Add Dockerfile for Whisper Diarization

Dockerfile

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+FROM python:3.11-slim
+
+# Set working directory
+WORKDIR /app
+
+# Install required system packages
+RUN apt-get update && apt-get install -y \
+    git \
+    ffmpeg \
+    cython3 \
+    build-essential \
+    cmake \
+    libsndfile1 \
+    && rm -rf /var/lib/apt/lists/*
+
+# Install pybind11 globally for C++ extensions
+RUN pip install pybind11
+
+# Copy requirement and constraint files
+COPY requirements.txt constraints.txt ./
+
+# Install Python dependencies
+RUN pip install --upgrade pip && \
+    pip install -c constraints.txt -r requirements.txt
+
+# Copy your entire project code
+COPY . .
+
+# Set default run command
+ENTRYPOINT ["python", "diarize.py"]

README.md

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 <h1 align="center">Speaker Diarization Using OpenAI Whisper</h1>
 
-[![FreePalestine.Dev](https://freepalestine.dev/header/1)](https://freepalestine.dev)
 
 <p align="center">
   <a href="https://github.com/MahmoudAshraf97/whisper-diarization/actions/workflows/test_run.yml">