我正在尝试通过收集 essentia(一个 MIR 库)函数来编写特征提取器。
流程图是这样的:单个特征提取,池化,PoolAggregator,使用 np.concatenate
脚本在 ipython notebook 下运行良好,即使不导入 numpy。
我只是聚集了我从前一阶段获得的数组或 float ,但显示了错误消息:"NameError: global name 'numpy' is not defined"
。
我尝试将“import numpy as np”放在模块的顶部:
import numpy as np
def featureExtractor(path):
或者在函数中:
def featureExtractor(path):
import numpy as np
或者在主文件中的模块之外:
import numpy as np
from featureExtractor import featureExtractor
这些都不能解决,请帮帮我。
脚本如下:
from essentia.standard import *
import essentia
def featureExtractor(path):
loader = MonoLoader(filename = path)
x = loader()
pool = essentia.Pool()
spectrum = Spectrum()
w = Windowing(type = 'hann')
# Create needed objects
mfcc = MFCC()
centroid = Centroid()
for frame in FrameGenerator(x, frameSize = 1024, hopSize = 512):
mfcc_bands, mfcc_coeffs = mfcc(spectrum(w(frame))) # output: vector_real
spec_centroid = centroid(spectrum(w(frame))) # output: real
pool.add('lowlevel.mfcc', mfcc_coeffs)
pool.add('lowlevel.centroid', spec_centroid)
aggrPool = PoolAggregator(defaultStats = [ 'mean', 'var' ])(pool)
# calculate mean and var for each feature
# build a feature vector of type array
list = ['lowlevel.centroid.mean', 'lowlevel.centroid.var',
'lowlevel.mfcc.mean', 'lowlevel.mfcc.var']
feature_vec = []
for name in list:
feature = aggrPool[name]
if type(feature) != float: # for those type == array
feature_vec = np.concatenate([feature_vec,feature], axis = 0)
else: # for those type == float
feature_vec.append(feature)
return feature_vec
然后我在主文件中命令:
path = "/~/Downloads/~.wav"
from featureExtractor import featureExtractor
featureExtractor(path)
我得到了错误:
---------------------------------------------------------------------------
NameError Traceback (most recent call last)
<ipython-input-109-40b5bbac9b17> in <module>()
1 from featureExtractor import featureExtractor
2
----> 3 featureExtractor(path)
/~/ipython_notebook/featureExtractor.py in featureExtractor(path)
66 for name in list:
67 feature = aggrPool[name]
---> 68 if type(feature) != float: # for those type == array
69 feature_vec = np.concatenate([feature_vec,feature], axis = 0)
70 else: # for those type == float
NameError: global name 'numpy' is not defined
无论我把命令放在哪里(如上所述),我都会得到同样的错误
import numpy as np
最佳答案
简单尝试
import numpy
在文件顶部 /~/ipython_notebook/featureExtractor.py
您的代码似乎期望 numpy
而不是 np
作为模块名称。
关于python - 名称错误 : global name 'numpy' is not defined,我们在Stack Overflow上找到一个类似的问题: https://stackoverflow.com/questions/25239016/