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体验新版 GitCode,发现更多精彩内容 >>
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4faf79a6
编写于
3月 24, 2018
作者:
Y
Yibing Liu
浏览文件
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浏览文件
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电子邮件补丁
差异文件
Support input scores in ndarray format
上级
e3e9bb43
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
75 addition
and
2 deletion
+75
-2
fluid/DeepASR/decoder/post_decode_faster.cc
fluid/DeepASR/decoder/post_decode_faster.cc
+61
-1
fluid/DeepASR/decoder/post_decode_faster.h
fluid/DeepASR/decoder/post_decode_faster.h
+6
-0
fluid/DeepASR/decoder/pybind.cc
fluid/DeepASR/decoder/pybind.cc
+8
-1
未找到文件。
fluid/DeepASR/decoder/post_decode_faster.cc
浏览文件 @
4faf79a6
...
...
@@ -22,7 +22,7 @@ using fst::StdArc;
Decoder
::
Decoder
(
std
::
string
word_syms_filename
,
std
::
string
fst_in_filename
,
std
::
string
logprior_rxfilename
)
{
const
char
*
usage
=
const
char
*
usage
=
"Decode, reading log-likelihoods (of transition-ids or whatever symbol "
"is on the graph) as matrices."
;
...
...
@@ -68,6 +68,23 @@ Decoder::~Decoder() {
delete
decoder
;
}
std
::
string
Decoder
::
decode
(
std
::
string
key
,
std
::
vector
<
std
::
vector
<
kaldi
::
BaseFloat
>>&
log_probs
)
{
size_t
num_frames
=
log_probs
.
size
();
size_t
dim_label
=
log_probs
[
0
].
size
();
kaldi
::
Matrix
<
kaldi
::
BaseFloat
>
loglikes
(
num_frames
,
dim_label
,
kaldi
::
kSetZero
,
kaldi
::
kStrideEqualNumCols
);
for
(
size_t
i
=
0
;
i
<
num_frames
;
++
i
)
{
memcpy
(
loglikes
.
Data
()
+
i
*
dim_label
,
log_probs
[
i
].
data
(),
sizeof
(
kaldi
::
BaseFloat
)
*
dim_label
);
}
return
decode
(
key
,
loglikes
);
}
std
::
vector
<
std
::
string
>
Decoder
::
decode
(
std
::
string
posterior_rspecifier
)
{
kaldi
::
SequentialBaseFloatMatrixReader
posterior_reader
(
posterior_rspecifier
);
std
::
vector
<
std
::
string
>
decoding_results
;
...
...
@@ -139,3 +156,46 @@ std::vector<std::string> Decoder::decode(std::string posterior_rspecifier) {
<<
" frames."
;
return
decoding_results
;
}
std
::
string
Decoder
::
decode
(
std
::
string
key
,
kaldi
::
Matrix
<
kaldi
::
BaseFloat
>&
loglikes
)
{
std
::
string
decoding_result
;
if
(
loglikes
.
NumRows
()
==
0
)
{
KALDI_WARN
<<
"Zero-length utterance: "
<<
key
;
}
KALDI_ASSERT
(
loglikes
.
NumCols
()
==
logprior
.
Dim
());
loglikes
.
ApplyLog
();
loglikes
.
AddVecToRows
(
-
1.0
,
logprior
);
kaldi
::
DecodableMatrixScaled
decodable
(
loglikes
,
acoustic_scale
);
decoder
->
Decode
(
&
decodable
);
VectorFst
<
kaldi
::
LatticeArc
>
decoded
;
// linear FST.
if
((
allow_partial
||
decoder
->
ReachedFinal
())
&&
decoder
->
GetBestPath
(
&
decoded
))
{
if
(
!
decoder
->
ReachedFinal
())
KALDI_WARN
<<
"Decoder did not reach end-state, outputting partial "
"traceback."
;
std
::
vector
<
int32
>
alignment
;
std
::
vector
<
int32
>
words
;
kaldi
::
LatticeWeight
weight
;
GetLinearSymbolSequence
(
decoded
,
&
alignment
,
&
words
,
&
weight
);
if
(
word_syms
!=
NULL
)
{
for
(
size_t
i
=
0
;
i
<
words
.
size
();
i
++
)
{
std
::
string
s
=
word_syms
->
Find
(
words
[
i
]);
decoding_result
+=
s
;
if
(
s
==
""
)
KALDI_ERR
<<
"Word-id "
<<
words
[
i
]
<<
" not in symbol table."
;
}
}
}
return
decoding_result
;
}
fluid/DeepASR/decoder/post_decode_faster.h
浏览文件 @
4faf79a6
...
...
@@ -34,7 +34,13 @@ public:
std
::
vector
<
std
::
string
>
decode
(
std
::
string
posterior_rspecifier
);
std
::
string
decode
(
std
::
string
key
,
std
::
vector
<
std
::
vector
<
kaldi
::
BaseFloat
>>
&
log_probs
);
private:
std
::
string
decode
(
std
::
string
key
,
kaldi
::
Matrix
<
kaldi
::
BaseFloat
>
&
loglikes
);
fst
::
SymbolTable
*
word_syms
;
fst
::
VectorFst
<
fst
::
StdArc
>
*
decode_fst
;
kaldi
::
FasterDecoder
*
decoder
;
...
...
fluid/DeepASR/decoder/pybind.cc
浏览文件 @
4faf79a6
...
...
@@ -25,7 +25,14 @@ PYBIND11_MODULE(post_decode_faster, m) {
py
::
class_
<
Decoder
>
(
m
,
"Decoder"
)
.
def
(
py
::
init
<
std
::
string
,
std
::
string
,
std
::
string
>
())
.
def
(
"decode"
,
&
Decoder
::
decode
,
(
std
::
vector
<
std
::
string
>
(
Decoder
::*
)(
std
::
string
))
&
Decoder
::
decode
,
"Decode one input probability matrix "
"and return the transcription"
)
.
def
(
"decode"
,
(
std
::
string
(
Decoder
::*
)(
std
::
string
,
std
::
vector
<
std
::
vector
<
kaldi
::
BaseFloat
>>&
))
&
Decoder
::
decode
,
"Decode one input probability matrix "
"and return the transcription"
);
}
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