sipeed / maix-speech

Maix Speech AI lib, a fast and small speech lib running on embedded devices, including ASR, chat, TTS etc.

Maix-Speech

中文 | English

Brief

Maix Speech AI lib, a fast and small speech lib running on embedded devices (and PC), including ASR, chat, TTS etc.

Now only support Chinese, See 中文

Build

Clone code by:

git clone https://github.com/sipeed/Maix-Speech

Compile

• x86x64

cd projects/asr

python project.py clean_conf
python project.py menuconfig

python project.py build
# python project.py build --verbose

./build/asr

python project.py clean
python project.py distclean
# python project.py clean_conf

• R329

cd projects/asr
python project.py --toolchain /opt/toolchain/bin --toolchain-prefix aarch64-openwrt-linux- config
python project.py menuconfig
python project.py build

More project structure usage

See github.com/Neutree/c_cpp_project_framework

License

Apache 2.0

maix-speech's Issues

Cross-compile issue

Looks like the build system does not respect toolchain/arch setting in menuconfig. Even I set it to arm, it still tries to use x86 toolchain (host system toolchain).

[ 53%] Building C object asr_lib/CMakeFiles/asr_lib.dir/src/asr.c.o
cc1: error: bad value (‘armv7-a’) for ‘-march=’ switch
cc1: note: valid arguments to ‘-march=’ switch are: nocona core2 nehalem corei7 westmere sandybridge corei7-avx ivybridge core-avx-i haswell core-avx2 broadwell skylake skylake-avx512 cannonlake icelake-client rocketlake icelake-server cascadelake tigerlake cooperlake sapphirerapids alderlake bonnell atom silvermont slm goldmont goldmont-plus tremont knl knm x86-64 x86-64-v2 x86-64-v3 x86-64-v4 eden-x2 nano nano-1000 nano-2000 nano-3000 nano-x2 eden-x4 nano-x4 k8 k8-sse3 opteron opteron-sse3 athlon64 athlon64-sse3 athlon-fx amdfam10 barcelona bdver1 bdver2 bdver3 bdver4 znver1 znver2 znver3 btver1 btver2 native
make[2]: *** [asr_lib/CMakeFiles/asr_lib.dir/build.make:76: asr_lib/CMakeFiles/asr_lib.dir/src/asr.c.o] Error 1
make[1]: *** [CMakeFiles/Makefile2:246: asr_lib/CMakeFiles/asr_lib.dir/all] Error 2

error while loading shared libraries libaipudrv.so.4

缺少libaipudrv,so,4
请问如何解决

Build it on speed R329 Fail

/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(ConvolutionCommon.cpp.o): in function MNN::ConvolutionCommon::load(MNN::IDSTQuan const*, bool, bool)': (.text._ZN3MNN17ConvolutionCommon4loadEPKNS_8IDSTQuanEbb+0xf0c): undefined reference to __log_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryAcosIfEfEvPvPKvi+0x2c): undefined reference to __acosf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryAsinIfEfEvPvPKvi+0x2c): undefined reference to __asinf_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryCoshIfEfEvPvPKvi+0x2c): undefined reference to __coshf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI10UnaryAtanhIfEfEvPvPKvi+0x2c): undefined reference to __atanhf_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnarySinhIfEfEvPvPKvi+0x2c): undefined reference to __sinhf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI10UnaryAcoshIfEfEvPvPKvi+0x2c): undefined reference to __acoshf_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI10UnaryLog1pIfEfEvPvPKvi+0x38): undefined reference to __logf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI8UnaryLogIfEfEvPvPKvi+0x2c): undefined reference to __logf_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryBNLLIfEfEvPvPKvi+0x44): undefined reference to __exp_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryBNLLIfEfEvPvPKvi+0x4c): undefined reference to __log_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryBNLLIfEfEvPvPKvi+0x58): undefined reference to __exp_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o):(.text._Z8_unaryOpI9UnaryBNLLIfEfEvPvPKvi+0x60): undefined reference to __log_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUUnary.cpp.o): in function float erfcImpl<float>(float)': (.text._Z8erfcImplIfET_S0_[_Z8erfcImplIfET_S0_]+0x40): undefined reference to __expf_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUBinary.cpp.o): in function void MNN::execute<float, float, BinaryPow<float, float, float> >(void*, void const*, void const*, int, int)': (.text._ZN3MNN7executeIff9BinaryPowIfffEEEvPvPKvS5_ii[_ZN3MNN7executeIff9BinaryPowIfffEEEvPvPKvS5_ii]+0x38): undefined reference to __powf_finite'
/usr/bin/ld: (.text._ZN3MNN7executeIff9BinaryPowIfffEEEvPvPKvS5_ii[_ZN3MNN7executeIff9BinaryPowIfffEEEvPvPKvS5_ii]+0x84): undefined reference to __powf_finite' /usr/bin/ld: (.text._ZN3MNN7executeIff9BinaryPowIfffEEEvPvPKvS5_ii[_ZN3MNN7executeIff9BinaryPowIfffEEEvPvPKvS5_ii]+0xc4): undefined reference to __powf_finite'
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUDetectionPostProcess.cpp.o): in function MNN::CPUDetectionPostProcess::onExecute(std::vector<MNN::Tensor*, std::allocator<MNN::Tensor*> > const&, std::vector<MNN::Tensor*, std::allocator<MNN::Tensor*> > const&)': (.text._ZN3MNN23CPUDetectionPostProcess9onExecuteERKSt6vectorIPNS_6TensorESaIS3_EES7_+0x128): undefined reference to __expf_finite'
/usr/bin/ld: (.text.ZN3MNN23CPUDetectionPostProcess9onExecuteERKSt6vectorIPNS_6TensorESaIS3_EES7+0x140): undefined reference to __expf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUDetectionOutput.cpp.o): in function MNN::CPUDetectionOutput::onExecute(std::vector<MNN::Tensor*, std::allocatorMNN::Tensor* > const&, std::vector<MNN::Tensor*, std::allocatorMNN::Tensor* > const&)':
(.text.ZN3MNN18CPUDetectionOutput9onExecuteERKSt6vectorIPNS_6TensorESaIS3_EES7+0x414): undefined reference to __expf_finite' /usr/bin/ld: (.text._ZN3MNN18CPUDetectionOutput9onExecuteERKSt6vectorIPNS_6TensorESaIS3_EES7_+0x42c): undefined reference to __expf_finite'
/usr/bin/ld: (.text.ZN3MNN18CPUDetectionOutput9onExecuteERKSt6vectorIPNS_6TensorESaIS3_EES7+0xd90): undefined reference to __expf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(CPUDetectionOutput.cpp.o):(.text._ZN3MNN18CPUDetectionOutput9onExecuteERKSt6vectorIPNS_6TensorESaIS3_EES7_+0xda8): more undefined references to __expf_finite' follow
/usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(WingoradGenerater.cpp.o):(.text._ZN3MNN4MathL8computeAEPKfii+0x15c): undefined reference to __powf_finite' /usr/bin/ld: /opt/gits/Maix-Speech/components/asr_lib/lib/aarch64/libms_asr_aarch64.a(WingoradGenerater.cpp.o): in function MNN::Math::WinogradGenerater::WinogradGenerater(int, int, float, bool)':
(.text._ZN3MNN4Math17WinogradGeneraterC2Eiifb+0x7c4): undefined reference to `__powf_finite'
collect2: error: ld returned 1 exit status
make[2]: *** [CMakeFiles/maix_asr.dir/build.make:111：maix_asr] 错误 1
make[1]: *** [CMakeFiles/Makefile2:190：CMakeFiles/maix_asr.dir/all] 错误 2
make: *** [Makefile:103：all] 错误 2
root@zmaixsense:/opt/gits/Maix-Speech/projects/maix_asr#

root@zmaixsense:/opt/gits/Maix-Speech/projects/maix_asr# uname -a
Linux zmaixsense 5.14.0-rc7-sun50iw11 #trunk SMP Tue Mar 1 10:28:19 CST 2022 aarch64 GNU/Linux
root@zmaixsense:/opt/gits/Maix-Speech/projects/maix_asr#

this is not CROSS BUILD ,thank you .

win平台怎么编译?

win平台怎么编译?

Fails on 1st Attempt - Windows

There are no instructions for whether this runs on linux or Windows that I could see.

Trying the build on Windows, and as expected, the very first thing I tried fails ...

`G:\SDK_FW_3rd\3rdRepos\Maix-Speech\projects\maix_asr>python project.py menuconfig
-- SDK_PATH:G:\SDK_FW_3rd\3rdRepos\Maix-Speech
-- project name: maix_asr

Traceback (most recent call last):

File ".\project.py", line 27, in
exec(f.read())

File "", line 186, in

File "U:\Tools\PythonWin\WPy64-3890\python-3.8.9.amd64\lib\subprocess.py", line 340, in call
with Popen(*popenargs, **kwargs) as p:

File "U:\Tools\PythonWin\WPy64-3890\python-3.8.9.amd64\lib\subprocess.py", line 858, in init self._execute_child(args, executable, preexec_fn, close_fds,

File "U:\Tools\PythonWin\WPy64-3890\python-3.8.9.amd64\lib\subprocess.py", line 1311, in _execute_child hp, ht, pid, tid = _winapi.CreateProcess(executable, args,

FileNotFoundError: [WinError 2] The system cannot find the file specified `

How to train model with my own data?

Hi, Maix is a great work, it works efficiently on my x86. Any further training code possible?