Update README.md

README.md

@@ -47,7 +47,7 @@ Before running this project, make sure you have the following dependencies insta
 - FAISS
 - Ollama
 
-# How to gt started with project
+# How to get started with project
 
 1. Clone this repository.
 ```
@@ -103,8 +103,28 @@ The assistant will start listening for your voice input. Speak clearly into your
 - To use a different Ollama model, update the `model` parameter in the `Ollama` initialization.
 - Try to use other TTS frameworks - Melo TTS, coqui TTS, Mars5 TTS.
 
+## Further Improvements
+
+1. Works on achieving lower latency for responses.
+2. Understand speech better, even with background noise or accents.
+3. Learn to speak and understand more languages.
+4. Have better conversations by remembering what we talked about before.
+5. Sound more natural when I speak, maybe even express emotions.
+   
 ## Troubleshooting
 
 - If you encounter issues with speech recognition, ensure your microphone is properly connected and configured.
 - For TTS issues, make sure you have the necessary audio drivers installed on your system.
-- If the RAG system is not working as expected, check that your knowledge base PDF is properly formatted and contains relevant information.
+- If the RAG system is not working as expected, check that your knowledge base PDF is properly formatted and contains relevant information.
+
+
+## Model Card Contact
+
+For inquiries and contributions, please contact us at [email protected].
+
+```bibtex
+@ModelCard{
+    author       = {Nehul Agrawal}
+    title         = {baby Cry Classifier},
+    year           = {2024}
+}