[wrong] Mozilla DeepSpeech stuff was Re: How to isolate/figure out whispers in audio clip?

Karl Semich 0xloem at gmail.com
Mon Jul 5 06:35:14 PDT 2021

Note that there is also a chinese project called deepspeech that likely
does the same thing and is slightly more recently updated
https://github.com/paddlepaddle/deepspeech .  I'm ignoring it for now.

Mozilla deepspeech apparently hasn't maintained support for raspberry pis,
but it's still doable.  If you have a raspberry pi 4, remember that you
need to install a 64 bit OS if you want to run aarch64 code.

This is from 1 week ago:



Because the DeepSpeech project is not supporting Python bindings for Python
3.8 and later for 64 bit arm systems (aarch64), e.g. used on the Raspberry
Pi 4 running Ubuntu server 20.04, DeepSpeech and DeepSpeech-TFLite must be
compiled manually.

You have to install Bazel <https://github.com/bazelbuild/bazel/releases> 3.1.0

wget https://github.com/bazelbuild/bazel/releases/download/3.7.2/bazel-3.7.2-linux-arm64
chmod 755 bazel-3.7.2-linux-arm64
mv bazel-3.7.2-linux-arm64 /usr/local/bin/bazel
cd "/usr/local/lib/bazel/bin" && curl -fLO
https://releases.bazel.build/3.1.0/release/bazel-3.1.0-linux-x86_64 &&
chmod +x bazel-3.1.0-linux-x86_64

Install Python 3.8

Install Python 3.8 locally and set it as default (this should be default on
Ubuntu 20.04 and can be skipped):

git clone https://github.com/pyenv/pyenv.git ~/.pyenv
# Follow instructions on https://github.com/pyenv/pyenv
sudo apt-get install libbz2-dev libssl-dev libreadline-dev libsqlite3-dev
pyenv install 3.8.10
pyenv local 3.8.10

Compile DeepSpeech

git clone https://github.com/mozilla/DeepSpeech.git
git checkout v0.9.3
git submodule sync tensorflow/
git submodule update --init tensorflow/
cd tensorflow


When configuring TensorFlow use "-march=armv8-a+crc -Wno-sign-compare" when
you are asked:



NOTE: This is targeting TFLite, but in the comments also the compilation
for standard DeepSpeech is given.

# Use tmux to keep the process running, when logged in over ssh, if
doing this locally, you can skip it
bazel clean
# For non TFLite version:
#bazel --host_jvm_args=-Xmx6000m build
native_client/bazel_workspace_status_cmd.sh" --local_cpu_resources=1
-c opt --copt=-O3 --copt="-D_GLIBCXX_USE_CXX11_ABI=0"
--config=monolithic --config=nogcp --config=nohdfs --config=nonccl
--copt=-fvisibility=hidden --config=noaws --copt=-ftree-vectorize
--copt=-funsafe-math-optimizations --copt=-ftree-loop-vectorize
--copt=-fomit-frame-pointer //native_client:libdeepspeech.so
# For TFLite version
bazel --host_jvm_args=-Xmx6000m build --workspace_status_command="bash
native_client/bazel_workspace_status_cmd.sh" --local_cpu_resources=1
-c opt --copt=-O3 --copt="-D_GLIBCXX_USE_CXX11_ABI=0"
--define=runtime=tflite --config=monolithic --config=nogcp
--config=nohdfs --config=nonccl --copt=-fvisibility=hidden
--config=noaws --copt=-ftree-vectorize
--copt=-funsafe-math-optimizations --copt=-ftree-loop-vectorize
--copt=-fomit-frame-pointer //native_client:libdeepspeech.so
cd ../native_client
sudo apt-get install -y libsox-dev libpng-dev libgsm1-dev libmagic-dev
libltdl-dev liblzma-dev libbz2-dev swig
make deepspeech
# Do not execute `PREFIX=/usr/local sudo make install` like instructed
in the manual, otherwise the libdeepspeech.so will not be included in
the Python wheel

Python DeepSpeech BindingsPatch

Apply this patch to use the correct naming for the Python wheel:

diff --cc native_client/definitions.mk
index a3af0970,72c12e3a..00000000
--- a/native_client/definitions.mk
+++ b/native_client/definitions.mk
@@@ -51,7 -52,11 +52,11 @@@ SOX_LDFLAGS     := `pkg-config --libs s
  endif # OS others
  ifeq ($(OS),Linux)
+ ifeq ($(PROCESSOR),x86_64)
 -PYTHON_PLATFORM_NAME := --plat-name manylinux1_x86_64
 +PYTHON_PLATFORM_NAME ?= --plat-name manylinux1_x86_64
+ else
 -PYTHON_PLATFORM_NAME := --plat-name linux_${PROCESSOR}
++PYTHON_PLATFORM_NAME ?= --plat-name linux_${PROCESSOR}
+ endif

Create Python Bindings

NOTE: This is targeting TFLite, but in the comments also the compilation
for standard DeepSpeech is given.

cd python
# For non TFLite version
# make bindings
# For TFLite version
make SETUP_FLAGS="--project_name deepspeech_tflite" bindings
pip install dist/deepspeech*.whl
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