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@@ -11,11 +11,19 @@ Place the WAV and JSON files in `dev_data`.
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  To distinguish the recognition performance of each part, prefix the file names of part1 with `fold-d-`, prefix the file names of part2 with `fold-a-` `fold-b-` `fold-c-`,
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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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- `git clone 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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  To distinguish the recognition performance of each part, prefix the file names of part1 with `fold-d-`, prefix the file names of part2 with `fold-a-` `fold-b-` `fold-c-`,
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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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+ and Place the downloaded pre-trained model and tokenizer inside the `../../qwen2_audio_baseline/Bert_pretrain`
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+ - Example commands
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+
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+ ```
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+ git clone https://huggingface.co/PeacefulData/2025_DCASE_AudioQA_Baselines
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+ cd 2025_DCASE_AudioQA_Baselines
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+ mkdir Bert_pretrain
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+ cd Bert_pretrain
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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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  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