-
Notifications
You must be signed in to change notification settings - Fork 0
/
Copy pathRTVC-1.html
327 lines (318 loc) · 19.1 KB
/
RTVC-1.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
<html>
<head>
<meta charset="UTF-8">
<title>Audio Samples for RTVC-1 Voice Cloning Model</title>
<link rel="stylesheet" type="text/css" href="stylesheet.css"/>
</head>
<body>
<div>
<article>
<header>
<h1>Audio Samples for RTVC-1 Voice Cloning Model</h1>
</header>
</article>
<p><b>Repository:</b>
<a href="https://github.com/CorentinJ/Real-Time-Voice-Cloning">CorentinJ/Real-Time-Voice-Cloning</a>
@<a href="https://github.com/CorentinJ/Real-Time-Voice-Cloning/tree/5425557efe30863267f805851f918124191e0be0">5425557</a></p>
<p><b>Description:</b>
RTVC-1 consists of the original pretrained models released with the
Real-Time-Voice-Cloning repository. RTVC-1 output may contain very long
pauses. This is resolved in RTVC-3 with better data preprocessing.
</p>
<p><a href="index.html">Click here for more voice cloning experiments.</a></p>
<h2>RTVC-1 Model Overview</h2>
<table class="model">
<thead>
<tr>
<th></th>
<th>Name</th>
<th>Model</th>
<th>Steps</th>
<th>Batch Size</th>
<th>Datasets Used</th>
<th>Speakers</th>
<th>Audio Duration</th>
</tr>
</thead>
<tbody>
<tr>
<td><b>Speaker Encoder:</b></td>
<td>Pretrained</td>
<td>GE2E</td>
<td>1,564,501</td>
<td>64</td>
<td>LibriSpeech train-other-500<br>
VoxCeleb1 Dev A-D<br>
VoxCeleb2 Dev A-H</td>
<td>8371</td>
<td>3201 hours</td>
</tr>
<tr>
<td><b>Synthesizer:</b></td>
<td>Pretrained</td>
<td>Tacotron 2</td>
<td>278,000</td>
<td>144</td>
<td>LibriSpeech train-clean-100<br>
LibriSpeech train-clean-360</td>
<td>1172</td>
<td>436 hours</td>
</tr>
<tr>
<td><b>Vocoder:</b></td>
<td>Pretrained</td>
<td>WaveRNN</td>
<td>428,000</td>
<td>100</td>
<td>LibriSpeech train-clean-100<br>
LibriSpeech train-clean-360</td>
<td>1172</td>
<td>436 hours</td>
</tr>
</tbody>
</table>
<h2>Voice Cloning Results</h2>
<p><i>All speakers are unseen during training. The first row is the reference audio used to compute the speaker embedding. The rows below that are synthesized using that speaker embedding.</i></p>
<table>
<thead>
<tr>
<th></th><th>VCTK p240</th><th>VCTK p260</th><th>LibriSpeech 1320</th><th>LibriSpeech 3575</th><th>LibriSpeech 6829</th><th>LibriSpeech 8230</th>
</tr>
</thead>
<tbody>
<tr>
<td></td><td colspan="6"><span><b>Reference:</b></td></span>
</tr>
<tr>
<td></td>
<td><audio controls=""><source src="wavs/groundtruth/p240_00000.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/groundtruth/p260_00000.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/groundtruth/1320_00000.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/groundtruth/3575_00000.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/groundtruth/6829_00000.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/groundtruth/8230_00000.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span><b>Synthesized:</b></span></td>
</tr>
<tr>
<td></td><td colspan="6"><span>0: Take a look at these pages for crooked creek drive.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00002.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00002.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00002.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr><td></td><td colspan="6"><span>1: There are several listings for gas station.</span></td></tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00006.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00006.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00006.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr><td></td><td colspan="6"><span>2: Here's the forecast for the next four days.</span></td></tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00027.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00027.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00027.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>3: Here is some information about the Gospel of John.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00038.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00038.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00038.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>4: His motives were more pragmatic and political.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00053.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00053.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00053.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>5: She had three brothers and two sisters.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00062.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00062.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00062.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>6: This work reflects a quest for lost identity, a recuperation of an unknown past.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00073.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00073.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00073.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>7: There were many editions of these works still being used in the nineteenth century.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00078.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00078.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00078.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>8: Modern birds are classified as coelurosaurs by nearly all palaeontologists.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00082.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00082.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00082.wav" type="audio/wav"></audio></td>
</tr>
<tr><td colspan="7"> </td></tr>
<tr>
<td></td><td colspan="6"><span>9: He was being fitted for ruling the state, in the words of his biographer.</span></td>
</tr>
<tr>
<td>Google:</td>
<td><audio controls=""><source src="wavs/synthesized/Google/p240_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/p260_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/1320_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/3575_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/6829_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/Google/8230_00091.wav" type="audio/wav"></audio></td>
</tr>
<tr>
<td>RTVC-1:</td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p240_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/p260_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/1320_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/3575_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/6829_00091.wav" type="audio/wav"></audio></td>
<td><audio controls=""><source src="wavs/synthesized/RTVC-1/8230_00091.wav" type="audio/wav"></audio></td>
</tr>
</tbody>
</table>
</div>
</body>
</html>