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Improve Dockerfile for better network reliability and enhance README with YouTube authentication troubleshooting
Browse files- Dockerfile +10 -7
- README.md +20 -0
Dockerfile
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@@ -2,13 +2,10 @@ FROM python:3.9-slim
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WORKDIR /app
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# Set DNS to improve network connectivity during build
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# Using Google DNS servers for better reliability
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RUN echo "nameserver 8.8.8.8" > /etc/resolv.conf && \
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echo "nameserver 8.8.4.4" >> /etc/resolv.conf
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# Install system dependencies including ffmpeg for audio processing
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build-essential \
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curl \
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software-properties-common \
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@@ -19,9 +16,15 @@ RUN apt-get update && apt-get install -y \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/*
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# Copy requirements and install Python dependencies
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COPY requirements.txt ./
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RUN
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# Copy source code
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COPY src/ ./src/
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WORKDIR /app
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# Install system dependencies including ffmpeg for audio processing
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# Add retry logic and better mirrors for improved network reliability
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RUN apt-get update --allow-releaseinfo-change || (sleep 2 && apt-get update) && \
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apt-get install -y \
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build-essential \
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curl \
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software-properties-common \
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&& apt-get clean \
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&& rm -rf /var/lib/apt/lists/*
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# Set pip to have more retries and timeout
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ENV PIP_DEFAULT_TIMEOUT=100
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ENV PIP_RETRIES=3
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# Copy requirements and install Python dependencies
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COPY requirements.txt ./
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RUN pip install --upgrade pip && \
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pip install --no-cache-dir -r requirements.txt || \
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(sleep 2 && pip install --no-cache-dir -r requirements.txt)
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# Copy source code
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COPY src/ ./src/
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README.md
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@@ -38,6 +38,26 @@ This app analyzes a speaker's English accent from video URLs or audio uploads, p
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- Click "Analyze Audio"
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- View the results
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## Technology Stack
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- **Audio Processing**: FFmpeg, Librosa
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- **ML Models**: SpeechBrain, Transformers
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- Click "Analyze Audio"
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- View the results
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### Troubleshooting YouTube Authentication Issues
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If you encounter errors like `Sign in to confirm you're not a bot` when using YouTube videos:
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1. **Use a different video source**:
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- Try using Loom, Vimeo, or direct MP4 links instead of YouTube
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2. **Using cookies for YouTube authentication**:
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- The app supports uploading a cookies.txt file for YouTube authentication
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- You can export cookies from your browser using browser extensions like "Get cookies.txt"
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- Or use yt-dlp's built-in browser cookie extraction:
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```
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# Install yt-dlp if you don't have it
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pip install yt-dlp
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# Extract cookies from your browser (replace chrome with your browser)
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yt-dlp --cookies-from-browser chrome -o cookies.txt https://youtube.com
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```
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- Upload the generated cookies file in the app interface
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## Technology Stack
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- **Audio Processing**: FFmpeg, Librosa
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- **ML Models**: SpeechBrain, Transformers
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