Update README.md

README.md

@@ -19,10 +19,10 @@ The MERaLiON-SpeechEncoder is a speech foundation model designed to support a wi
 
 For details on background, pre-training, tuning experiments and evaluation, please refer to our [technical report]().
 
-Acknowledgement:  
+## Acknowledgement
 This research is supported by the National Research Foundation, Singapore and Infocomm Media Development Authority, Singapore under its National Large Language Models Funding Initiative.
 
-### Model Description
+## Model Description
 
 <img src="bestrq_model_training.png" alt="model_architecture" width="400" style="margin-left:'auto' margin-right:'auto' display:'block'"/>
 
@@ -183,6 +183,3 @@ MERaLiON-SpeechEncoder was trained in two phases, initially on a 60,000 hours su
 
 [More Information Needed]
 
-**APA:**
-
-[More Information Needed]