File size: 194,079 Bytes
4ee33aa
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "from pypinyin import lazy_pinyin, Style\n",
    "import torch\n",
    "\n",
    "MODELS = {\n",
    "    'vqvae.pth':'/home/hyc/tortoise_plus_zh/ttts/vqvae/logs/2023-11-24-01-21-25/model-30.pt',\n",
    "    'gpt.pth': '/home/hyc/tortoise_plus_zh/ttts/gpt/logs/2023-12-24-14-22-14/model-70.pt',\n",
    "    # 'gpt.pth': '/home/hyc/tortoise_plus_zh/ttts/gpt/logs/2024-01-12-10-20-25/model-7.pt',\n",
    "    'clvp2.pth': '',\n",
    "    'diffusion.pth': '/home/hyc/tortoise_plus_zh/ttts/diffusion/logs/2024-01-09-17-44-36/model-855.pt',\n",
    "    'vocoder.pth': '~/tortoise_plus_zh/ttts/pretrained_models/pytorch_model.bin',\n",
    "    'rlg_auto.pth': '',\n",
    "    'rlg_diffuser.pth': '',\n",
    "}"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "da4 jia1 hao3 , jin1 tian1 lai2 dian3 da4 jia1 xiang3 kan4 de5 dong1 xi1 。\n",
      "tensor([[161,   2, 155,   2,  16,  87,   2,  43,   2, 224,   2, 171,  71,   2,\n",
      "         182,   2, 188,   2, 161,   2, 155,   2,  62,  92,   2,  19,  63,   2,\n",
      "          65,   2,  12,  84,   2, 228,   2,  39,   0]], device='cuda:2',\n",
      "       dtype=torch.int32)\n"
     ]
    }
   ],
   "source": [
    "from ttts.gpt.voice_tokenizer import VoiceBpeTokenizer\n",
    "import torch.nn.functional as F\n",
    "device = 'cuda:2'\n",
    "text = \"大家好,今天来点大家想看的东西。\"\n",
    "# text = \"霞浦县衙城镇乌旗瓦窑村水位猛涨。\"\n",
    "# text = '高德官方网站,拥有全面、精准的地点信息,公交驾车路线规划,特色语音导航,商家团购、优惠信息。'\n",
    "# text = '四是四,十是十,十四是十四,四十是四十。'\n",
    "# text = '八百标兵奔北坡,炮兵并排北边跑。炮兵怕把标兵碰,标兵怕碰炮兵炮。'\n",
    "# text = '黑化肥发灰,灰化肥发黑。黑化肥挥发会发灰;灰化肥挥发会发黑。'\n",
    "# text = '先帝创业未半而中道崩殂,今天下三分,益州疲弊,此诚危急存亡之秋也。然侍卫之臣不懈于内,忠志之士忘身于外者,盖追先帝之殊遇,欲报之于陛下也。诚宜开张圣听,以光先帝遗德,恢弘志士之气,不宜妄自菲薄,引喻失义,以塞忠谏之路也。'\n",
    "pinyin = ' '.join(lazy_pinyin(text, style=Style.TONE3, neutral_tone_with_five=True))\n",
    "tokenizer = VoiceBpeTokenizer('gpt/gpt_tts_tokenizer.json')\n",
    "text_tokens = torch.IntTensor(tokenizer.encode(pinyin)).unsqueeze(0).to(device)\n",
    "text_tokens = F.pad(text_tokens, (0, 1))  # This may not be necessary.\n",
    "text_tokens = text_tokens.to(device)\n",
    "print(pinyin)\n",
    "print(text_tokens)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "/home/hyc/miniconda3/envs/vocos/lib/python3.10/site-packages/tqdm/auto.py:21: TqdmWarning: IProgress not found. Please update jupyter and ipywidgets. See https://ipywidgets.readthedocs.io/en/stable/user_install.html\n",
      "  from .autonotebook import tqdm as notebook_tqdm\n",
      "/home/hyc/miniconda3/envs/vocos/lib/python3.10/site-packages/transformers/configuration_utils.py:380: UserWarning: Passing `gradient_checkpointing` to a config initialization is deprecated and will be removed in v5 Transformers. Using `model.gradient_checkpointing_enable()` instead, or if you are using the `Trainer` API, pass `gradient_checkpointing=True` in your `TrainingArguments`.\n",
      "  warnings.warn(\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "torch.Size([1, 100, 400])\n"
     ]
    }
   ],
   "source": [
    "from ttts.utils.infer_utils import load_model\n",
    "from ttts.vocoder.feature_extractors import MelSpectrogramFeatures\n",
    "import torchaudio\n",
    "# device = 'gpu:0'\n",
    "gpt = load_model('gpt',MODELS['gpt.pth'],'gpt/config.json',device)\n",
    "gpt.post_init_gpt2_config(use_deepspeed=False, kv_cache=False, half=False)\n",
    "# diffusion = load_model('diffusion',MODELS['diffusion.pth'],'ttts/diffusion/config.json',device)\n",
    "cond_audio = '3.wav'\n",
    "audio,sr = torchaudio.load(cond_audio)\n",
    "if audio.shape[0]>1:\n",
    "    audio = audio[0].unsqueeze(0)\n",
    "audio = torchaudio.transforms.Resample(sr,24000)(audio)\n",
    "cond_mel = MelSpectrogramFeatures()(audio).to(device)\n",
    "print(cond_mel.shape)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "torch.Size([1, 100, 400])\n",
      "torch.Size([1, 37])\n",
      "torch.Size([1, 37])\n",
      "tensor([[2867, 2218, 7537, 7678, 6390, 5131, 4404, 5513, 3286, 1552, 3988, 2081,\n",
      "         2288,   89,   63, 5695, 4186, 2972, 7915, 2843, 5904, 7735, 1031, 1603,\n",
      "         6780, 6281, 2746, 1217, 3853, 1815, 4043, 6257, 2936, 5986, 5248, 5129,\n",
      "         5711,  170, 1626, 3157,  764, 7297, 4627, 2371, 2423,  769, 8168, 7773,\n",
      "         4877, 5046, 6025, 7115, 2737, 2065, 3957, 3077, 4193, 1197, 5800, 4149,\n",
      "         4599, 3384, 2931, 6760, 7167, 8193]], device='cuda:2')\n"
     ]
    }
   ],
   "source": [
    "auto_conditioning = cond_mel\n",
    "settings = {'temperature': .8, 'length_penalty': 1.0, 'repetition_penalty': 2.0,\n",
    "                    'top_p': .8,\n",
    "                    'cond_free_k': 2.0, 'diffusion_temperature': 1.0}\n",
    "top_p = .8\n",
    "temperature = .8\n",
    "autoregressive_batch_size = 1\n",
    "length_penalty = 1.0\n",
    "repetition_penalty = 2.0\n",
    "max_mel_tokens = 600\n",
    "print(auto_conditioning.shape)\n",
    "print(text_tokens.shape)\n",
    "# text_tokens = F.pad(text_tokens,(0,400-text_tokens.shape[1]),value=0)\n",
    "print(text_tokens.shape)\n",
    "codes = gpt.inference_speech(auto_conditioning, text_tokens,\n",
    "                                do_sample=True,\n",
    "                                top_p=top_p,\n",
    "                                temperature=temperature,\n",
    "                                num_return_sequences=autoregressive_batch_size,\n",
    "                                length_penalty=length_penalty,\n",
    "                                repetition_penalty=repetition_penalty,\n",
    "                                max_generate_length=max_mel_tokens)\n",
    "print(codes)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "# vqvae = load_model('vqvae', MODELS['vqvae.pth'], 'vqvae/config.json', device)\n",
    "# mel = vqvae.decode(codes[:,:-1])[0]\n",
    "# codes_gt = vqvae.get_codebook_indices(cond_mel)\n",
    "# print(codes_gt)\n",
    "# mel.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "# from PIL import Image\n",
    "# import numpy as np\n",
    "# from IPython.display import display\n",
    "# from ttts.utils.utils import plot_spectrogram_to_numpy\n",
    "# img = plot_spectrogram_to_numpy(mel[0, :, :].detach().unsqueeze(-1).cpu())\n",
    "# image = Image.fromarray(np.uint8(img))\n",
    "# display(image)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from ttts.vocoder.vocos import Vocos\n",
    "\n",
    "\n",
    "vocos = Vocos.from_pretrained('pretrained_models/pytorch_model.bin','vocoder/config.yaml').to(device)\n",
    "# audio = vocos.decode(mel)\n",
    "# print(audio.shape)\n",
    "# torchaudio.save('gen.wav',audio.detach().cpu(), 24000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "torch.Size([1, 1024, 66])"
      ]
     },
     "execution_count": 8,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "latent = gpt(auto_conditioning, text_tokens,\n",
    "    torch.tensor([text_tokens.shape[-1]], device=text_tokens.device), codes,\n",
    "    torch.tensor([codes.shape[-1]*gpt.mel_length_compression], device=text_tokens.device),\n",
    "    return_latent=True, clip_inputs=False).transpose(1,2)\n",
    "latent.shape"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2024-01-13 15:46:00.320275: I tensorflow/core/util/util.cc:169] oneDNN custom operations are on. You may see slightly different numerical results due to floating-point round-off errors from different computation orders. To turn them off, set the environment variable `TF_ENABLE_ONEDNN_OPTS=0`.\n",
      "2024-01-13 15:46:00.324447: W tensorflow/stream_executor/platform/default/dso_loader.cc:64] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory; LD_LIBRARY_PATH: /usr/local/cuda-12.1/lib64:/usr/local/cuda-12.1/lib64:\n",
      "2024-01-13 15:46:00.324459: I tensorflow/stream_executor/cuda/cudart_stub.cc:29] Ignore above cudart dlerror if you do not have a GPU set up on your machine.\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is None and using 8 heads.\n",
      "Setting up MemoryEfficientCrossAttention. Query dim is 512, context_dim is 512 and using 8 heads.\n",
      "base model params: 46144712\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "100%|██████████| 50/50 [00:05<00:00,  9.14it/s]\n"
     ]
    }
   ],
   "source": [
    "from ttts.diffusion.train import do_spectrogram_diffusion\n",
    "from ttts.utils.diffusion import SpacedDiffusion, space_timesteps, get_named_beta_schedule\n",
    "from ttts.diffusion.aa_model import denormalize_tacotron_mel, normalize_tacotron_mel\n",
    "# print(device)\n",
    "diffusion = load_model('diffusion',MODELS['diffusion.pth'],'diffusion/config.yaml',device)\n",
    "diffuser = SpacedDiffusion(use_timesteps=space_timesteps(1000, [50]), model_mean_type='epsilon',\n",
    "                           model_var_type='learned_range', loss_type='mse', betas=get_named_beta_schedule('linear', 1000),\n",
    "                           conditioning_free=True, conditioning_free_k=2., sampler='dpm++2m')\n",
    "diffusion_conditioning = normalize_tacotron_mel(cond_mel)\n",
    "mel = do_spectrogram_diffusion(diffusion, diffuser, latent, diffusion_conditioning, temperature=1.0)\n",
    "wav = vocos.decode(mel)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "\n",
       "                <audio  controls=\"controls\" >\n",
       "                    <source src=\"data:audio/wav;base64,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\" type=\"audio/wav\" />\n",
       "                    Your browser does not support the audio element.\n",
       "                </audio>\n",
       "              "
      ],
      "text/plain": [
       "<IPython.lib.display.Audio object>"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from IPython.display import Audio\n",
    "wav = wav.detach().cpu()\n",
    "torchaudio.save('gen.wav',wav.detach().cpu(), 24000)\n",
    "Audio(wav,rate=24000)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [],
   "source": [
    "# from ttts.vocoder.vocos import Vocos\n",
    "# from IPython.display import Audio\n",
    "# vocoder = Vocos.from_pretrained(\"~/tortoise_plus_zh/ttts/pretrained_models/pytorch_model.bin\",\"~/tortoise_plus_zh/ttts/vocoder/config.yaml\")\n",
    "# audio = vocoder.decode(mel.cpu())\n",
    "# torchaudio.save('gen_0.wav',audio,24000)\n",
    "# Audio('gen_0.wav')"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "vocos",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.12"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}