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@@ -1 +1,21 @@
-# denoising-historical-recordings
+# A two-stage U-Net for high-fidelity denoising of historical recordings
+
+Official repository of the paper:
+
+citation here
+
+## Abstract
+abstract here
+
+<p align="center">
+<img src="https://user-images.githubusercontent.com/64018465/131505025-e4530f55-fe5d-4bf4-ae64-cc9a502e5874.png" alt="Schema represention"
+width="400px"></p>
+
+## Requirements
+
+    conda env update -f environment.yml
+    conda activate historical_denoiser
+
+## Denosing Recordings
+
+## Training