【发布时间】:2020-08-29 00:51:22
【问题描述】:
我正在使用 sphinx 构建我自己的声音识别模型,我一步一步按照教程进行操作,一切正常,直到我应该运行 sphinixtrain 的 python 脚本(它的作用是在正常情况下执行一组 perl 文件抛出终端)但对我来说,程序只用选择的编辑器一个一个地打开文件而不执行它们!(观看其他教程视频,下面的代码工作正常)
培训师代码:
#!/usr/bin/python
from __future__ import print_function
import getopt, sys, os
training_basedir = ""
sphinxbinpath = ""
sphinxpath = ""
def find_paths():
global training_basedir
global sphinxbinpath
global sphinxpath
# Find the location of the files, it can be libexec or lib or lib64
currentpath = os.path.dirname(os.path.realpath(__file__))
sphinxbinpath = os.path.realpath(currentpath + "/../libexec/sphinxtrain")
if os.path.exists(currentpath + "/../lib/sphinxtrain/bw"):
sphinxbinpath = os.path.realpath(currentpath + "/../lib/sphinxtrain/bw")
if os.path.exists(currentpath + "/../bin/Release/Win32"):
sphinxbinpath = os.path.realpath(currentpath + "/../bin/Release/Win32")
# Find the location for the libraries
sphinxpath = os.path.realpath(currentpath + "/../lib/sphinxtrain")
if os.path.exists(currentpath + "/../lib64/sphinxtrain/scripts/00.verify"):
sphinxpath = os.path.realpath(currentpath + "/../lib64/sphinxtrain")
if os.path.exists(currentpath + "/../scripts/00.verify"):
sphinxpath = os.path.realpath(currentpath + "/..")
if not (os.path.exists(sphinxbinpath + "/bw") or os.path.exists(sphinxbinpath + "/bw.exe")):
print("Failed to find sphinxtrain binaries. Check your installation")
exit(1)
# Perl script want forward slashes
training_basedir = os.getcwd().replace('\\', '/');
sphinxpath = sphinxpath.replace('\\','/')
sphinxbinpath = sphinxbinpath.replace('\\','/')
print("Sphinxtrain path:", sphinxpath)
print("Sphinxtrain binaries path:", sphinxbinpath)
def setup(task):
if not os.path.exists("etc"):
os.mkdir("etc")
print("Setting up the database " + task)
out_cfg = open("./etc/sphinx_train.cfg", "w")
for line in open(sphinxpath + "/etc/sphinx_train.cfg", "r"):
line = line.replace("___DB_NAME___", task)
line = line.replace("___BASE_DIR___", training_basedir)
line = line.replace("___SPHINXTRAIN_DIR___", sphinxpath)
line = line.replace("___SPHINXTRAIN_BIN_DIR___", sphinxbinpath)
out_cfg.write(line)
out_cfg.close()
out_cfg = open("etc/feat.params", "w")
for line in open(sphinxpath + "/etc/feat.params", "r"):
out_cfg.write(line)
out_cfg.close()
steps = [
"000.comp_feat/slave_feat.pl",
"00.verify/verify_all.pl",
"0000.g2p_train/g2p_train.pl",
"01.lda_train/slave_lda.pl",
"02.mllt_train/slave_mllt.pl",
"05.vector_quantize/slave.VQ.pl",
"10.falign_ci_hmm/slave_convg.pl",
"11.force_align/slave_align.pl",
"12.vtln_align/slave_align.pl",
"20.ci_hmm/slave_convg.pl",
"30.cd_hmm_untied/slave_convg.pl",
"40.buildtrees/slave.treebuilder.pl",
"45.prunetree/slave.state-tying.pl",
"50.cd_hmm_tied/slave_convg.pl",
"60.lattice_generation/slave_genlat.pl",
"61.lattice_pruning/slave_prune.pl",
"62.lattice_conversion/slave_conv.pl",
"65.mmie_train/slave_convg.pl",
"90.deleted_interpolation/deleted_interpolation.pl",
"decode/slave.pl",
]
def run_stages(stages):
for stage in stages.split(","):
for step in steps:
name = step.split("/")[0].split(".")[-1]
if name == stage:
ret = os.system(sphinxpath + "/scripts/" + step)
if ret != 0:
exit(ret)
def run_from(stage):
found = False
for step in steps:
name = step.split("/")[0].split(".")[-1]
if name == stage or found:
found = True
ret = os.system(sphinxpath + "/scripts/" + step)
if ret != 0:
exit(ret)
def run():
print("Running the training")
for step in steps:
ret = os.system(sphinxpath + "/scripts/" + step)
if ret != 0:
exit(ret)
def usage():
print ("")
print ("Sphinxtrain processes the audio files and creates and acoustic model ")
print ("for CMUSphinx toolkit. The data needs to have a certain layout ")
print ("See the tutorial http://cmusphinx.sourceforge.net/wiki/tutorialam ")
print ("for details")
print ("")
print ("Usage: sphinxtrain [options] <command>")
print ("")
print ("Commands:")
print (" -t <task> setup - copy configuration into database")
print (" [-s <stage1,stage2,stage3>] [-f <stage>] run - run the training or just selected
stages")
def main():
try:
opts, args = getopt.getopt(sys.argv[1:], "ht:s:f:", ["help", "task", "stages", "from"])
except getopt.GetoptError as err:
print(str(err))
usage()
sys.exit(-1)
task = None
stages = None
from_stage = None
for o, a in opts:
if o in ("-t", "--task"):
task = a
if o in ("-f", "--from"):
from_stage = a
if o in ("-s", "--stages"):
stages = a
if o in ("-h", "--help"):
usage()
if len(args) == 0:
usage()
sys.exit(-1)
command = args[0]
find_paths()
if command == "setup":
if task == None:
print("No task name defined")
sys.exit(-1)
setup(task)
elif command == "run":
if stages != None:
run_stages(stages)
elif from_stage != None:
run_from(from_stage)
else:
run()
else:
run()
if __name__ == "__main__":
main()
【问题讨论】: