Upload 4 files
Browse files- Dockerfile +35 -0
- README_detailed.md +63 -0
- app.py +9 -0
- requirements.txt +5 -0
Dockerfile
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FROM python:3.11-slim
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WORKDIR /app
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# Install system dependencies
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RUN apt-get update && \
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apt-get install -y --no-install-recommends \
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espeak-ng \
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build-essential \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/*
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# Copy requirements first for better caching
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COPY requirements.txt .
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RUN pip install --no-cache-dir -r requirements.txt
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# Copy application code
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COPY app/ ./app/
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COPY app.py .
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# Create output directory
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RUN mkdir -p outputs
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# Set environment variables for CPU optimization
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ENV PYTHONUNBUFFERED=1
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ENV OMP_NUM_THREADS=1
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ENV MKL_NUM_THREADS=1
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ENV NUMEXPR_NUM_THREADS=1
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ENV TOKENIZERS_PARALLELISM=false
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# Expose port for the Gradio app
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EXPOSE 7860
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# Command to run the application
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CMD ["python", "app.py"]
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README_detailed.md
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# Kokoro82m TTS - CPU Optimized
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A fully functional Text-to-Speech application using the Kokoro82m TTS model, optimized for CPU usage on Hugging Face Spaces.
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## Features
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- All US English voices from Kokoro82m (11 female, 9 male voices)
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- CPU-optimized for efficient performance on limited resources
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- Advanced Gradio interface with intuitive controls
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- Speech speed adjustment
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- Pronunciation guide support
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- Real-time audio preview and download
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- Example presets for quick testing
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## Technical Details
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This application uses:
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- Kokoro82m TTS model (82 million parameters)
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- CPU-optimized PyTorch for inference
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- Gradio for the user interface
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- Docker for containerization
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## Usage
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1. Enter text in the input area
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2. Select a voice from the dropdown menu
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3. Adjust speech speed if desired
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4. Click "Generate Speech" to create audio
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5. Listen to the generated speech and download if needed
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## Voice Options
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### Female Voices
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- Heart (Best Quality)
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- Bella (High Quality)
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- Nicole
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- Kore
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- Sarah
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- Aoede
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- Alloy
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- Nova
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- Sky
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- River
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- Jessica
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### Male Voices
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- Fenrir
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- Michael
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- Puck
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- Echo
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- Eric
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- Liam
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- Onyx
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- Adam
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- Santa
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## Development
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This application is designed to run efficiently on CPU-only environments, making it suitable for deployment on Hugging Face's free tier Spaces.
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## License
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This project uses the Kokoro82m model which is available under the Apache 2.0 license.
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app.py
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import os
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import sys
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# Import directly from the app directory
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from app.app import demo
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# Launch the app
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if __name__ == "__main__":
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demo.launch()
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requirements.txt
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kokoro>=0.9.4
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soundfile
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gradio
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torch --index-url https://download.pytorch.org/whl/cpu
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numpy
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