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README.md

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 # **CaReAQA: Audio-Based Question Answering Model**
 
-CaReAQA is an **audio-based question answering (QA) model** that integrates an **audio encoder (OPERA-CE)** with a **pretrained LLaMA language model** to process spoken queries and generate text responses.
+CaReAQA is an **audio-based question answering (QA) model** that integrates an **audio encoder** with a **pretrained language model** to process spoken queries and generate text responses.
 
 ## **Model Information**
 
 CaReAQA is built to handle **open-ended spoken question answering**. It is designed to process **audio input**, extract relevant linguistic information, and generate text-based responses. The model follows a **two-stage pipeline**:
-1. **Audio Encoding** - Uses a **pretrained OPERA-CE encoder** to process speech signals.
+1. **Audio Encoding** - Uses a **pretrained encoder** to process speech signals.
 2. **Text Generation** - Uses a **fine-tuned LLaMA model** to generate answers.
 
 The model supports: