diff options
Diffstat (limited to 'kaldi_io')
| -rw-r--r-- | kaldi_io/Makefile | 2 | ||||
| -rw-r--r-- | kaldi_io/example/swb_baseline.lua | 3 | ||||
| -rw-r--r-- | kaldi_io/example/swb_baseline_basic.lua | 157 | ||||
| -rw-r--r-- | kaldi_io/init.lua | 1 | ||||
| -rw-r--r-- | kaldi_io/kaldi.mk | 70 |
5 files changed, 4 insertions, 229 deletions
diff --git a/kaldi_io/Makefile b/kaldi_io/Makefile index 1066fc5..7b0c0bd 100644 --- a/kaldi_io/Makefile +++ b/kaldi_io/Makefile @@ -1,5 +1,5 @@ # Change KDIR to `kaldi-trunk' path (Kaldi must be compiled with --share) -KDIR := /home/stuymf/kaldi-trunk/ +KDIR := /slfs6/users/ymz09/kaldi/ SHELL := /bin/bash BUILD_DIR := $(CURDIR)/build diff --git a/kaldi_io/example/swb_baseline.lua b/kaldi_io/example/swb_baseline.lua index 8b1e122..3ef6c65 100644 --- a/kaldi_io/example/swb_baseline.lua +++ b/kaldi_io/example/swb_baseline.lua @@ -173,7 +173,8 @@ function make_buffer(readers) end function get_input_order() - return {"main_scp", "phone_state"} + return {{id = "main_scp", global_transf = true}, + {id = "phone_state"}} end function get_accuracy(layer_repo) diff --git a/kaldi_io/example/swb_baseline_basic.lua b/kaldi_io/example/swb_baseline_basic.lua deleted file mode 100644 index e6c8145..0000000 --- a/kaldi_io/example/swb_baseline_basic.lua +++ /dev/null @@ -1,157 +0,0 @@ -require 'kaldi_io' -gconf = {lrate = 0.8, wcost = 1e-6, momentum = 0.9, - cumat_type = nerv.CuMatrixFloat, - mmat_type = nerv.MMatrixFloat, - frm_ext = 5, - tr_rspecifier = "ark:/slfs6/users/ymz09/kaldi/src/featbin/copy-feats scp:/slfs6/users/ymz09/swb_ivec/train_bp.scp ark:- |", - cv_rspecifier = "ark:/slfs6/users/ymz09/kaldi/src/featbin/copy-feats scp:/slfs6/users/ymz09/swb_ivec/train_cv.scp ark:- |", - initialized_param = {"/slfs6/users/ymz09/swb_ivec/swb_init.nerv", - "/slfs6/users/ymz09/swb_ivec/swb_global_transf.nerv"}, - debug = false} - -function make_sublayer_repo(param_repo) - return nerv.LayerRepo( - { - -- global transf - ["nerv.BiasLayer"] = - { - blayer1 = {{bias = "bias1"}, {dim_in = {429}, dim_out = {429}}}, - blayer2 = {{bias = "bias2"}, {dim_in = {429}, dim_out = {429}}} - }, - ["nerv.WindowLayer"] = - { - wlayer1 = {{window = "window1"}, {dim_in = {429}, dim_out = {429}}}, - wlayer2 = {{window = "window2"}, {dim_in = {429}, dim_out = {429}}} - }, - -- biased linearity - ["nerv.AffineLayer"] = - { - affine0 = {{ltp = "affine0_ltp", bp = "affine0_bp"}, - {dim_in = {429}, dim_out = {2048}}}, - affine1 = {{ltp = "affine1_ltp", bp = "affine1_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine2 = {{ltp = "affine2_ltp", bp = "affine2_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine3 = {{ltp = "affine3_ltp", bp = "affine3_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine4 = {{ltp = "affine4_ltp", bp = "affine4_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine5 = {{ltp = "affine5_ltp", bp = "affine5_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine6 = {{ltp = "affine6_ltp", bp = "affine6_bp"}, - {dim_in = {2048}, dim_out = {2048}}}, - affine7 = {{ltp = "affine7_ltp", bp = "affine7_bp"}, - {dim_in = {2048}, dim_out = {3001}}} - }, - ["nerv.SigmoidLayer"] = - { - sigmoid0 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid1 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid2 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid3 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid4 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid5 = {{}, {dim_in = {2048}, dim_out = {2048}}}, - sigmoid6 = {{}, {dim_in = {2048}, dim_out = {2048}}} - }, - ["nerv.SoftmaxCELayer"] = - { - ce_crit = {{}, {dim_in = {3001, 1}, dim_out = {1}, compressed = true}} - } - }, param_repo, gconf) -end - -function make_layer_repo(sublayer_repo, param_repo) - return nerv.LayerRepo( - { - ["nerv.DAGLayer"] = - { - global_transf = {{}, { - dim_in = {429}, dim_out = {429}, - sub_layers = sublayer_repo, - connections = { - ["<input>[1]"] = "blayer1[1]", - ["blayer1[1]"] = "wlayer1[1]", - ["wlayer1[1]"] = "blayer2[1]", - ["blayer2[1]"] = "wlayer2[1]", - ["wlayer2[1]"] = "<output>[1]" - } - }}, - main = {{}, { - dim_in = {429, 1}, dim_out = {1}, - sub_layers = sublayer_repo, - connections = { - ["<input>[1]"] = "affine0[1]", - ["affine0[1]"] = "sigmoid0[1]", - ["sigmoid0[1]"] = "affine1[1]", - ["affine1[1]"] = "sigmoid1[1]", - ["sigmoid1[1]"] = "affine2[1]", - ["affine2[1]"] = "sigmoid2[1]", - ["sigmoid2[1]"] = "affine3[1]", - ["affine3[1]"] = "sigmoid3[1]", - ["sigmoid3[1]"] = "affine4[1]", - ["affine4[1]"] = "sigmoid4[1]", - ["sigmoid4[1]"] = "affine5[1]", - ["affine5[1]"] = "sigmoid5[1]", - ["sigmoid5[1]"] = "affine6[1]", - ["affine6[1]"] = "sigmoid6[1]", - ["sigmoid6[1]"] = "affine7[1]", - ["affine7[1]"] = "ce_crit[1]", - ["<input>[2]"] = "ce_crit[2]", - ["ce_crit[1]"] = "<output>[1]" - } - }} - } - }, param_repo, gconf) -end - -function get_network(layer_repo) - return layer_repo:get_layer("main") -end - -function make_readers(feature_rspecifier, layer_repo) - return { - {reader = nerv.KaldiReader(gconf, - { - id = "main_scp", - feature_rspecifier = feature_rspecifier, - frm_ext = gconf.frm_ext, - mlfs = { - phone_state = { - targets_rspecifier = "ark:/slfs6/users/ymz09/kaldi/src/bin/ali-to-pdf /slfs6/users/ymz09/swb_ivec/final.mdl \"ark:gunzip -c /slfs6/users/ymz09/swb_ivec/ali.*.gz |\" ark:- | /slfs6/users/ymz09/kaldi/src/bin/ali-to-post ark:- ark:- |", - format = "map" - } - }, - global_transf = layer_repo:get_layer("global_transf") - }), - data = {main_scp = 429, phone_state = 1}} - } -end - -function make_buffer(readers) - return nerv.SGDBuffer(gconf, - { - buffer_size = gconf.buffer_size, - randomize = gconf.randomize, - readers = readers - }) -end - -function get_input_order() - return {"main_scp", "phone_state"} -end - -function get_accuracy(sublayer_repo) - local ce_crit = sublayer_repo:get_layer("ce_crit") - return ce_crit.total_correct / ce_crit.total_frames * 100 -end - -function print_stat(sublayer_repo) - local ce_crit = sublayer_repo:get_layer("ce_crit") - nerv.info("*** training stat begin ***") - nerv.printf("cross entropy:\t\t%.8f\n", ce_crit.total_ce) - nerv.printf("correct:\t\t%d\n", ce_crit.total_correct) - nerv.printf("frames:\t\t\t%d\n", ce_crit.total_frames) - nerv.printf("err/frm:\t\t%.8f\n", ce_crit.total_ce / ce_crit.total_frames) - nerv.printf("accuracy:\t\t%.3f%%\n", get_accuracy(sublayer_repo)) - nerv.info("*** training stat end ***") -end diff --git a/kaldi_io/init.lua b/kaldi_io/init.lua index 3fc5b10..b7e6da8 100644 --- a/kaldi_io/init.lua +++ b/kaldi_io/init.lua @@ -66,6 +66,7 @@ function KaldiReader:get_data() rearranged:copy_toh(feat_utter) end res[self.feat_id] = feat_utter + res["key"] = self.feat_repo:key() -- add corresponding labels for id, repo in pairs(self.lab_repo) do local lab_utter = repo:get_utter(self.feat_repo, diff --git a/kaldi_io/kaldi.mk b/kaldi_io/kaldi.mk deleted file mode 100644 index 4a397f0..0000000 --- a/kaldi_io/kaldi.mk +++ /dev/null @@ -1,70 +0,0 @@ -# This file was generated using the following command: -# ./configure - -# Rules that enable valgrind debugging ("make valgrind") - -valgrind: .valgrind - -.valgrind: - echo -n > valgrind.out - for x in $(TESTFILES); do echo $$x>>valgrind.out; valgrind ./$$x >/dev/null 2>> valgrind.out; done - ! ( grep 'ERROR SUMMARY' valgrind.out | grep -v '0 errors' ) - ! ( grep 'definitely lost' valgrind.out | grep -v -w 0 ) - rm valgrind.out - touch .valgrind - - -CONFIGURE_VERSION := 2 -OPENFSTLIBS = -L/slwork/users/wd007/src/kaldi/tools/openfst/lib -lfst -OPENFSTLDFLAGS = -Wl,-rpath=/slwork/users/wd007/src/kaldi/tools/openfst/lib -FSTROOT = /slwork/users/wd007/src/kaldi/tools/openfst -ATLASINC = /slwork/users/wd007/src/kaldi/tools/ATLAS/include -ATLASLIBS = -L/usr/lib -llapack -lcblas -latlas -lf77blas -# You have to make sure ATLASLIBS is set... - -ifndef FSTROOT -$(error FSTROOT not defined.) -endif - -ifndef ATLASINC -$(error ATLASINC not defined.) -endif - -ifndef ATLASLIBS -$(error ATLASLIBS not defined.) -endif - - -CXXFLAGS = -msse -msse2 -Wall -I.. \ - -fPIC \ - -DKALDI_DOUBLEPRECISION=0 -DHAVE_POSIX_MEMALIGN \ - -Wno-sign-compare -Wno-unused-local-typedefs -Winit-self \ - -DHAVE_EXECINFO_H=1 -rdynamic -DHAVE_CXXABI_H \ - -DHAVE_ATLAS -I$(ATLASINC) \ - -I$(FSTROOT)/include \ - $(EXTRA_CXXFLAGS) \ - -g # -O0 -DKALDI_PARANOID - -ifeq ($(KALDI_FLAVOR), dynamic) -CXXFLAGS += -fPIC -endif - -LDFLAGS = -rdynamic $(OPENFSTLDFLAGS) -LDLIBS = $(EXTRA_LDLIBS) $(OPENFSTLIBS) $(ATLASLIBS) -lm -lpthread -ldl -CC = g++ -CXX = g++ -AR = ar -AS = as -RANLIB = ranlib - -#Next section enables CUDA for compilation -CUDA = true -CUDATKDIR = /usr/local/cuda - -CUDA_INCLUDE= -I$(CUDATKDIR)/include -CUDA_FLAGS = -g -Xcompiler -fPIC --verbose --machine 64 -DHAVE_CUDA - -CXXFLAGS += -DHAVE_CUDA -I$(CUDATKDIR)/include -CUDA_LDFLAGS += -L$(CUDATKDIR)/lib64 -Wl,-rpath,$(CUDATKDIR)/lib64 -CUDA_LDLIBS += -lcublas -lcudart #LDLIBS : The libs are loaded later than static libs in implicit rule - |