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| import tempfile | |
| from typing import Optional | |
| import gradio as gr | |
| import numpy as np | |
| from TTS.utils.manage import ModelManager | |
| from TTS.utils.synthesizer import Synthesizer | |
| import requests | |
| from os.path import exists | |
| MODEL_NAMES = [ | |
| "uk/mai/glow-tts" | |
| ] | |
| MODELS = {} | |
| manager = ModelManager() | |
| def download(url, file_name): | |
| if not exists(file_name): | |
| print(f"Downloading {file_name}") | |
| r = requests.get(url, allow_redirects=True) | |
| with open(file_name, 'wb') as file: | |
| file.write(r.content) | |
| else: | |
| print(f"Found {file_name}. Skipping download...") | |
| for MODEL_NAME in MODEL_NAMES: | |
| print(f"downloading {MODEL_NAME}") | |
| model_path, config_path, model_item = manager.download_model( | |
| f"tts_models/{MODEL_NAME}") | |
| vocoder_name: Optional[str] = model_item["default_vocoder"] | |
| release_number = "0.0.1" | |
| vocoder_link = f"https://github.com/robinhad/ukrainian-tts/releases/download/v{release_number}/vocoder.pth.tar" | |
| vocoder_config_link = f"https://github.com/robinhad/ukrainian-tts/releases/download/v{release_number}/vocoder_config.json" | |
| vocoder_path = "vocoder.pth.tar" | |
| vocoder_config_path = "vocoder_config.json" | |
| download(vocoder_link, vocoder_path) | |
| download(vocoder_config_link, vocoder_config_path) | |
| synthesizer = Synthesizer( | |
| model_path, config_path, None, vocoder_path, vocoder_config_path, | |
| ) | |
| MODELS[MODEL_NAME] = synthesizer | |
| def tts(text: str, model_name: str): | |
| print(text, model_name) | |
| synthesizer = MODELS.get(model_name, None) | |
| if synthesizer is None: | |
| raise NameError("model not found") | |
| wavs = synthesizer.tts(text) | |
| # output = (synthesizer.output_sample_rate, np.array(wavs)) | |
| # return output | |
| with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as fp: | |
| synthesizer.save_wav(wavs, fp) | |
| return fp.name | |
| iface = gr.Interface( | |
| fn=tts, | |
| inputs=[ | |
| gr.inputs.Textbox( | |
| label="Input", | |
| default="Привіт, як твої справи?", | |
| ), | |
| gr.inputs.Radio( | |
| label="Виберіть TTS модель", | |
| choices=MODEL_NAMES, | |
| ), | |
| ], | |
| outputs=gr.outputs.Audio(label="Output"), | |
| title="🐸💬🇺🇦 - Coqui TTS", | |
| theme="huggingface", | |
| description="Україномовний🇺🇦 TTS за допомогою Coqui TTS", | |
| article="Якщо вам подобається, підтримайте за посиланням: [SUPPORT LINK](https://send.monobank.ua/jar/48iHq4xAXm)", | |
| ) | |
| iface.launch() | |