librosa是处理音频库里的opencv,使用python脚本研究音频,先安装三方库librosa。
如下通过清华镜像源安装librosa;
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple librosa
D:\D00_Python3\D00A2_python3.7.3\install>pip install -i https://pypi.tuna.tsinghua.edu.cn/simple librosa
Looking in indexes: https://pypi.tuna.tsinghua.edu.cn/simple
Processing c:\users\administrator\appdata\local\pip\cache\wheels\6e\d3\47\7582e7e63ee9127f4773adeb8dcd8490771c063e2607354ba0\librosa-0.7.2-py3-none-any.whl
Requirement already satisfied: numba>=0.43.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (0.50.0)
Requirement already satisfied: joblib>=0.12 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (0.15.1)
Requirement already satisfied: resampy>=0.2.2 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (0.2.2)
Requirement already satisfied: numpy>=1.15.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (1.18.5)
Requirement already satisfied: audioread>=2.0.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (2.1.8)
Requirement already satisfied: scipy>=1.0.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (1.4.1)
Requirement already satisfied: soundfile>=0.9.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (0.10.3.post1)
Requirement already satisfied: scikit-learn!=0.19.0,>=0.14.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (0.23.1)
Requirement already satisfied: six>=1.3 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (1.15.0)
Requirement already satisfied: decorator>=3.0.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from librosa) (4.4.2)
Requirement already satisfied: setuptools in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from numba>=0.43.0->librosa) (47.1.1)
Requirement already satisfied: llvmlite<0.34,>=0.33.0.dev0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from numba>=0.43.0->librosa) (0.33.0)
Requirement already satisfied: cffi>=1.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from soundfile>=0.9.0->librosa) (1.14.0)
Requirement already satisfied: threadpoolctl>=2.0.0 in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from scikit-learn!=0.19.0,>=0.14.0->librosa) (2.1.0)
Requirement already satisfied: pycparser in d:\d00_python3\d00a2_python3.7.3\install\lib\site-packages (from cffi>=1.0->soundfile>=0.9.0->librosa) (2.20)
Installing collected packages: librosa
Successfully installed librosa-0.7.2
D:\D00_Python3\D00A2_python3.7.3\install>
pip list查看三方包:
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D:\D00_Python3\D00A2_python3. 7.3 \install>pip list Package Version - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - - absl - py 0.9 . 0 astor 0.8 . 1 audioread 2.1 . 8 cffi 1.14 . 0 decorator 4.4 . 2 defusedxml 0.6 . 0 gast 0.3 . 3 google - pasta 0.2 . 0 grpcio 1.29 . 0 h5py 2.10 . 0 importlib - metadata 1.6 . 1 joblib 0.15 . 1 Keras - Applications 1.0 . 8 Keras - Preprocessing 1.1 . 2 librosa 0.7 . 2 llvmlite 0.33 . 0 Markdown 3.2 . 2 networkx 2.2 numba 0.50 . 0 numpy 1.18 . 5 pip 20.1 . 1 protobuf 3.12 . 2 pycparser 2.20 resampy 0.2 . 2 scikit - learn 0.23 . 1 scipy 1.4 . 1 setuptools 47.1 . 1 six 1.15 . 0 SoundFile 0.10 . 3.post1 tensorboard 1.14 . 0 tensorflow 1.14 . 0 tensorflow - estimator 1.14 . 0 termcolor 1.1 . 0 threadpoolctl 2.1 . 0 Werkzeug 1.0 . 1 wheel 0.34 . 2 wrapt 1.12 . 1 zipp 3.1 . 0 D:\D00_Python3\D00A2_python3. 7.3 \install> |
如上
librosa ---- 0.7.2
numba-----0.50.0
下面使用librosa,报的是numba的错误!
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D:\D00_Python3\D00A2_python3. 7.3 \install>python - c "import librosa" Traceback (most recent call last): File "<string>" , line 1 , in <module> File "D:\D00_Python3\D00A2_python3.7.3\install\lib\site-packages\librosa\__init__.py" , line 12 , in <module> from . import core File "D:\D00_Python3\D00A2_python3.7.3\install\lib\site-packages\librosa\core\__init__.py" , line 125 , in <module> from .time_frequency import * # pylint: disable=wildcard-import File "D:\D00_Python3\D00A2_python3.7.3\install\lib\site-packages\librosa\core\time_frequency.py" , line 11 , in <module> from ..util.exceptions import ParameterError File "D:\D00_Python3\D00A2_python3.7.3\install\lib\site-packages\librosa\util\__init__.py" , line 77 , in <module> from .utils import * # pylint: disable=wildcard-import File "D:\D00_Python3\D00A2_python3.7.3\install\lib\site-packages\librosa\util\utils.py" , line 15 , in <module> from .decorators import deprecated File "D:\D00_Python3\D00A2_python3.7.3\install\lib\site-packages\librosa\util\decorators.py" , line 9 , in <module> from numba.decorators import jit as optional_jit ModuleNotFoundError: No module named 'numba.decorators' D:\D00_Python3\D00A2_python3. 7.3 \install> |
解决办法:
卸载numba后,重新安装降版本的numba,安装numba==0.48.0
pip uninstall numba
pip install -i https://pypi.tuna.tsinghua.edu.cn/simple numba==0.48.0
python -c "import librosa;print(librosa.__version__) "
可以看到成功安装了正确可使用的librosa库!
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D:\D00_Python3\D00A2_python3. 7.3 \install>pip uninstall numba Found existing installation: numba 0.50 . 0 Uninstalling numba - 0.50 . 0 : Would remove: d:\d00_python3\d00a2_python3. 7.3 \install\lib\site - packages\numba - 0.50 . 0.dist - info\ * d:\d00_python3\d00a2_python3. 7.3 \install\lib\site - packages\numba\ * d:\d00_python3\d00a2_python3. 7.3 \install\scripts\numba d:\d00_python3\d00a2_python3. 7.3 \install\scripts\pycc Proceed (y / n)? y Successfully uninstalled numba - 0.50 . 0 D:\D00_Python3\D00A2_python3. 7.3 \install>pip install - i https: / / pypi.tuna.tsinghua.edu.cn / simple numba = = 0.48 . 0 Looking in indexes: https: / / pypi.tuna.tsinghua.edu.cn / simple Collecting numba = = 0.48 . 0 Downloading https: / / pypi.tuna.tsinghua.edu.cn / packages / f5 / ca / 9e47464d388c3372454639d1739fa21605862c8815d53279e1216b5694e1 / numba - 0.48 . 0 - cp37 - cp37m - win_amd64.whl ( 2.1 MB)|█████████████████████████████▌ | 1.9 MB 2.2 MB / s eta 0 : 00 : 01 |██████████████████████████████ | 2.0 MB 2.2 MB / s eta 0 : 00 : 01 |██████████████████████████████▌ | 2.0 MB 2.2 MB / s eta 0 : 00 : 0 |███████████████████████████████ | 2.0 MB 2.2 MB / s eta 0 : 00 : 0 |███████████████████████████████▌| 2.1 MB 2.2 MB / s eta 0 : 00 : |████████████████████████████████| 2.1 MB 2.2 MB / s Requirement already satisfied: setuptools in d:\d00_python3\d00a2_python3. 7.3 \install\lib\site - packages ( from numba = = 0.48 . 0 ) ( 47.1 . 1 ) Requirement already satisfied: numpy> = 1.15 in d:\d00_python3\d00a2_python3. 7.3 \install\lib\site - packages ( from numba = = 0.48 . 0 ) ( 1.18 . 5 ) Collecting llvmlite< 0.32 . 0 ,> = 0.31 . 0dev0 Downloading https: / / pypi.tuna.tsinghua.edu.cn / packages / 1d / 83 / cd2843726a6316e372822e9e42cd0083b6d1d98d89d53880e7e67d5eec68 / llvmlite - 0.31 . 0 - cp37 - cp37m - win_amd64.whl ( 13.6 MB) ████████████████████████████▌ | 12.1 MB 3.3 MB / s eta 0 : 00 : 01 |█████████████████████████████ | 12.5 MB 3.3 MB / s eta 0 : 00 : 01 |██████████████████████████████ | 12.9 MB 3.3 MB / s eta 0 : 00 : 0 |██████████████████████████████▌ | 13.1 MB 3.3 MB / s eta 0 : 00 : |████████████████████████████████| 13.6 MB 434 kB / s Installing collected packages: llvmlite, numba Attempting uninstall: llvmlite Found existing installation: llvmlite 0.33 . 0 Uninstalling llvmlite - 0.33 . 0 : Successfully uninstalled llvmlite - 0.33 . 0 Successfully installed llvmlite - 0.31 . 0 numba - 0.48 . 0 D:\D00_Python3\D00A2_python3. 7.3 \install>python - c "import librosa;print(librosa.__version__) " 0.7 . 2 |
总结
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原文链接:https://blog.csdn.net/jn10010537/article/details/106870052