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@@ -12,19 +12,26 @@ To distinguish the recognition performance of each part, prefix the file names o
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  and prefix the file names of part3 with `fold-e-`.
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  Download the pre-trained Sentence-BERT model and tokenizer from the following URL:
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- https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2/tree/main
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- Place the downloaded pre-trained model and tokenizer inside the ../../qwen2_audio_baseline/Bert_pretrain.
 
 
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  Get the API for qwen2-audio-instruct from the following URL:
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  https://help.aliyun.com/zh/model-studio/get-api-key?spm=a2c4g.11186623.0.0.4eee4823sRBTDW&accounttraceid=3dc788b6beba4fd8a4415f2eff7b4ed5prhq
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  Environment:
 
 
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  cd ../../qwen2_audio_baseline
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  pip install -r requirements.txt
 
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  You can also use a mirror source to speed up the process.
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- pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple
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- Run:
 
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  sh qwen_audio_test.sh
 
 
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  and prefix the file names of part3 with `fold-e-`.
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  Download the pre-trained Sentence-BERT model and tokenizer from the following URL:
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+
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+ `git clone https://huggingface.co/sentence-transformers/all-MiniLM-L6-v2/tree/main`
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+
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+ Place the downloaded pre-trained model and tokenizer inside the `../../qwen2_audio_baseline/Bert_pretrain`
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  Get the API for qwen2-audio-instruct from the following URL:
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  https://help.aliyun.com/zh/model-studio/get-api-key?spm=a2c4g.11186623.0.0.4eee4823sRBTDW&accounttraceid=3dc788b6beba4fd8a4415f2eff7b4ed5prhq
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  Environment:
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+
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+ ```bash
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  cd ../../qwen2_audio_baseline
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  pip install -r requirements.txt
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+ ```
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  You can also use a mirror source to speed up the process.
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+ `pip install -r requirements.txt -i https://pypi.tuna.tsinghua.edu.cn/simple`
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+ - Run
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+ ```bash
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  sh qwen_audio_test.sh
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+ ```