Kaldi 语音识别实战 1 基本概念

 
Category: asr

在MacOS 下跑 kaldi

brew install automake llvm cmake sox libtool subversion

基本安装

Common build problems · pyenv/pyenv Wiki;

brew install pyenv
pyenv install -v 2.7.18

# Set the python version.

pyenv global 2.7.18
# Export PATH if necessary.

export PATH="$(pyenv root)/shims:${PATH}"
Add if necessary.:

echo 'PATH=$(pyenv root)/shims:$PATH' >> ~/.zshrc

还得是用 xcode 的 sdk, brew 很多都显示找不到对应的包, 用了 CPPFLAG也不行

 ==> /opt/homebrew/bin/pyenv install 2.7.18
Downloading openssl-1.1.1v.tar.gz...
-> https://www.openssl.org/source/openssl-1.1.1v.tar.gz
Installing openssl-1.1.1v...
Installed openssl-1.1.1v to /Users/zorch/.pyenv/versions/2.7.18
Downloading readline-8.0.tar.gz...
-> https://ftpmirror.gnu.org/readline/readline-8.0.tar.gz
Installing readline-8.0...
Installed readline-8.0 to /Users/zorch/.pyenv/versions/2.7.18
Downloading Python-2.7.18.tar.xz...
-> https://www.python.org/ftp/python/2.7.18/Python-2.7.18.tar.xz
Installing Python-2.7.18...
patching file configure
patching file configure.ac
patching file setup.py
patching file 'Mac/Tools/pythonw.c'
patching file setup.py
patching file 'Doc/library/ctypes.rst'
patching file 'Lib/test/test_str.py'
patching file 'Lib/test/test_unicode.py'
patching file 'Modules/_ctypes/_ctypes.c'
patching file 'Modules/_ctypes/callproc.c'
patching file 'Modules/_ctypes/ctypes.h'
patching file 'Modules/_ctypes/callproc.c'
patching file setup.py
patching file 'Mac/Modules/qt/setup.py'
patching file setup.py
python-build: use zlib from xcode sdk
Installed Python-2.7.18 to /Users/zorch/.pyenv/versions/2.7.18

还需要加入环境变量

 ==> pyenv global 2.7.18
  √  ~/code/c-cpp_proj/kaldi/tools
 ==> python2
Python 2.7.18 (default, Dec 16 2023, 14:23:06)
[GCC Apple LLVM 15.0.0 (clang-1500.1.0.2.5)] on darwin
Type "help", "copyright", "credits" or "license" for more information.
>>>

 ==> which python2
/Users/zorch/.pyenv/shims/python2

安装 openblas

gfortran 11 ARM-darwin (Apple M1) build failure · Issue #3222 · OpenMathLib/OpenBLAS;

改版本

 ==> vi extras/install_openblas.sh

OPENBLAS_VERSION=0.3.20

之前是 0.3.13

 ==> sw_vers -productVersion
14.1
 √  ~/code/c-cpp_proj/kaldi/tools
 ==> MACOSX_DEPLOYMENT_TARGET=14.1 extras/install_openblas.sh

结果


 OpenBLAS build complete. (BLAS CBLAS LAPACK LAPACKE)

  OS               ... Darwin
  Architecture     ... arm64
  BINARY           ... 64bit
  C compiler       ... CLANG  (cmd & version : Apple clang version 15.0.0 (clang-1500.1.0.2.5))
  Fortran compiler ... GFORTRAN  (cmd & version : GNU Fortran (Homebrew GCC 13.2.0) 13.2.0)
-n   Library Name     ... libopenblas_armv8-r0.3.20.a
 (Single-threading)
WARNING: If you plan to use the dynamic library libopenblas_armv8-r0.3.20.dylib, you must run:

"make PREFIX=/your_installation_path/ install".

(or set PREFIX in Makefile.rule and run make install.
If you want to move the .dylib to a new location later, make sure you change
the internal name of the dylib with:

install_name_tool -id /new/absolute/path/to/libopenblas_armv8-r0.3.20.dylib libopenblas_armv8-r0.3.20.dylib

To install the library, you can run "make PREFIX=/path/to/your/installation install".

/Applications/Xcode.app/Contents/Developer/usr/bin/make -j 11 -f Makefile.install install
Generating openblas_config.h in /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/include
Generating f77blas.h in /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/include
Generating cblas.h in /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/include
Copying LAPACKE header files to /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/include
Copying the static library to /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/lib
Copying the shared library to /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/lib
Generating openblas.pc in /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/lib/pkgconfig
Generating OpenBLASConfig.cmake in /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/lib/cmake/openblas
Generating OpenBLASConfigVersion.cmake in /Users/zorch/code/c-cpp_proj/kaldi/tools/OpenBLAS/install/lib/cmake/openblas
Install OK!
OpenBLAS is installed successfully.

issue 永远滴神

检验

 ==> extras/check_dependencies.sh
extras/check_dependencies.sh: all OK.

正餐开始

# optional, exec if you have built the old version
# make -j clean depend
cd src/
./configure --use-cuda=no
make -j11

跑一个例子试试

cd egs/yesno/s5
 ==> make test -j10