1

app.py

@@ -184,7 +184,19 @@ demo = gr.Blocks()
 
 with demo:
     gr.Markdown("""# **Create Any GIF From Your Favorite Videos!** """)
-    
+    gr.Markdown("""
+    In this Gradio-Space Blog I will be taking you through my efforts in reproducing the brilliant app [Edit Video By Editing Text](https://huggingface.co/spaces/radames/edit-video-by-editing-text) by [@radames](https://huggingface.co/radames). 
+    
+    My valule-add are - 
+    - A permanent supply for your own new GIFs  
+    - This Space written in th form of a Notebook or a Blog if I may, to help someone understand how they can too build this kind of an app.
+    
+    I will start with a short note about Radames's app and tools used in it - 
+          - It is a supercool and handy proof of concept of a simple video editor where you can edit a video by playing with its audio transcriptions (ASR pipeline output). 
+          - The app uses Huggingface [Automatic Speech Recognition Pipeline](https://huggingface.co/tasks/automatic-speech-recognition) build over Wav2Vec2 model using CTC which allows you to predict text transcriptions along with the timestamps for every characters and pauses. 
+          - The app uses FFmpeg library to a good extent to clip and merge videos. FFmpeg is an open-source library for video handling consisting of a suite of functions for handling video, audio, and other multimedia files.  
+         
+    """)
     
     with gr.Row():
         #for incoming video