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| import tempfile | |
| import gradio as gr | |
| from TTS.utils.synthesizer import Synthesizer | |
| import requests | |
| from os.path import exists | |
| from formatter import preprocess_text | |
| from datetime import datetime | |
| from enum import Enum | |
| import torch | |
| class StressOption(Enum): | |
| AutomaticStress = "Автоматичні наголоси (за словником) 📖" | |
| AutomaticStressWithModel = "Автоматичні наголоси (за допомогою моделі) 🧮" | |
| class VoiceOption(Enum): | |
| FemaleVoice = "Олена (жіночий) 👩" | |
| MaleVoice = "Микита (чоловічий) 👨" | |
| 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...") | |
| print("downloading uk/mykyta/vits-tts") | |
| release_number = "v2.0.0" | |
| model_link = f"https://github.com/robinhad/ukrainian-tts/releases/download/{release_number}/model-inference.pth" | |
| config_link = f"https://github.com/robinhad/ukrainian-tts/releases/download/{release_number}/config.json" | |
| speakers_link = f"https://github.com/robinhad/ukrainian-tts/releases/download/{release_number}/speakers.pth" | |
| model_path = "model.pth" | |
| config_path = "config.json" | |
| speakers_path = "speakers.pth" | |
| download(model_link, model_path) | |
| download(config_link, config_path) | |
| download(speakers_link, speakers_path) | |
| badge = ( | |
| "https://visitor-badge-reloaded.herokuapp.com/badge?page_id=robinhad.ukrainian-tts" | |
| ) | |
| synthesizer = Synthesizer( | |
| model_path, | |
| config_path, | |
| speakers_path, | |
| None, | |
| None, | |
| ) | |
| if synthesizer is None: | |
| raise NameError("model not found") | |
| def tts(text: str, voice: str, stress: str): | |
| print("============================") | |
| print("Original text:", text) | |
| print("Voice", voice) | |
| print("Stress:", stress) | |
| print("Time:", datetime.utcnow()) | |
| autostress_with_model = True if stress == StressOption.AutomaticStressWithModel.value else False | |
| speaker_name = "male1" if voice == VoiceOption.MaleVoice.value else "female3" | |
| text = preprocess_text(text, autostress_with_model) | |
| text_limit = 1200 | |
| text = ( | |
| text if len(text) < text_limit else text[0:text_limit] | |
| ) # mitigate crashes on hf space | |
| print("Converted:", text) | |
| with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as fp: | |
| with torch.no_grad(): | |
| wavs = synthesizer.tts(text, speaker_name=speaker_name) | |
| synthesizer.save_wav(wavs, fp) | |
| return fp.name, text | |
| iface = gr.Interface( | |
| fn=tts, | |
| inputs=[ | |
| gr.inputs.Textbox( | |
| label="Input", | |
| default="Введіть, будь ласка, своє р+ечення.", | |
| ), | |
| gr.inputs.Radio( | |
| label="Голос", | |
| choices=[option.value for option in VoiceOption], | |
| default=VoiceOption.FemaleVoice.value | |
| ), | |
| gr.inputs.Radio( | |
| label="Наголоси", | |
| choices=[option.value for option in StressOption], | |
| ), | |
| ], | |
| outputs=[ | |
| gr.outputs.Audio(label="Output"), | |
| gr.outputs.Textbox(label="Наголошений текст"), | |
| ], | |
| title="🐸💬🇺🇦 - Coqui TTS", | |
| #theme="huggingface", | |
| description="Україномовний🇺🇦 TTS за допомогою Coqui TTS (щоб вручну поставити наголос, використовуйте + перед голосною)", | |
| article="Якщо вам подобається, підтримайте за посиланням: [SUPPORT LINK](https://send.monobank.ua/jar/48iHq4xAXm), " | |
| + "Github: [https://github.com/robinhad/ukrainian-tts](https://github.com/robinhad/ukrainian-tts) \n" | |
| + "Model training - [Yurii Paniv @robinhad](https://github.com/robinhad) \n" | |
| + "Mykyta and Olena dataset - [Yehor Smoliakov @egorsmkv](https://github.com/egorsmkv) \n" | |
| + "Autostress (with dictionary) using [ukrainian-word-stress](https://github.com/lang-uk/ukrainian-word-stress) - [Oleksiy Syvokon @asivokon](https://github.com/asivokon) \n" | |
| + "Autostress (with model) using [ukrainian-accentor](https://github.com/egorsmkv/ukrainian-accentor) - [Bohdan Mykhailenko @NeonBohdan](https://github.com/NeonBohdan) + [Yehor Smoliakov @egorsmkv](https://github.com/egorsmkv) \n" | |
| + f'<center><img src="{badge}" alt="visitors badge"/></center>', | |
| examples=[ | |
| [ | |
| "Введіть, будь ласка, своє речення.", | |
| VoiceOption.FemaleVoice.value, | |
| StressOption.AutomaticStress.value, | |
| ], | |
| [ | |
| "Введіть, будь ласка, своє речення.", | |
| VoiceOption.MaleVoice.value, | |
| StressOption.AutomaticStress.value, | |
| ], | |
| [ | |
| "Вв+едіть, будь ласка, св+оє реч+ення.", | |
| VoiceOption.MaleVoice.value, | |
| StressOption.AutomaticStress.value, | |
| ], | |
| [ | |
| "Привіт, як тебе звати?", | |
| VoiceOption.FemaleVoice.value, | |
| StressOption.AutomaticStress.value, | |
| ], | |
| [ | |
| "Договір підписано 4 квітня 1949 року.", | |
| VoiceOption.FemaleVoice.value, | |
| StressOption.AutomaticStress.value, | |
| ], | |
| ], | |
| ) | |
| iface.launch(enable_queue=True, prevent_thread_lock=True) | |