diff --git a/README.md b/README.md
index 183176b..b3bf01f 100644
--- a/README.md
+++ b/README.md
@@ -42,11 +42,27 @@ Run the following to view all available options:
 		
 	autotranscript -h
 
+### Documentation usage
+
+To access the documentation run the following command from the docs/_build/html directory:
+
+	python -m http.server
+
+## Roadmap
+
+- Model quantization
+- Model fine-tuning
+- Implementation of LLMs
+- Executable for Windows
+
 ## Contact
 
+For queries contact Jacob Schmieder at Jacob.Schmieder@dbfz.de
+
 ## License 
 
-## Cite `AutoTranscript` : 
-
+## Acknowledgments
+
+Special thanks go to the colleagues of the KIDA project - especially the teams in I5 and I2 - and the BMEL (Bundesministerium für Ernährung und Landwirtschaft).
 
 
diff --git a/requirements.txt b/requirements.txt
index b81b23c..f329a3b 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -9,6 +9,8 @@ pyannote.pipeline~=2.3
 setuptools~=65.6.3
 setuptools-rust~=1.5.2
 
+sphinx~=5.0.2         
+
 tqdm>=4.65.0
 
 #optional: