talkbox is a scikit for signal/speech processing, to extend scipy capabilities in that domain.

Related tags

Data Analysis talkbox
Overview
talkbox is a scikit for signal/speech processing, to extend scipy capabilities
in that domain.

See INSTALL.txt for installation instruction.

The goal is to provide some functionalities found in matlab signal toolbox, as
well as other features not found in matlab for speech processing. In
particular, we intend to implement the following:
        - parametric and non parametric spectral estimation: ar, periodogram,
          MUSIC, PENCIL, etc...
        - lpc estimation
        - Discrete Cosine Transform, Modified Discrete Cosine Transform
        - basic speech-related features: mfcc, mel filtering, etc...

One perticular feature of talkbox is that every algorithm will have a 100%
python implementation for educational purpose; some implementations will also
be in C, but there alway will be a python reference implementation.

talkbox is licensed under a very liberal, BSD-based license, for use in both
open-source and proprietary softwares.
Comments
  • import fails with ImportError on

    import fails with ImportError on "import version"

    First time using github...sorry if I'm doing this wrong...

    import scikits.talkbox

    chokes and dies with an ImportError when scikits/talkbox/init.py tries to import a module named "version". Did you mean "from sys import version"? I commented the line out and things seem to work so far.

    opened by fmailhot 3
  • Minor query in theory

    Minor query in theory

    In this line of code, https://github.com/cournape/talkbox/blob/master/scikits/talkbox/features/mfcc.py#L38

    the parameter in the denominator is heights[i] which confuses me a bit, shouldn't it be a constant k, given how in general mfcc banks are in the range 0-k where k is any constant, generally 1

    opened by MerinS 2
  • Documentation can't be generated as it uses outdated modules

    Documentation can't be generated as it uses outdated modules

    Again on this..

    While trying to build documentation, I first had "import talkbox version" problem, but that was easy to fix. After that I got errors about calling outdated sphinx directives which I can't see how to fix.

    Is there some generated documentation (html/pdf) laying around?

    opened by klonuo 1
  • status?

    status?

    Hi,

    module works fine, but as it's last updated 4 years ago, and TODOs are left over, I'm curious is this merged in some other project, or just left aside?

    opened by klonuo 1
  • error in python 2.7

    error in python 2.7

    comment : python -c 'from scikits.talkbox.linpred import levinson_lpc'

    Traceback (most recent call last): File "", line 1, in File "/Library/Python/2.7/site-packages/scikits/talkbox/init.py", line 3, in from tools import * File "/Library/Python/2.7/site-packages/scikits/talkbox/tools/init.py", line 7, in import cffilter File "numpy.pxd", line 30, in cffilter (scikits/talkbox/tools/src/cffilter.c:2795) ValueError: numpy.dtype does not appear to be the correct type object

    opened by chloesw 0
  • Fails to compile on Mac OS

    Fails to compile on Mac OS

    MacOS 12.6 Apple Silicon (M1 pro)

    % pip install scikits.talkbox     
Collecting scikits.talkbox
  Using cached scikits.talkbox-0.2.5.tar.gz (151 kB)
  Preparing metadata (setup.py) ... done
Requirement already satisfied: numpy in /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages (from scikits.talkbox) (1.23.1)
Building wheels for collected packages: scikits.talkbox
  Building wheel for scikits.talkbox (setup.py) ... error
  error: subprocess-exited-with-error
  
  × python setup.py bdist_wheel did not run successfully.
  │ exit code: 1
  ╰─> [414 lines of output]
      /private/var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/pip-install-g5v5y1da/scikits-talkbox_9199d652ab0b4007ae5caa7b9e88b621/setup.py:10: DeprecationWarning:
      
        `numpy.distutils` is deprecated since NumPy 1.23.0, as a result
        of the deprecation of `distutils` itself. It will be removed for
        Python >= 3.12. For older Python versions it will remain present.
        It is recommended to use `setuptools < 60.0` for those Python versions.
        For more details, see:
          https://numpy.org/devdocs/reference/distutils_status_migration.html
      
      
        from numpy.distutils.core import setup
      running bdist_wheel
      running build
      running config_cc
      INFO: unifing config_cc, config, build_clib, build_ext, build commands --compiler options
      running config_fc
      INFO: unifing config_fc, config, build_clib, build_ext, build commands --fcompiler options
      running build_src
      INFO: build_src
      INFO: building library "clpc" sources
      INFO: building extension "scikits.talkbox.linpred._lpc" sources
      INFO: building extension "scikits.talkbox.tools.cffilter" sources
      INFO: building extension "scikits.talkbox.tools.cacorr" sources
      INFO: building data_files sources
      INFO: build_src: building npy-pkg config files
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/setuptools/command/install.py:34: SetuptoolsDeprecationWarning: setup.py install is deprecated. Use build and pip and other standards-based tools.
        warnings.warn(
      running build_py
      creating build
      creating build/lib.macosx-10.9-x86_64-3.8
      creating build/lib.macosx-10.9-x86_64-3.8/scikits
      copying ./scikits/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox
      copying scikits/talkbox/version.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox
      copying scikits/talkbox/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox
      copying scikits/talkbox/setup.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox
      copying scikits/talkbox/info.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      copying scikits/talkbox/linpred/levinson_lpc.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      copying scikits/talkbox/linpred/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      copying scikits/talkbox/linpred/setup.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      copying scikits/talkbox/linpred/common.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      copying scikits/talkbox/linpred/py_lpc.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/misc
      copying scikits/talkbox/misc/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/misc
      copying scikits/talkbox/misc/setup.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/misc
      copying scikits/talkbox/misc/peak_picking.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/misc
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      copying scikits/talkbox/tools/segmentaxis.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      copying scikits/talkbox/tools/preprocess.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      copying scikits/talkbox/tools/ffilter.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      copying scikits/talkbox/tools/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      copying scikits/talkbox/tools/setup.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      copying scikits/talkbox/tools/correlations.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/tools
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/features
      copying scikits/talkbox/features/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/features
      copying scikits/talkbox/features/setup.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/features
      copying scikits/talkbox/features/mel.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/features
      copying scikits/talkbox/features/mfcc.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/features
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/spectral
      copying scikits/talkbox/spectral/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/spectral
      copying scikits/talkbox/spectral/basic.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/spectral
      creating build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/transforms
      copying scikits/talkbox/transforms/dct.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/transforms
      copying scikits/talkbox/transforms/__init__.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/transforms
      copying scikits/talkbox/transforms/setup.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/transforms
      copying scikits/talkbox/transforms/dct_ref.py -> build/lib.macosx-10.9-x86_64-3.8/scikits/talkbox/transforms
      running build_clib
      INFO: customize UnixCCompiler
      INFO: customize UnixCCompiler using build_clib
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-march=native)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils
      creating /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks
      INFO: compile options: '-c'
      extra options: '-march=native'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-O3)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-O3'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-Werror)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-Werror'
      INFO: CCompilerOpt.__init__[1782] : check requested baseline
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-msse)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-msse2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse2'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'SSE' with flags (-msse -msse2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -Werror'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'SSE2' with flags (-msse -msse2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -Werror'
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      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse3'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'SSE3' with flags (-msse -msse2 -msse3)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -Werror'
      INFO: CCompilerOpt.__init__[1791] : check requested dispatch-able features
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mssse3)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mssse3'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'SSSE3' with flags (-msse -msse2 -msse3 -mssse3)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-msse4.1)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse4.1'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mpopcnt)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mpopcnt'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'POPCNT' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-msse4.2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse4.2'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mf16c)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mf16c'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mfma)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mfma'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'FMA3' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -Werror'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'F16C' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx2'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512f -mno-mmx)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512f -mno-mmx'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512F' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -Werror'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX2' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mavx2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mavx2 -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512cd)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512cd'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512CD' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -Werror'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'SSE41' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -Werror'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -Werror'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'SSE42' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512er -mavx512pf)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512er -mavx512pf'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512_KNL' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512er -mavx512pf)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512er -mavx512pf -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx5124fmaps -mavx5124vnniw -mavx512vpopcntdq)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx5124fmaps -mavx5124vnniw -mavx512vpopcntdq'
      WARN: CCompilerOpt.dist_test[630] : CCompilerOpt._dist_test_spawn[764] : Command (gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -c /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/test_flags.c -o /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/test_flags.o -MMD -MF /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/test_flags.o.d -mavx5124fmaps -mavx5124vnniw -mavx512vpopcntdq) failed with exit status 1 output ->
      clang: error: unknown argument: '-mavx5124fmaps'
      clang: error: unknown argument: '-mavx5124vnniw'
      
      WARN: CCompilerOpt.cc_test_flags[1077] : testing failed
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512_KNM' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512er -mavx512pf)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512er -mavx512pf -Werror'
      WARN: CCompilerOpt.dist_test[630] : CCompilerOpt._dist_test_spawn[764] : Command (gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -c /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c -o /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.o -MMD -MF /var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/tmpjhe5lp7b/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.o.d -msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512er -mavx512pf -Werror) failed with exit status 1 output ->
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c:22:9: error: implicit declaration of function '_mm512_4fmadd_ps' is invalid in C99 [-Werror,-Wimplicit-function-declaration]
          b = _mm512_4fmadd_ps(b, b, b, b, b, NULL);
              ^
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c:22:9: note: did you mean '_mm512_fmadd_ps'?
      /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/lib/clang/14.0.0/include/avx512fintrin.h:2716:1: note: '_mm512_fmadd_ps' declared here
      _mm512_fmadd_ps(__m512 __A, __m512 __B, __m512 __C)
      ^
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c:22:7: error: assigning to '__m512' (vector of 16 'float' values) from incompatible type 'int'
          b = _mm512_4fmadd_ps(b, b, b, b, b, NULL);
            ^ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c:24:9: error: implicit declaration of function '_mm512_4dpwssd_epi32' is invalid in C99 [-Werror,-Wimplicit-function-declaration]
          a = _mm512_4dpwssd_epi32(a, a, a, a, a, NULL);
              ^
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c:24:9: note: did you mean '_mm512_dpwssd_epi32'?
      /Applications/Xcode.app/Contents/Developer/Toolchains/XcodeDefault.xctoolchain/usr/lib/clang/14.0.0/include/avx512vnniintrin.h:68:1: note: '_mm512_dpwssd_epi32' declared here
      _mm512_dpwssd_epi32(__m512i __S, __m512i __A, __m512i __B)
      ^
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/distutils/checks/cpu_avx512_knm.c:24:7: error: assigning to '__m512i' (vector of 8 'long long' values) from incompatible type 'int'
          a = _mm512_4dpwssd_epi32(a, a, a, a, a, NULL);
            ^ ~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~~
      4 errors generated.
      
      WARN: CCompilerOpt.feature_test[1563] : testing failed
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512vl -mavx512bw -mavx512dq)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512vl -mavx512bw -mavx512dq'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512_SKX' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512vnni)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512vnni'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512_CLX' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512vnni)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512vnni -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512ifma -mavx512vbmi)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512ifma -mavx512vbmi'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512_CNL' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512ifma -mavx512vbmi -Werror'
      INFO: CCompilerOpt.cc_test_flags[1073] : testing flags (-mavx512vbmi2 -mavx512bitalg -mavx512vpopcntdq)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-mavx512vbmi2 -mavx512bitalg -mavx512vpopcntdq'
      INFO: CCompilerOpt.feature_test[1547] : testing feature 'AVX512_ICL' with flags (-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512vnni -mavx512ifma -mavx512vbmi -mavx512vbmi2 -mavx512bitalg -mavx512vpopcntdq)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -mavx512vnni -mavx512ifma -mavx512vbmi -mavx512vbmi2 -mavx512bitalg -mavx512vpopcntdq -Werror'
      INFO: CCompilerOpt.__init__[1803] : skip features (SSE2 SSE3 SSE) since its part of baseline
      INFO: CCompilerOpt.__init__[1807] : initialize targets groups
      INFO: CCompilerOpt.__init__[1809] : parse target group simd_test
      INFO: CCompilerOpt._parse_target_tokens[2020] : skip targets (VX NEON VSX XOP VXE2 VXE VSX4 FMA4 VSX2 ASIMD VSX3) not part of baseline or dispatch-able features
      INFO: CCompilerOpt._parse_policy_not_keepbase[2132] : skip baseline features (SSE2)
      INFO: CCompilerOpt.generate_dispatch_header[2353] : generate CPU dispatch header: (build/src.macosx-10.9-x86_64-3.8/numpy/distutils/include/npy_cpu_dispatch_config.h)
      WARN: CCompilerOpt.generate_dispatch_header[2362] : dispatch header dir build/src.macosx-10.9-x86_64-3.8/numpy/distutils/include does not exist, creating it
      INFO: CCompilerOpt.feature_extra_checks[1627] : Testing extra checks for feature 'AVX512F' (AVX512F_REDUCE)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -Werror'
      INFO: CCompilerOpt.feature_extra_checks[1627] : Testing extra checks for feature 'AVX512_SKX' (AVX512BW_MASK AVX512DQ_MASK)
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -Werror'
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-c'
      extra options: '-msse -msse2 -msse3 -mssse3 -msse4.1 -mpopcnt -msse4.2 -mavx -mf16c -mfma -mavx2 -mavx512f -mno-mmx -mavx512cd -mavx512vl -mavx512bw -mavx512dq -Werror'
      INFO: building 'clpc' library
      INFO: compiling C sources
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      creating build/temp.macosx-10.9-x86_64-3.8
      creating build/temp.macosx-10.9-x86_64-3.8/scikits
      creating build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox
      creating build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      creating build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred/src
      INFO: compile options: '-I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -Ibuild/src.macosx-10.9-x86_64-3.8/numpy/distutils/include -c'
      extra options: '-msse -msse2 -msse3'
      INFO: gcc: scikits/talkbox/linpred/src/levinson.c
      INFO: ar: adding 1 object files to build/temp.macosx-10.9-x86_64-3.8/libclpc.a
      INFO: ranlib:@ build/temp.macosx-10.9-x86_64-3.8/libclpc.a
      running build_ext
      INFO: customize UnixCCompiler
      INFO: customize UnixCCompiler using build_ext
      INFO: CCompilerOpt.__init__[834] : hit the memory cache
      INFO: CCompilerOpt.generate_dispatch_header[2353] : generate CPU dispatch header: (build/src.macosx-10.9-x86_64-3.8/numpy/distutils/include/npy_cpu_dispatch_config.h)
      INFO: building 'scikits.talkbox.linpred._lpc' extension
      INFO: compiling C sources
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -Ibuild/src.macosx-10.9-x86_64-3.8/numpy/distutils/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include/python3.8 -c'
      extra options: '-msse -msse2 -msse3'
      INFO: gcc: scikits/talkbox/linpred/src/_lpc.c
      In file included from scikits/talkbox/linpred/src/_lpc.c:6:
      In file included from /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h:5:
      In file included from /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h:12:
      In file included from /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h:1948:
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: "Using deprecated NumPy API, disable it with "          "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-W#warnings]
      #warning "Using deprecated NumPy API, disable it with " \
       ^
      scikits/talkbox/linpred/src/_lpc.c:213:2: error: implicit declaration of function 'Py_InitModule' is invalid in C99 [-Werror,-Wimplicit-function-declaration]
              Py_InitModule("_lpc", lpcmethods);
              ^
      scikits/talkbox/linpred/src/_lpc.c:215:1: warning: non-void function does not return a value in all control paths [-Wreturn-type]
      }
      ^
      2 warnings and 1 error generated.
      error: Command "gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -Ibuild/src.macosx-10.9-x86_64-3.8/numpy/distutils/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include/python3.8 -c scikits/talkbox/linpred/src/_lpc.c -o build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred/src/_lpc.o -MMD -MF build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred/src/_lpc.o.d -msse -msse2 -msse3" failed with exit status 1
      INFO:
      ########### EXT COMPILER OPTIMIZATION ###########
      INFO: Platform      :
        Architecture: x64
        Compiler    : gcc
      
      CPU baseline  :
        Requested   : 'min'
        Enabled     : SSE SSE2 SSE3
        Flags       : -msse -msse2 -msse3
        Extra checks: none
      
      CPU dispatch  :
        Requested   : 'max -xop -fma4'
        Enabled     : SSSE3 SSE41 POPCNT SSE42 AVX F16C FMA3 AVX2 AVX512F AVX512CD AVX512_KNL AVX512_SKX AVX512_CLX AVX512_CNL AVX512_ICL
        Generated   : none
      INFO: CCompilerOpt.cache_flush[857] : write cache to path -> /private/var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/pip-install-g5v5y1da/scikits-talkbox_9199d652ab0b4007ae5caa7b9e88b621/build/temp.macosx-10.9-x86_64-3.8/ccompiler_opt_cache_ext.py
      INFO:
      ########### CLIB COMPILER OPTIMIZATION ###########
      INFO: Platform      :
        Architecture: x64
        Compiler    : gcc
      
      CPU baseline  :
        Requested   : 'min'
        Enabled     : SSE SSE2 SSE3
        Flags       : -msse -msse2 -msse3
        Extra checks: none
      
      CPU dispatch  :
        Requested   : 'max -xop -fma4'
        Enabled     : SSSE3 SSE41 POPCNT SSE42 AVX F16C FMA3 AVX2 AVX512F AVX512CD AVX512_KNL AVX512_SKX AVX512_CLX AVX512_CNL AVX512_ICL
        Generated   : none
      INFO: CCompilerOpt.cache_flush[857] : write cache to path -> /private/var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/pip-install-g5v5y1da/scikits-talkbox_9199d652ab0b4007ae5caa7b9e88b621/build/temp.macosx-10.9-x86_64-3.8/ccompiler_opt_cache_clib.py
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
  ERROR: Failed building wheel for scikits.talkbox
  Running setup.py clean for scikits.talkbox
Failed to build scikits.talkbox
Installing collected packages: scikits.talkbox
  Running setup.py install for scikits.talkbox ... error
  error: subprocess-exited-with-error
[  ... truncated ]

      creating build/temp.macosx-10.9-x86_64-3.8
      creating build/temp.macosx-10.9-x86_64-3.8/scikits
      creating build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox
      creating build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred
      creating build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred/src
      INFO: compile options: '-I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -Ibuild/src.macosx-10.9-x86_64-3.8/numpy/distutils/include -c'
      extra options: '-msse -msse2 -msse3'
      INFO: gcc: scikits/talkbox/linpred/src/levinson.c
      INFO: ar: adding 1 object files to build/temp.macosx-10.9-x86_64-3.8/libclpc.a
      INFO: ranlib:@ build/temp.macosx-10.9-x86_64-3.8/libclpc.a
      running build_ext
      INFO: customize UnixCCompiler
      INFO: customize UnixCCompiler using build_ext
      INFO: CCompilerOpt.__init__[834] : hit the memory cache
      INFO: CCompilerOpt.generate_dispatch_header[2353] : generate CPU dispatch header: (build/src.macosx-10.9-x86_64-3.8/numpy/distutils/include/npy_cpu_dispatch_config.h)
      INFO: building 'scikits.talkbox.linpred._lpc' extension
      INFO: compiling C sources
      INFO: C compiler: gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64
      
      INFO: compile options: '-I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -Ibuild/src.macosx-10.9-x86_64-3.8/numpy/distutils/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include/python3.8 -c'
      extra options: '-msse -msse2 -msse3'
      INFO: gcc: scikits/talkbox/linpred/src/_lpc.c
      In file included from scikits/talkbox/linpred/src/_lpc.c:6:
      In file included from /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/arrayobject.h:5:
      In file included from /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/ndarrayobject.h:12:
      In file included from /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/ndarraytypes.h:1948:
      /Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include/numpy/npy_1_7_deprecated_api.h:17:2: warning: "Using deprecated NumPy API, disable it with "          "#define NPY_NO_DEPRECATED_API NPY_1_7_API_VERSION" [-W#warnings]
      #warning "Using deprecated NumPy API, disable it with " \
       ^
      scikits/talkbox/linpred/src/_lpc.c:213:2: error: implicit declaration of function 'Py_InitModule' is invalid in C99 [-Werror,-Wimplicit-function-declaration]
              Py_InitModule("_lpc", lpcmethods);
              ^
      scikits/talkbox/linpred/src/_lpc.c:215:1: warning: non-void function does not return a value in all control paths [-Wreturn-type]
      }
      ^
      2 warnings and 1 error generated.
      error: Command "gcc -Wno-unused-result -Wsign-compare -Wunreachable-code -DNDEBUG -g -fwrapv -O3 -Wall -Wstrict-prototypes -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include -arch x86_64 -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/lib/python3.8/site-packages/numpy/core/include -Ibuild/src.macosx-10.9-x86_64-3.8/numpy/distutils/include -I/Users/frkkan96/opt/anaconda3/envs/pysuperassp/include/python3.8 -c scikits/talkbox/linpred/src/_lpc.c -o build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred/src/_lpc.o -MMD -MF build/temp.macosx-10.9-x86_64-3.8/scikits/talkbox/linpred/src/_lpc.o.d -msse -msse2 -msse3" failed with exit status 1
      INFO:
      ########### EXT COMPILER OPTIMIZATION ###########
      INFO: Platform      :
        Architecture: x64
        Compiler    : gcc
      
      CPU baseline  :
        Requested   : 'min'
        Enabled     : SSE SSE2 SSE3
        Flags       : -msse -msse2 -msse3
        Extra checks: none
      
      CPU dispatch  :
        Requested   : 'max -xop -fma4'
        Enabled     : SSSE3 SSE41 POPCNT SSE42 AVX F16C FMA3 AVX2 AVX512F AVX512CD AVX512_KNL AVX512_SKX AVX512_CLX AVX512_CNL AVX512_ICL
        Generated   : none
      INFO: CCompilerOpt.cache_flush[857] : write cache to path -> /private/var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/pip-install-g5v5y1da/scikits-talkbox_9199d652ab0b4007ae5caa7b9e88b621/build/temp.macosx-10.9-x86_64-3.8/ccompiler_opt_cache_ext.py
      INFO:
      ########### CLIB COMPILER OPTIMIZATION ###########
      INFO: Platform      :
        Architecture: x64
        Compiler    : gcc
      
      CPU baseline  :
        Requested   : 'min'
        Enabled     : SSE SSE2 SSE3
        Flags       : -msse -msse2 -msse3
        Extra checks: none
      
      CPU dispatch  :
        Requested   : 'max -xop -fma4'
        Enabled     : SSSE3 SSE41 POPCNT SSE42 AVX F16C FMA3 AVX2 AVX512F AVX512CD AVX512_KNL AVX512_SKX AVX512_CLX AVX512_CNL AVX512_ICL
        Generated   : none
      INFO: CCompilerOpt.cache_flush[857] : write cache to path -> /private/var/folders/lr/h3mlkmq540d6xjrh3bpdms600000gn/T/pip-install-g5v5y1da/scikits-talkbox_9199d652ab0b4007ae5caa7b9e88b621/build/temp.macosx-10.9-x86_64-3.8/ccompiler_opt_cache_clib.py
      [end of output]
  
  note: This error originates from a subprocess, and is likely not a problem with pip.
error: legacy-install-failure

× Encountered error while trying to install package.
╰─> scikits.talkbox

note: This is an issue with the package mentioned above, not pip.
hint: See above for output from the failure
    opened by FredrikKarlssonSpeech 0
  • scikits.talkbox install failed with python 3.6 on windows

    scikits.talkbox install failed with python 3.6 on windows

    I installed scikits.talkbox on python 2 and it's installed normally .The problem that i have to use python 3 because tensorflow is compatible only with python 3 on windows .Here some comments on the command prompt when i try to install scikits.talkbox . For example: *Running setup.py bdist_wheel for scikits.talkbox ... error *No module named 'numpy.distutils._msvccompiler' in numpy.distutils; trying from distutils *LINK : error LNK2001: unresolved external symbol PyInit__lpc *build\temp.win-amd64-3.6\Release\scikits\talkbox\linpred\src_lpc.cp36-win_amd64.lib : fatal error LNK1120: 1 unresolved externals *\scikits\talkbox\linpred_lpc.cp36-win_amd64.pyd /IMPLIB:build\temp.win-amd64-3.6\Release\scikits\talkbox\linpred\src_lpc.cp36-win_amd64.lib" failed with exit status 1120 *Failed building wheel for scikits.talkbox *failed with error code 1 in C:\Users\DALIKA~1\AppData\Local\Temp\pip-build-sq6cbxni\scikits.talkbox how can i resolve this problems please . Kinds regards

    opened by dalmam11 2
  • Error in Python3

    Error in Python3

    Installed scikits.talkbox 0.2.5.

    ╰─$python3 -c 'from scikits.talkbox.linpred import levinson_lpc'
Traceback (most recent call last):
  File "<string>", line 1, in <module>
  File "/home/wyx/.local/lib/python3.6/site-packages/scikits/talkbox/__init__.py", line 5, in <module>
    __all__ += tools.__all__
AttributeError: module 'tools' has no attribute '__all__'
    opened by ppwwyyxx 1
  • discard the 1st DCT coefficient in mfcc

    discard the 1st DCT coefficient in mfcc

    The first DCT coefficient is affected by the sampling precision of the audio. That is, for 2 audios with the same content but stored in different formats, like 32-bit floating-point and 32-bit PCM, the first coefficients of each frame are different while others are the same. Therefore the first DCT coefficient should not be considered valid. It's also instructed in this tutorial to "Keep DCT coefficients 2-13, discard the rest".

    opened by XDcsy 0
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