Fix Deploy issues

Dockerfile

@@ -1,22 +1,32 @@
-FROM python:3.10
+FROM python:3.10-slim
 
 WORKDIR /code
 
+# Install system dependencies for audio processing (FFmpeg for whisper/librosa)
+RUN apt-get update && apt-get install -y --no-install-recommends \
+	ffmpeg \
+	libsndfile1 \
+	&& rm -rf /var/lib/apt/lists/*
+
 COPY ./requirements.txt /code/requirements.txt
 
 RUN pip install --no-cache-dir --upgrade -r /code/requirements.txt
 
 COPY . /code
 
-# Create a writable directory for cache/downloads if needed, though HF spaces usually allows writing to specific dirs.
-# Setting permissions for non-root user (user 1000 is often the default in HF Spaces)
+# Create a non-root user (HF Spaces requirement)
 RUN useradd -m -u 1000 user
 USER user
 ENV HOME=/home/user \
-	PATH=/home/user/.local/bin:$PATH
+	PATH=/home/user/.local/bin:$PATH \
+	TRANSFORMERS_CACHE=/home/user/.cache/huggingface \
+	HF_HOME=/home/user/.cache/huggingface
 
 WORKDIR $HOME/app
 
 COPY --chown=user . $HOME/app
 
+# Expose port for HF Spaces
+EXPOSE 7860
+
 CMD ["uvicorn", "main:app", "--host", "0.0.0.0", "--port", "7860"]

requirements.txt

@@ -1,8 +1,23 @@
+# FastAPI & Server
 fastapi
 uvicorn
 python-multipart
+
+# Deep Learning
 torch
 transformers
+huggingface-hub
+timm
+
+# Audio Processing (Model V3)
+openai-whisper
+librosa
+soundfile
+
+# Image & Visualization
+Pillow
+matplotlib
+
+# Data Processing
 numpy
-regex
-huggingface-hub
+regex