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Running on Zero
Running on Zero
| import gradio as gr | |
| from supertonic import TTS | |
| import os | |
| import numpy as np | |
| import tempfile | |
| import spaces # ZeroGPU के लिए अनिवार्य | |
| import torch | |
| # GPU डिटेक्ट करना और TTS को GPU पर लोड करना | |
| device = "cuda" if torch.cuda.is_available() else "cpu" | |
| try: | |
| # अगर Supertonic लाइब्रेरी device पैरामीटर सपोर्ट करती है | |
| tts = TTS(auto_download=True, device=device) | |
| except TypeError: | |
| # अगर यह डिफ़ॉल्ट रूप से ONNX का उपयोग कर रही है | |
| tts = TTS(auto_download=True) | |
| print("Warning: Initialization using default backend.") | |
| except Exception as e: | |
| print(f"Error initializing TTS: {e}") | |
| VOICES = ["M1", "M2", "M3", "M4", "M5", "F1", "F2", "F3", "F4", "F5"] | |
| LANGUAGES = { | |
| "English": "en", "Korean": "ko", "Japanese": "ja", "Arabic": "ar", | |
| "Bulgarian": "bg", "Czech": "cs", "Danish": "da", "German": "de", | |
| "Greek": "el", "Spanish": "es", "Estonian": "et", "Finnish": "fi", | |
| "French": "fr", "Hindi": "hi", "Croatian": "hr", "Hungarian": "hu", | |
| "Indonesian": "id", "Italian": "it", "Lithuanian": "lt", "Latvian": "lv", | |
| "Dutch": "nl", "Polish": "pl", "Portuguese": "pt", "Romanian": "ro", | |
| "Russian": "ru", "Slovak": "sk", "Slovenian": "sl", "Swedish": "sv", | |
| "Turkish": "tr", "Ukrainian": "uk", "Vietnamese": "vi" | |
| } | |
| # यह लाइन जनरेशन के समय ZeroGPU को एक्टिवेट करेगी | |
| def generate_speech(text, voice, language_name): | |
| if not text.strip(): | |
| raise gr.Error("Please enter some text.") | |
| try: | |
| lang_code = LANGUAGES[language_name] | |
| style = tts.get_voice_style(voice_name=voice) | |
| wav, duration = tts.synthesize(text, voice_style=style, lang=lang_code) | |
| # ERROR FIX: हर ऑडियो के लिए एक यूनीक टेम्परेरी फाइल बनाना | |
| temp_file = tempfile.NamedTemporaryFile(delete=False, suffix=".wav") | |
| output_path = temp_file.name | |
| tts.save_audio(wav, output_path) | |
| readable_duration = float(duration) | |
| return output_path, f"Generation Successful! \nDuration: {readable_duration:.2f}s" | |
| except Exception as e: | |
| raise gr.Error(f"Generation failed: {str(e)}") | |
| # Gradio Interface | |
| with gr.Blocks(theme='soft', title="Supertonic 3 TTS (GPU Accelerated)") as demo: | |
| gr.Markdown("# 🎙️ Supertonic 3: Multilingual TTS") | |
| gr.Markdown("An on-device, lightweight Text-to-Speech system by **Supertone**. Accelerated via **ZeroGPU**.") | |
| with gr.Row(): | |
| with gr.Column(scale=1): | |
| input_text = gr.Textbox( | |
| label="Input Text", | |
| placeholder="Type your message here...", | |
| value="The train delay was announced at 4:45 PM <breath> due to track maintenance.", | |
| lines=4 | |
| ) | |
| with gr.Row(): | |
| voice_opt = gr.Dropdown( | |
| choices=VOICES, | |
| value="M1", | |
| label="Voice Style" | |
| ) | |
| lang_opt = gr.Dropdown( | |
| choices=sorted(list(LANGUAGES.keys())), | |
| value="English", | |
| label="Language" | |
| ) | |
| btn = gr.Button("Synthesize Speech", variant="primary") | |
| with gr.Column(scale=1): | |
| audio_output = gr.Audio(label="Synthesized Audio", type="filepath") | |
| status_box = gr.Textbox(label="Status", interactive=False) | |
| gr.HTML(""" | |
| <div style="margin-top: 20px; text-align: center;"> | |
| <p>Supported Expression Tags: <code><laugh></code>, <code><breath></code>, <code><sigh></code></p> | |
| <a href="https://huggingface.co/Supertone/supertonic-3"> | |
| <img src="https://img.shields.io/badge/Model-Supertone%20Supertonic--3-blue?logo=huggingface" alt="Model Page"> | |
| </a> | |
| </div> | |
| """) | |
| # Setup Examples | |
| gr.Examples( | |
| examples=[ | |
| ["Hello! This is a test of the Supertonic 3 system running locally.", "M1", "English"], | |
| ["こんにちは、これは日本語の音声合成のテストです。", "F1", "Japanese"], | |
| ["¡Hola! Esta es una prueba de voz en español.", "F3", "Spanish"], | |
| ["C'est un plaisir de vous rencontrer.", "M4", "French"] | |
| ], | |
| inputs=[input_text, voice_opt, lang_opt] | |
| ) | |
| btn.click( | |
| fn=generate_speech, | |
| inputs=[input_text, voice_opt, lang_opt], | |
| outputs=[audio_output, status_box] | |
| ) | |
| if __name__ == "__main__": | |
| demo.launch() | |