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ESC-50音频事件识别项目

基于tensorflow 2.7.0进行音频事件识别, 使用ESC-50数据集

模型介绍

包括自己搭建的CNN模型以及CRNN模型

tflite模型

利用tenflow-lite保存为移动端的模型结构,对模型进行了压缩,包括不同的量化与剪枝方法

模型评估

对压缩前后不同模型在测试集上的效果进行了评估

今后目标

将tflite模型部署到手机上测试压缩前后的性能收益

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