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10 changes: 5 additions & 5 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -130,11 +130,11 @@ Basic dependencies for Colab examples:
[![Open on Torch Hub](https://img.shields.io/badge/Torch-Hub-red?logo=pytorch&style=for-the-badge)](https://pytorch.org/hub/snakers4_silero-models_tts/)

```python
# V4
# V5
import torch

language = 'ru'
model_id = 'v4_ru'
model_id = 'v5_ru'
sample_rate = 48000
speaker = 'xenia'
device = torch.device('cpu')
Expand All @@ -156,7 +156,7 @@ audio = model.apply_tts(text=example_text,
- Please see the detailed examples in Colab;

```python
# V4
# V5
import os
import torch

Expand All @@ -165,13 +165,13 @@ torch.set_num_threads(4)
local_file = 'model.pt'

if not os.path.isfile(local_file):
torch.hub.download_url_to_file('https://models.silero.ai/models/tts/ru/v4_ru.pt',
torch.hub.download_url_to_file('https://models.silero.ai/models/tts/ru/v5_ru.pt',
local_file)

model = torch.package.PackageImporter(local_file).load_pickle("tts_models", "model")
model.to(device)

example_text = 'В недрах тундры выдры в г+етрах т+ырят в вёдра ядра кедров.'
example_text = 'Меня зовут Лева Королев. Я из готов. И я уже готов открыть все ваши замки любой сложности!'
sample_rate = 48000
speaker='baya'

Expand Down
166 changes: 164 additions & 2 deletions examples_tts.ipynb
Original file line number Diff line number Diff line change
Expand Up @@ -81,6 +81,130 @@
" print(f'Available models for {lang}: {_models}')"
]
},
{
"cell_type": "markdown",
"id": "8b37b3d0",
"metadata": {},
"source": [
"## V5"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "71bebc98",
"metadata": {},
"outputs": [],
"source": [
"import torch\n",
"\n",
"language = 'ru'\n",
"model_id = 'v5_ru'\n",
"device = torch.device('cpu')\n",
"\n",
"model, example_text = torch.hub.load(repo_or_dir='snakers4/silero-models',\n",
" model='silero_tts',\n",
" language=language,\n",
" speaker=model_id)\n",
"model.to(device) # gpu or cpu"
]
},
{
"cell_type": "markdown",
"id": "4782713d",
"metadata": {},
"source": [
"### Speakers"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "8e8afb06",
"metadata": {},
"outputs": [],
"source": [
"model.speakers"
]
},
{
"cell_type": "markdown",
"id": "3b7cf618",
"metadata": {},
"source": [
"### Text"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "6875417c",
"metadata": {},
"outputs": [],
"source": [
"sample_rate = 48000\n",
"speaker = 'xenia'\n",
"put_accent=True\n",
"put_yo=True\n",
"put_stress_homo=True\n",
"put_yo_homo=True\n",
"\n",
"example_text = 'Меня зовут Лева Королев. Я из готов. И я уже готов открыть все ваши замки любой сложности!'\n",
"\n",
"audio = model.apply_tts(text=example_text,\n",
" speaker=speaker,\n",
" sample_rate=sample_rate,\n",
" put_accent=put_accent,\n",
" put_yo=put_yo,\n",
" put_stress_homo=put_stress_homo,\n",
" put_yo_homo=put_yo_homo)\n",
"print(example_text)\n",
"display(Audio(audio, rate=sample_rate))"
]
},
{
"cell_type": "markdown",
"id": "e0ce7df5",
"metadata": {},
"source": [
"### SSML"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "e9e159a2",
"metadata": {},
"outputs": [],
"source": [
"ssml_sample = \"\"\"\n",
" <speak>\n",
" <p>\n",
" Когда я просыпаюсь, <prosody rate=\"x-slow\">я говорю довольно медленно</prosody>.\n",
" Пот+ом я начинаю говорить своим обычным голосом,\n",
" <prosody pitch=\"x-high\"> а могу говорить тоном выше </prosody>,\n",
" или <prosody pitch=\"x-low\">наоборот, ниже</prosody>.\n",
" Пот+ом, если повезет – <prosody rate=\"fast\">я могу говорить и довольно быстро.</prosody>\n",
" А еще я умею делать паузы любой длины, например, две секунды <break time=\"2000ms\"/>.\n",
" <p>\n",
" Также я умею делать паузы между параграфами.\n",
" </p>\n",
" <p>\n",
" <s>И также я умею делать паузы между предложениями</s>\n",
" <s>Вот например как сейчас</s>\n",
" </p>\n",
" </p>\n",
" </speak>\n",
" \"\"\"\n",
"\n",
"sample_rate = 48000\n",
"speaker = 'xenia' \n",
"audio = model.apply_tts(ssml_text=ssml_sample,\n",
" speaker=speaker,\n",
" sample_rate=sample_rate)\n",
"display(Audio(audio, rate=sample_rate))"
]
},
{
"cell_type": "markdown",
"id": "aebc6429",
Expand Down Expand Up @@ -563,7 +687,45 @@
"source": [
"#@title Install dependencies\n",
"\n",
"!pip install -q torch==1.10"
"!pip install -q torch==1.12"
]
},
{
"cell_type": "markdown",
"id": "20cf87d9",
"metadata": {},
"source": [
"## V5"
]
},
{
"cell_type": "code",
"execution_count": null,
"id": "832b0ceb",
"metadata": {},
"outputs": [],
"source": [
"import os\n",
"import torch\n",
"\n",
"device = torch.device('cpu')\n",
"torch.set_num_threads(4)\n",
"local_file = 'model.pt'\n",
"\n",
"if not os.path.isfile(local_file):\n",
" torch.hub.download_url_to_file('https://models.silero.ai/models/tts/ru/v5_ru.pt',\n",
" local_file) \n",
"\n",
"model = torch.package.PackageImporter(local_file).load_pickle(\"tts_models\", \"model\")\n",
"model.to(device)\n",
"\n",
"example_text = 'Меня зовут Лева Королев. Я из готов. И я уже готов открыть все ваши замки любой сложности!'\n",
"sample_rate = 48000\n",
"speaker='baya'\n",
"\n",
"audio_paths = model.save_wav(text=example_text,\n",
" speaker=speaker,\n",
" sample_rate=sample_rate)"
]
},
{
Expand Down Expand Up @@ -861,4 +1023,4 @@
},
"nbformat": 4,
"nbformat_minor": 5
}
}
2 changes: 1 addition & 1 deletion src/silero/silero.py
Original file line number Diff line number Diff line change
Expand Up @@ -74,7 +74,7 @@ def silero_tts(language='en',
assert language == speaker_language[speaker], f"Incorrect language '{language}' for this speaker, please specify '{speaker_language[speaker]}'"

model_conf = models.tts_models[language][speaker].latest
if '_v2' in speaker or '_v3' in speaker or 'v3_' in speaker or 'v4_' in speaker:
if '_v2' in speaker or '_v3' in speaker or 'v3_' in speaker or 'v4_' in speaker or 'v5_' in speaker:
from torch import package
model_url = model_conf.package
model_dir = os.path.join(os.path.dirname(__file__), "model")
Expand Down