参考: 端点检测(End-Point Detection,EPD)(常用于语音预处理)
端点检测(End-Point Detection,EPD)的目标是要决定信号的语音开始和结束的位置,所以又可以称为Speech Detection或Voice Activity Detection(VAD)。 端点检测在语音预处理中扮演着一个非常重要的角色。常见的端点检测方法大致可以分为如下两类:
- 时域(Time Domain)的方法:计算量比较小,因此比较容易移植到计算能力较差的嵌入式平台
- acc: accepted condition
- good: good condition
- vgood: very good condition
Features:
- buying: vhigh, high, med, low.
- maint: vhigh, high, med, low.
- doors: 2, 3, 4, 5more.
- persons: 2, 4, more.
- lug_boot: small, med, big.
- safety: low, med, high.
Files:
- data_processing.py : download data and process to an accepted format
- model.py : training model and view result
- Python
- tensorflow
- pandas
- numpy
- matplotlib
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