j-pong / HYnet2

ESPnet2 extensions

HYnet

Fully Unsupervised Learning for Continual Sequence when High Local Correlation

Installation

1. Installaion of docker for ssh env

• Basic of docker installation https://colab.research.google.com/drive/1YhIBX9i59RN_9HEMihJX6TnFm9G5a7UL?authuser=1#scrollTo=swQ7g70S9O4J

• Docker for HYnet

cd docker

make _build

make run

2. Installaion of kaldi for speech

git clone https://github.com/kaldi-asr/kaldi kaldi

cd kaldi/tools
extras/install_mkl.sh -s
extras/check_dependencies.sh
make -j 28
extras/install_irstlm.sh

cd ../src/
./configure
make depend -j 28
make -j 28

3. Installaion of espnet for input pipelines

cd tools

./meta_installers/install_espnet.sh

4. Installaion of hynet for customizing egs

cd tools

./meta_installers/install_hynet.sh

Make custom example with task

cp -r tools/espnet/egs2/TEMPLATE/asr1/* egs/TEMPLATE/asr1/

Bugfix

ctc_segmentation/ctc_segmentation_dyn.pyx error

• Remove ctc_segmentation at tools/espnet/setup.py that is included in requirements

ctc install error with pip version

pip install pip==19; pip install warpctc-pytorch==0.2.1+torch16.cuda102

matplotlib version error

• Remove matplotlib at tools/espnet/setup.py that is included in requirements