Update README.md

README.md

@@ -24,31 +24,34 @@ Directly try our [Gradio Demo]!!
 
 ## Environment
 Pre-built Docker environments can be downloaded [here](https://github.com/RoyChao19477/SEMamba?tab=readme-ov-file#-docker-support) to simplify setup.
+If you need bandwidth extension:
 ```bash
-pip install resampy (if you need bandwidth extension)
+pip install resampy 
 ```
 ## Inference
 Follow the steps below to generate enhanced speech using our model:
-1. Place your noisy speech files in the folder noisy_audio/
-2. Put the corresponding model checkpoint in the folder exp/ (please align the path with the one used in the script)
+1. Place your noisy speech files in the folder `noisy_audio/`
+2. Put the corresponding model checkpoint in the folder `exp/` (please align the path with the one used in the script)
 3. Run the following command:
 ```bash
 sh inference.sh
 ```
-4. The enhanced speech files will be saved in enhanced_audio/.
+4. The enhanced speech files will be saved in `enhanced_audio/`.
+
+---
    
 **Note:**
 
-a. You can enable or disable bandwidth extension by setting the target bandwidth using the `--BWE argument` in the script.
+a. You can enable or disable bandwidth extension by setting the target bandwidth using the `BWE argument` in the script.
 
 If your noisy speech files are long and may cause GPU out-of-memory (OOM) errors, please use the following procedure instead:
-1. Place your long noisy speech files in the folder long_noisy_audio/
-2. Put the corresponding model checkpoint in the folder exp/ (please align the path with the one used in the script)
+1. Place your long noisy speech files in the folder `long_noisy_audio/`
+2. Put the corresponding model checkpoint in the folder `exp/` (please align the path with the one used in the script)
 3. Run the following command:
 ```bash
 sh inference_chunk_wise.sh
 ```
-4. The enhanced speech files will be saved in Long_enhanced_audio/.
+4. The enhanced speech files will be saved in `Long_enhanced_audio/`.
 
 **Note:**