ASLP Kaldi Code Trunk
Feature
Install
kaldi-aslp compile just like the standard kaldi recipe.
First, compile kaldi dependent tools if the network is not avaliable, You can download kaldi depending tools from here.
cd tools
make
Then, go to src dir, modify aslp.mk, change the compile switch as you like
# Optional make warp-ctcUSE_CTC = trueUSE_WARP_CTC = false# Optinal make mpi parallel(aslp-paralle aslp-parallelbin)USE_MPI = true# Optinal make online part, Online depends on crf++, add it's lib and includeUSE_ONLINE = falseCRF_ROOT = /home/zhangbinbin/zhangbinbin/kaldi-aslp/src/crf
CRF_FLAGS = /home/zhangbinbin/zhangbinbin/kaldi-aslp/src/crf/libcrfpp.a
Last, just configure and compile.
cd src
./configure
make -j 24
How to Use?
To use it, just copy aslp_scripts to your project, add kaldi-aslp bin dir to your path.sh
export KALDI_ROOT=`pwd`/../../../
[ -f $KALDI_ROOT/tools/env.sh ] && . $KALDI_ROOT/tools/env.sh
export PATH=$PWD/utils/:$KALDI_ROOT/src/bin:$KALDI_ROOT/tools/openfst/bin:$KALDI_ROOT/src/fstbin/:$KALDI_ROOT/src/gmmbin/:$KALDI_ROOT/src/featbin/:$KALDI_ROOT/src/lm/:$KALDI_ROOT/src/sgmmbin/:$KALDI_ROOT/src/sgmm2bin/:$KALDI_ROOT/src/fgmmbin/:$KALDI_ROOT/src/latbin/:$KALDI_ROOT/src/nnetbin:$KALDI_ROOT/src/nnet2bin/:$KALDI_ROOT/src/kwsbin:$KALDI_ROOT/src/online2bin/:$KALDI_ROOT/src/ivectorbin/:$KALDI_ROOT/src/lmbin/:$KALDI_ROOT/src/nnet3bin/:$PWD:$KALDI_ROOT/src/aslp-nnetbin/:$KALDI_ROOT/src/aslp-bin/:$KALDI_ROOT/src/aslp-vadbin/:$KALDI_ROOT/src/aslp-parallelbin:$KALDI_ROOT/src/aslp-onlinebin:$PATHexport LC_ALL=C
How to Develop & Contribution
Anybody, any contribution is highly appriciated.
What's New
2017-03-20 SOD parallel surpport, adagrad, adadelta, rmpsprop, adam optimizer
2016-10-06 MPI based Parallel support
2016-07-10 More VAD support, ROC, boundary accuracy, and Praat format tools
2016-06-06 Online support
2016-04-30 VAD support(variable vad models, energy based, gmm based, dnn and lstm based)
2016-04-15 CTC support. Both Eesen and Warp-CTC(Baidu AI-Lab) is intergrated.
2016-03-28 Skip training & decode support.
2016-03-20 Phone CD-Phone prepare and training support.
2016-03-20 Standard Lstm BLstm support.
2016-03-07 Graph nnet support.
2016-02-20 MPI based 2-gpu speed up.
2016-02-20 Batch Normalizaiton support.
2016-01-15 Init trunk(DNN, CNN prepare and training script)