-
Notifications
You must be signed in to change notification settings - Fork 29
/
index.html
489 lines (444 loc) · 21.7 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
<!doctype html>
<html lang="en">
<head>
<!-- Required meta tags -->
<meta charset="utf-8">
<meta name="viewport" content="width=device-width, initial-scale=1, shrink-to-fit=no">
<link rel="icon" href="img/favicon.ico">
<title>SpeechBrain: Open-Source Conversational AI for Everyone</title>
<!-- Bootstrap CSS -->
<link rel="stylesheet" href="css/bootstrap.css">
<link rel="stylesheet" href="vendors/linericon/style.css">
<link rel="stylesheet" href="css/font-awesome.min.css">
<link rel="stylesheet" href="vendors/owl-carousel/owl.carousel.min.css">
<link rel="stylesheet" href="vendors/lightbox/simpleLightbox.css">
<link rel="stylesheet" href="vendors/nice-select/css/nice-select.css">
<link rel="stylesheet" href="vendors/animate-css/animate.css">
<link rel="stylesheet" href="vendors/flaticon/flaticon.css">
<!-- main css -->
<link rel="stylesheet" href="css/style.css">
<link rel="stylesheet" href="css/responsive.css">
<!-- Global site tag (gtag.js) - Google Analytics -->
<script async src="https://www.googletagmanager.com/gtag/js?id=UA-146863989-1"></script>
<script>
window.dataLayer = window.dataLayer || [];
function gtag(){dataLayer.push(arguments);}
gtag('js', new Date());
gtag('config', 'UA-146863989-1');
</script>
</head>
<body>
<!--================Header Menu Area =================-->
<header class="header_area">
<div class="main_menu">
<nav class="navbar navbar-expand-lg navbar-light">
<div class="container box_1620">
<!-- Brand and toggle get grouped for better mobile display -->
<a class="navbar-brand logo_h" href="index.html"><img src="img/speechbrain-horiz-logo.svg" width="175px" alt=""></a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarSupportedContent" aria-controls="navbarSupportedContent" aria-expanded="false" aria-label="Toggle navigation">
<span class="icon-bar"></span>
<span class="icon-bar"></span>
<span class="icon-bar"></span>
</button>
<!-- Collect the nav links, forms, and other content for toggling -->
<div class="collapse navbar-collapse offset" id="navbarSupportedContent">
<ul class="nav navbar-nav menu_nav justify-content-center">
<li class="nav-item active"><a class="nav-link" href="index.html">Home</a></li>
<li class="nav-item"><a class="nav-link" href="about.html">About SpeechBrain</a></li>
<li class="nav-item"><a class="nav-link" href="contributing.html">Contributing</a></li>
<li class="nav-item"><a class="nav-link" href="https://speechbrain.readthedocs.io/">Documentation</a></li>
<li class="nav-item"><a class="nav-link" href="https://speechbrain.readthedocs.io/">Tutorials</a></li>
<li class="nav-item"><a class="nav-link" href="benchmarks.html">Benchmarks</a></li>
</ul>
</div>
</div>
</nav>
</div>
</header>
<!--================Header Menu Area =================-->
<!--================Home Banner Area =================-->
<section class="home_banner_area">
<div class="banner_inner">
<div class="container">
<div class="row">
<div class="col-lg-7">
<div class="banner_content">
<h2>SpeechBrain <br /></h2>
<h3>Open-Source Conversational AI for Everyone</h3>
<a class="banner_btn" href="https://speechbrain.readthedocs.io/">Get Started</a>
<a class="banner_btn2" href="https://github.com/speechbrain/speechbrain">GitHub</a>
<a class="banner_btn4" href="https://huggingface.co/speechbrain"><img src="img/hf.svg" style="width:40px"/></a>
<a class="banner_btn4" href="https://www.youtube.com/@SpeechBrainProject/videos"><img src="img/youtube.svg" style="width:40px"/></a>
</div>
</div>
<div class="col-lg-5">
<div class="home_left_img">
<img class="img-fluid" style="margin-bottom: -20%; max-height:300px" src="img/speechbrain-round-logo.svg" alt="">
</div>
</div>
</div>
<div class="row">
<div class="col-lg-4" style="margin-top: 8px;">
<iframe src="https://ghbtns.com/github-btn.html?user=speechbrain&repo=speechbrain&type=star&count=true&size=large&v=2" frameborder="0" scrolling="0" width="170" height="30" title="GitHub"></iframe>
<a href="https://discord.gg/3wYvAaz3Ck"><img style="margin-top: -30px; margin-left: -15px" src="https://dcbadge.vercel.app/api/server/3wYvAaz3Ck?style=flat" /></a>
</div>
</div>
</div>
</div>
</section>
<!--================End Home Banner Area =================-->
<div class="alert alert-primary" role="alert" style="text-align: center; font-size: 24px;">
🎉 SpeechBrain 1.0 is out. <a href="https://colab.research.google.com/drive/1IEPfKRuvJRSjoxu22GZhb3czfVHsAy0s?usp=sharing"><strong> Check out what's new!</strong></a>
</div>
<!--================Work Area =================-->
<section class="work_area p_120">
<div class="container">
<div class="main_title">
<h2>Key Features</h2>
<p>Open, simple, flexible, well-documented, and with competitive performance.</p>
</div>
<div class="work_inner row">
<div class="col-lg-4">
<div class="work_item">
<i class="lnr lnr-mic"></i>
<a href="#"><h4>Speech</h4></a>
<p>SpeechBrain supports state-of-the-art technologies for speech recognition, enhancement, separation, text-to-speech, speaker recognition, speech-to-speech translation, spoken language understanding, and beyond.</p>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<i class="lnr lnr-volume"></i>
<a href="#"><h4>Audio</h4></a>
<p>SpeechBrain encompasses a wide range of audio technologies, including vocoding, audio augmentation, feature extraction, sound event detection, beamforming, and other multi-microphone signal processing capabilities.</p>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<i class="lnr lnr-book"></i>
<a href="#"><h4>Text</h4></a>
<p>SpeechBrain offers user-friendly tools for training Language Models, supporting technologies ranging from basic n-gram LMs to modern Large Language Models. Our platform seamlessly integrates them into speech processing pipelines and facilitates the creation of customizable chatbots.</p>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<i class="lnr lnr-rocket"></i>
<a href="#"><h4>Technology</h4></a>
<p>SpeechBrain leverages the most advanced deep learning technologies, including methods for self-supervised learning, continual learning, diffusion models, Bayesian deep learning, and interpretable neural networks.</p>
</div>
</div>
<div class="col-lg-4" style="margin:0 auto">
<div class="work_item">
<i class="lnr lnr-magic-wand"></i>
<a href="#"><h4>Research & Development</h4></a>
<p>SpeechBrain is engineered to accelerate the research and development of Conversational AI technologies. It comes with pre-built recipes for popular datasets. Extensive documentation and tutorials are available to support newcomers.</p>
</div>
</div>
<div class="col-lg-4" style="margin:0 auto">
<div class="work_item">
<i><img src="img/hf.svg" style="width:60px"/></i>
<a href="#"><h4>HuggingFace!</h4></a>
<p>SpeechBrain offers pre-trained models with user-friendly interfaces, making tasks like transcription, speaker verification, speech enhancement, and source separation easier than ever.</p>
</div>
</div>
</div>
</div>
</section>
<!--================End Work Area =================-->
<!--================BIG MENU Area =================-->
<section class="made_life_area p_120">
<div class="container">
<div class="main_title">
<h2>Why SpeechBrain?</h2>
</div>
<div class="made_life_inner">
<ul class="nav nav-tabs" id="myTab" role="tablist">
<li class="nav-item">
<a class="nav-link active" id="home-tab" data-toggle="tab" href="#home" role="tab" aria-controls="home" aria-selected="true">Easy to install</a>
</li>
<li class="nav-item">
<a class="nav-link" id="profile-tab" data-toggle="tab" href="#profile" role="tab" aria-controls="profile" aria-selected="false">Easy to use</a>
</li>
<li class="nav-item">
<a class="nav-link" id="contact-tab" data-toggle="tab" href="#contact" role="tab" aria-controls="contact" aria-selected="false">Easy to customize</a>
</li>
</ul>
<div class="tab-content" id="myTabContent">
<div class="tab-pane fade show active" id="home" role="tabpanel" aria-labelledby="home-tab">
<div class="row made_life_text">
<div class="col-lg-6">
<div class="left_side_text">
<h3>Adapts to your needs.</h3>
<h6>You can install SpeechBrain via PyPI for quick access to its functionalities, or through a local install for accessing recipes and delving deeper into the toolkit.</h6>
<a class="main_btn" href="https://speechbrain.readthedocs.io/">Get Started Now</a>
</div>
</div>
<div class="col-lg-6">
<div class="chart_img">
<pre><code class="bash">
# From PyPI
pip install speechbrain
# Local installation
git clone https://github.com/speechbrain/speechbrain.git
cd speechbrain
pip install -r requirements.txt
pip install --editable .
</code></pre>
</div>
</div>
</div>
</div>
<div class="tab-pane fade" id="profile" role="tabpanel" aria-labelledby="profile-tab">
<div class="row made_life_text">
<div class="col-lg-6">
<div class="left_side_text">
<h3>A single command.</h3>
<h6>Each SpeechBrain recipe defines all hyperparameters into a single YAML file. The training process is then orchestrated by a Python script.</h6>
<a class="main_btn" href="https://speechbrain.readthedocs.io/">Get Started Now</a>
</div>
</div>
<div class="col-lg-6">
<div class="chart_img">
<pre><code class="bash">
cd recipes/{dataset}/{task}/train
# Train the model using the default recipe
python train.py hparams/train.yaml
# Train the model with a hyperparameter tweak
python train.py hparams/train.yaml --learning_rate=0.1
</code></pre>
</div>
</div>
</div>
</div>
<div class="tab-pane fade" id="contact" role="tabpanel" aria-labelledby="contact-tab">
<div class="row made_life_text">
<div class="row made_life_text">
<div class="col-lg-6">
<div class="left_side_text">
<h3>Built for research.</h3>
<h6>
SpeechBrain is designed for research and development. Hence, flexibility, transparency, and replicability are core concepts to enhance our daily workflows. Users can easily define custom deep learning models, losses, training/evaluation loops, and input pipelines/transformations, and easily integrate into existing pipelines.
</h6>
<a class="main_btn" href="https://speechbrain.readthedocs.io/">Get Started Now</a>
</div>
</div>
<div class="col-lg-6">
<div class="chart_img">
<pre><code class="python">
class ASR_Brain(sb.Brain):
def compute_forward(self, batch, stage):
# Compute features (mfcc, fbanks, etc.) on the fly
features = self.hparams.compute_features(batch.wavs)
# Improve robustness with pre-built augmentations
features = self.hparams.augment(features)
# Apply your custom model
return self.modules.myCustomModel(features)
</code></pre>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!--================END BIG MENU Area =================-->
<!--================Screen Area =================-->
<section class="screen_area text-center p_120">
<div class="container">
<div class="main_title">
<h2>Sponsors</h2>
<p> <a href="https://drive.google.com/file/d/1G1T2kbqMA1Rluzax5PcGa7TFV--mmKvX/view?usp=sharing"> Our new call for sponsors (2024) is now open. </a></p>
</div>
<div class="work_inner row">
<div class="col-lg-4">
<div class="work_item">
<img src="img/sponsors/logo_nle.png" alt="nle" style="max-width: 200px; padding-top:80px"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img src="img/hf.ico" alt="hf" style="max-width: 170px;"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img src="img/sponsors/logo_badu.png" alt="baidu" style="max-width: 500px; padding-top:60px;"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img src="img/sponsors/logo_ovh.png" alt="ovh" style="max-width: 200px; padding-top:50px;"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img src="img/partners/logo_lia.png" alt="lia" style="max-width: 175px; padding-top:20px;"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img class="img-partner" src="img/sponsors/logo_vd.png" style="max-width: 250px; padding-top:60px;"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img class="img-partner" src="img/sponsors/logo_mila_small.png" style="padding-top:60px;"></i>
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img src="img/sponsors/samsung_official.png" style="max-width: 250px; padding-top:100px;" alt="">
</div>
</div>
<div class="col-lg-4">
<div class="work_item">
<img src="img/sponsors/concordia.png" style="max-width: 250px; padding-top:100px;" alt="">
</div>
</div>
</section>
<!--================End Screen Area =================-->
<!--================Screen Area =================-->
<section class="screen_area text-center p_120">
<div class="container">
<div class="main_title">
<h2>Previous Sponsors</h2>
</div>
<div class="grid_container">
<div class="grid">
<div><img src="img/sponsors/logo_nuance.png" alt=""></div>
<div><img src="img/sponsors/logo_dolby.png" alt=""></div>
<div><img src="img/sponsors/logo_nvidia.png" alt=""></div>
</div>
</div>
</section>
<!--================End Screen Area =================-->
<!--================Testimonials Area =================-->
<section class="made_life_area p_120">
<div class="container">
<div class="main_title">
<h2>Collaborators</h2>
</div>
<div class="testi_slider owl-carousel">
<div class="item">
<div class="testi_item">
<div class="media">
<div class="media-body">
<img src="img/partners/logo_lia.png" alt="" style="max-width:200px">
</div>
</div>
</div>
</div>
<div class="item">
<div class="testi_item">
<div class="media">
<div class="media-body">
<img src="img/partners/logo_cambridge.png" alt="" style="max-width:150px">
</div>
</div>
</div>
</div>
<div class="item">
<div class="testi_item">
<div class="media">
<div class="media-body">
<img src="img/partners/logo_sherbrooke.jpg" alt="" style="max-width:200px">
</div>
</div>
</div>
</div>
<div class="item">
<div class="testi_item">
<div class="media">
<div class="media-body">
<img src="img/partners/logo_mila_small.png" alt="" style="max-width:200px">
</div>
</div>
</div>
</div>
<div class="item">
<div class="testi_item">
<div class="media">
<div class="media-body">
<img src="img/partners/logo_bioASP.jpg" alt="" style="max-width:200px">
</div>
</div>
</div>
</div>
<div class="item">
<div class="testi_item">
<div class="media">
<div class="media-body">
<img src="img/sponsors/samsung_official.png" alt="" style="max-width:200px">
</div>
</div>
</div>
</div>
</div>
</div>
</section>
<!--================End Testimonials Area =================-->
<!--================Footer Area =================-->
<footer class="footer_area p_120">
<div class="container">
<div class="row footer_inner">
<div class="col-lg-5 col-sm-6">
<aside class="f_widget ab_widget">
<div class="f_title">
<h3>About Us</h3>
</div>
<p style="text-align:justify">SpeechBrain isn't a company or an association.
It is an open-source toolkit and a community created by Dr. Mirco Ravanelli and co-created by Dr. Titouan Parcollet.
We aim at making speech technologies more accessible for the community. </p>
<p><!-- Link back to Colorlib can't be removed. Template is licensed under CC BY 3.0. -->
Copyright ©<script>document.write(new Date().getFullYear());</script> All rights reserved</p>
</aside>
</div>
<div class="col-lg-5 col-sm-6">
<aside class="f_widget news_widget">
<div class="f_title">
<h3>Opportunities</h3>
</div>
<p>Thanks to our sponsors, we often recruit talented candidates to continue expanding the functionalities of SpeechBrain.
Feel free to contact us at: [email protected]</p>
</aside>
</div>
<div class="col-lg-2">
<aside class="f_widget social_widget">
<div class="f_title">
<h3>Follow Us</h3>
</div>
<p>Let us be social</p>
<ul class="list">
<li><a href="https://twitter.com/SpeechBrain1"><i class="fa fa-twitter"></i></a></li>
</ul>
</aside>
</div>
</div>
</div>
</footer>
<!--================End Footer Area =================-->
<!-- Optional JavaScript -->
<!-- jQuery first, then Popper.js, then Bootstrap JS -->
<script src="js/jquery-3.2.1.min.js"></script>
<script src="js/popper.js"></script>
<script src="js/bootstrap.min.js"></script>
<script src="js/stellar.js"></script>
<script src="vendors/lightbox/simpleLightbox.min.js"></script>
<script src="vendors/nice-select/js/jquery.nice-select.min.js"></script>
<script src="vendors/isotope/imagesloaded.pkgd.min.js"></script>
<script src="vendors/isotope/isotope-min.js"></script>
<script src="vendors/owl-carousel/owl.carousel.min.js"></script>
<script src="js/jquery.ajaxchimp.min.js"></script>
<script src="vendors/counter-up/jquery.waypoints.min.js"></script>
<script src="vendors/counter-up/jquery.counterup.min.js"></script>
<script src="js/mail-script.js"></script>
<!--gmaps Js-->
<script src="https://maps.googleapis.com/maps/api/js?key=AIzaSyCjCGmQ0Uq4exrzdcL6rvxywDDOvfAu6eE"></script>
<script src="js/gmaps.min.js"></script>
<script src="js/theme.js"></script>
<link rel="stylesheet" href="js/styles/monokai-sublime.css">
<script src="js/highlight.pack.js"></script>
<script>hljs.initHighlightingOnLoad();</script>
</body>
</html>