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authorDeterminant <[email protected]>2015-06-25 12:56:45 +0800
committerDeterminant <[email protected]>2015-06-25 12:56:45 +0800
commita74183ddb4ab8383bfe214b3745eb8a0a99ee47a (patch)
treed5e69cf8c4c2db2e3a4722778352fc3c95953bb2 /init.lua
parentb6301089cde20f4c825c7f5deaf179082aad63da (diff)
let HTK I/O implementation be a single package
Diffstat (limited to 'init.lua')
-rw-r--r--init.lua62
1 files changed, 0 insertions, 62 deletions
diff --git a/init.lua b/init.lua
deleted file mode 100644
index fec7209..0000000
--- a/init.lua
+++ /dev/null
@@ -1,62 +0,0 @@
-require 'libspeech'
-local TNetReader = nerv.class("nerv.TNetReader", "nerv.DataReader")
-
-function TNetReader:__init(global_conf, reader_conf)
- self.feat_id = reader_conf.id
- self.frm_ext = reader_conf.frm_ext
- self.gconf = global_conf
- self.global_transf = reader_conf.global_transf
- self.debug = global_conf.debug
- if self.debug == nil then
- self.debug = false
- end
- self.feat_repo = nerv.TNetFeatureRepo(reader_conf.scp_file,
- reader_conf.conf_file,
- reader_conf.frm_ext)
- self.lab_repo = {}
- for id, mlf_spec in pairs(reader_conf.mlfs) do
- self.lab_repo[id] = nerv.TNetLabelRepo(mlf_spec.file,
- mlf_spec.format,
- mlf_spec.format_arg,
- mlf_spec.dir,
- mlf_spec.ext)
- end
-end
-
-function TNetReader:get_data()
- if self.feat_repo:is_end() then
- return nil
- end
- local res = {}
- local frm_ext = self.frm_ext
- local step = frm_ext * 2 + 1
- -- read HTK feature
- local feat_utter = self.feat_repo:cur_utter(self.debug)
- -- expand the feature
- local expanded = self.gconf.cumat_type(feat_utter:nrow(), feat_utter:ncol() * step)
- expanded:expand_frm(self.gconf.cumat_type.new_from_host(feat_utter), frm_ext)
- -- rearrange the feature (``transpose'' operation in TNet)
- local rearranged = expanded:create()
- rearranged:rearrange_frm(expanded, step)
- -- prepare for transf
- local input = {rearranged}
- local output = {rearranged:create()}
- -- do transf
- self.global_transf:init(input[1]:nrow())
- self.global_transf:propagate(input, output)
- -- trim frames
- expanded = self.gconf.mmat_type(output[1]:nrow() - frm_ext * 2, output[1]:ncol())
- output[1]:copy_toh(expanded, frm_ext, feat_utter:nrow() - frm_ext)
- res[self.feat_id] = expanded
- -- add corresponding labels
- for id, repo in pairs(self.lab_repo) do
- local lab_utter = repo:get_utter(self.feat_repo,
- expanded:nrow(),
- self.debug)
- res[id] = lab_utter
- end
- -- move the pointer to next
- self.feat_repo:next()
- collectgarbage("collect")
- return res
-end