import gradio as gr from crh_transliterator.transliterator import transliterate from crh_preprocessor.preprocessor import preprocess from datetime import datetime import tempfile import gradio as gr from datetime import datetime from enum import Enum from crh_tts.tts import TTS, Voices from torch.cuda import is_available class VoiceOption(Enum): Nuri = "Севіль (жіночий) 👩" Arslan = "Арслан (чоловічий) 👨" Kemal = "Ескандер (чоловічий) 👨" Abibulla = "Абібулла (чоловічий) 👨" print(f"CUDA available? {is_available()}") badge = ( "https://visitor-badge-reloaded.herokuapp.com/badge?page_id=robinhad.qirimtatar-tts" ) crh_tts = TTS(use_cuda=is_available()) def tts(text: str, voice: str): print("============================") print("Original text:", text) print("Voice", voice) print("Time:", datetime.utcnow()) voice_mapping = { VoiceOption.Nuri.value: Voices.Nuri.value, VoiceOption.Arslan.value: Voices.Arslan.value, VoiceOption.Kemal.value: Voices.Kemal.value, VoiceOption.Abibulla.value: Voices.Abibulla.value, } speaker_name = voice_mapping[voice] text_limit = 7200 text = ( text if len(text) < text_limit else text[0:text_limit] ) # mitigate crashes on hf space result = transliterate(text) text = preprocess(result) with tempfile.NamedTemporaryFile(suffix=".wav", delete=False) as fp: _, text = crh_tts.tts(text, speaker_name, fp) return fp.name, text with open("README.md") as file: article = file.read() article = article[article.find("---\n", 4) + 5 : :] iface = gr.Interface( fn=tts, inputs=[ gr.components.Textbox( label="Input", value="Qırımtatarlar! Селям! Ишлер насыл?", ), gr.components.Radio( label="Голос", choices=[option.value for option in VoiceOption], value=VoiceOption.Nuri.value, ), ], outputs=[ gr.components.Audio(label="Output"), gr.components.Textbox(label="Оброблений текст"), ], title="Кримськотатарський синтез мовлення", description="Кримськотатарський Text-to-Speech за допомогою Coqui TTS", article=article + f'\n
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', examples=[ ["Selâm! İşler nasıl?", VoiceOption.Kemal.value], [ "Qırımtatarlar üç subetnik gruppasından er birisiniñ (tatlar, noğaylar ve yalıboylular) öz şivesi bar.", VoiceOption.Arslan.value, ], ["Селям! Ишлер насыл?", VoiceOption.Nuri.value], ["Selâm! 123456789", VoiceOption.Abibulla.value], ], ) iface.launch()