="footer">
<div class="container">
<div class="columns is-centered">
<div class="column is-8">
<div class="content">
<p>
This page was built using the <a href="https://github.com/eliahuhorwitz/Academic-project-page-template" target="_blank">Academic Project Page Template</a> which was adopted from the <a href="https://nerfies.github.io" target="_blank">Nerfies</a> project page.
You are free to borrow the of this website, we just ask that you link back to this page in the footer. <br> This website is licensed under a <a rel="license" href="http://creativecommons.org/licenses/by-sa/4.0/" target="_blank">Creative
Commons Attribution-ShareAlike 4.0 International License</a>.
</p>
</div>
</div>
</div>
</div>
</footer>
<!-- Statcounter tracking code -->
<!-- You can add a tracker to track page visits by creating an account at statcounter.com -->
<!-- End of Statcounter Code -->
</body>
</html>