Update README.md

README.md

@@ -65,12 +65,11 @@ simuleval \
 If not already stored in your system, the SeamlessM4T model will be downloaded automatically when 
 running the script. The output will be saved in `${OUT_DIR}`. 
 
-We suggest to run the inference using a GPU to speed up the process but the system can be run on 
+We suggest running the inference using a GPU to speed up the process but the system can be run on 
 any device (e.g., CPU) supported by SimulEval and HuggingFace.
 
 ## 💬 Inference using docker
-To run SimulSeamless using docker, as required by the IWSLT 2024 Simultaneous track, follow the
-steps below:
+To run SimulSeamless using docker, follow the steps below:
 1. Download the docker file by cloning this repository
 2. Load the docker image:
 ```bash
@@ -95,7 +94,7 @@ simuleval \
 ```
 To set, `${TGT_LANG}`, `${FRAME}`, `${LAYER}`, `${BLEU_TOKENIZER}`, `${LATENCY_UNIT}`, 
 `${LIST_OF_AUDIO}`, `${TGT_FILE}`, `${SEG_SIZE}`, and `${OUT_DIR}` refer to 
-[🤖 Inference using your environment](#-inference-using-your-environment).
+[🤖 Inference using your environment](#🤖-inference-using-your-environment).
 
 
 ## 📍Citation