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| import gradio as gr | |
| import numpy as np | |
| from kittentts import KittenTTS | |
| # Initialize the model | |
| model = KittenTTS("KittenML/kitten-tts-nano-0.1") | |
| # Available voices | |
| AVAILABLE_VOICES = [ | |
| 'expr-voice-2-m', 'expr-voice-2-f', 'expr-voice-3-m', 'expr-voice-3-f', | |
| 'expr-voice-4-m', 'expr-voice-4-f', 'expr-voice-5-m', 'expr-voice-5-f' | |
| ] | |
| def generate_speech(text, voice): | |
| """Generate speech from text using KittenTTS""" | |
| if not text.strip(): | |
| return None, "Please enter some text to generate speech." | |
| try: | |
| # Generate audio | |
| audio = model.generate(text, voice=voice) | |
| # Convert to the format expected by Gradio | |
| if len(audio.shape) > 1: | |
| audio = audio.mean(axis=1) # Convert stereo to mono if needed | |
| # Normalize audio | |
| audio = audio / np.max(np.abs(audio)) if np.max(np.abs(audio)) > 0 else audio | |
| # Return in the format expected by Gradio Audio component: (sample_rate, audio_data) | |
| return (24000, audio), f"β Successfully generated speech with voice: {voice}" | |
| except Exception as e: | |
| return None, f"β Error generating speech: {str(e)}" | |
| # Create the interface using Interface instead of Blocks | |
| demo = gr.Interface( | |
| fn=generate_speech, | |
| inputs=[ | |
| gr.Textbox(label="Enter your text", placeholder="Type your text here...", lines=3), | |
| gr.Dropdown(choices=AVAILABLE_VOICES, value=AVAILABLE_VOICES[1], label="Select Voice") | |
| ], | |
| outputs=[ | |
| gr.Audio(label="Generated Audio"), | |
| gr.Textbox(label="Status", interactive=False) | |
| ], | |
| title="π€ KittenTTS - High Quality Text-to-Speech", | |
| description="Generate natural-sounding speech from text using the KittenTTS model", | |
| examples=[ | |
| ["Hello! This is a demonstration of the KittenTTS model.", "expr-voice-2-f"], | |
| ["The quick brown fox jumps over the lazy dog.", "expr-voice-2-m"], | |
| ["Welcome to our high-quality text-to-speech system.", "expr-voice-3-f"], | |
| ] | |
| ) | |
| # Launch the demo | |
| if __name__ == "__main__": | |
| demo.launch( | |
| server_name="0.0.0.0", | |
| server_port=7860, | |
| share=True | |
| ) |