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README.md

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 license: apache-2.0
 title: DeepFense
 sdk: streamlit
-emoji: 🚀
+emoji: 🛡️
 colorFrom: blue
 colorTo: indigo
+pinned: true
 ---
 
-# 🛡️ DeepFense: Defending Against Audio Deepfakes 🎙️
+# 🛡️ DeepFense: Modular Deepfake Audio Detection 🎙️
 
-👋 **Welcome to the official Hugging Face page of DeepFense!**
+👋 **Welcome to the official Hugging Face home of the DeepFense Framework!**
 
-We are the **DeepFense Team**, a group of researchers in Berlin, Stuttgart, and Tokyo. Our collective research focuses on deepfake detection in audio, exploring robust, efficient, and explainable methods for countering synthetic speech attacks.
+We are the **DeepFense Team**. Our mission is to provide the research community with a robust, modular, and configuration-driven framework for building, training, and evaluating state-of-the-art audio deepfake detectors.
 
-This page will serve as a hub for:
+---
+
+### 🚀 The Framework at a Glance
+DeepFense simplifies audio forensics by decoupling frontends, backends, and loss functions. Whether you are a researcher or a developer, you can swap components via simple YAML configs—no code changes required.
 
-🚀 **Cutting-edge models** for detecting synthetic and manipulated speech
+* **Modular Design:** Mix-and-match components like `WavLM`, `HuBERT`, or `EAT` (Frontends) with `AASIST`, `Nes2Net`, or `ECAPA-TDNN` (Backends).
+* **Hugging Face Native:** Access **455+ pretrained models** and **12 benchmark datasets** (ASVSpoof19, CompSpoof, etc.) directly through our CLI.
+* **Reproducible Research:** Automatic tracking of EER, minDCF, and F1 metrics with built-in WandB logging.
+* **Rich Augmentations:** Built-in RawBoost, RIR, Codec, and more to ensure model robustness.
+
+---
 
-📜 **Research papers** on efficient and scalable audio deepfake detection
+### 🛠️ Quick Start
+Get started with DeepFense in under 5 minutes:
 
-📝 **Blogs & insights** on the latest advancements in audio forensics
+```bash
+# Install the framework
+pip install deepfense
 
-Stay tuned for updates, and feel free to reach out to us! 🤖🔍
+# Download a specific model & dataset
+deepfense download dataset CompSpoof
+deepfense download model ASV19_WavLM_Nes2Net_NoAug_Seed42