Update README.md

README.md

@@ -27,7 +27,7 @@ A Gradio-based browser interface for [Whisper](https://github.com/openai/whisper
 
     ### Prerequisite
     To run this WebUI, you need to have `git`, `python` version 3.8 ~ 3.10, `FFmpeg`.<BR>
-    If you're not using an Nvida GPU, or using a different `CUDA` version than 12.4,  edit the **file requirements.txt** to match your environment.
+    If you're not using an Nvida GPU, or using a different `CUDA` version than 12.4,  edit the `file requirements.txt` to match your environment.
       
     Please follow the links below to install the necessary software:
     - git : [https://git-scm.com/downloads](https://git-scm.com/downloads)
@@ -35,7 +35,7 @@ A Gradio-based browser interface for [Whisper](https://github.com/openai/whisper
     - FFmpeg :  [https://ffmpeg.org/download.html](https://ffmpeg.org/download.html)
     - CUDA : [https://developer.nvidia.com/cuda-downloads](https://developer.nvidia.com/cuda-downloads)
     
-    After installing FFmpeg, make sure to **add** the `FFmpeg/bin` folder to your system **PATH**
+    After installing `FFmpeg`, make sure to **add** the `FFmpeg/bin` folder to your system `PATH`
 
     ### Installation using the script files
     
@@ -63,7 +63,7 @@ A Gradio-based browser interface for [Whisper](https://github.com/openai/whisper
     
     5. Connect to the WebUI with your browser at `http://localhost:7860`
     
-    Note: If needed, update the **docker-compose.yaml** to match your environment
+    Note: If needed, update the `docker-compose.yaml` to match your environment
 
 # VRAM Usages
 - This project is integrated with [faster-whisper](https://github.com/guillaumekln/faster-whisper) by default for better VRAM usage and transcription speed.<BR>According to faster-whisper, the efficiency of the optimized whisper model is as follows: