Update README.md

README.md

@@ -85,7 +85,7 @@ model-index:
 
 [The model is still training, we will be releasing the latest checkpoints soon...]
 
-SpeechLLM is a multi-modal LLM trained to predict the metadata of the speaker's turn in a conversation. speechllm-2B model is based on HubertX acoustic encoder and TinyLlama LLM. The model predicts the following:
+SpeechLLM is a multi-modal LLM trained to predict the metadata of the speaker's turn in a conversation. speechllm-2B model is based on HubertX audio encoder and TinyLlama LLM. The model predicts the following:
 1. **SpeechActivity** : if the audio signal contains speech (True/False)
 2. **Transcript** : ASR transcript of the audio
 3. **Gender** of the speaker (Female/Male)