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f43d0260
编写于
11月 09, 2022
作者:
H
HuangLiangJie
提交者:
GitHub
11月 09, 2022
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差异文件
Add rhythm tags for MFA, test=tts (#2615)
* Add rhythm tags for MFA, test=tts
上级
fd73a184
变更
3
隐藏空白更改
内联
并排
Showing
3 changed file
with
78 addition
and
3 deletion
+78
-3
examples/other/mfa/README.md
examples/other/mfa/README.md
+3
-0
examples/other/mfa/local/generate_lexicon.py
examples/other/mfa/local/generate_lexicon.py
+5
-0
examples/other/mfa/local/reorganize_baker.py
examples/other/mfa/local/reorganize_baker.py
+70
-3
未找到文件。
examples/other/mfa/README.md
浏览文件 @
f43d0260
...
@@ -4,3 +4,6 @@ Run the following script to get started, for more detail, please see `run.sh`.
...
@@ -4,3 +4,6 @@ Run the following script to get started, for more detail, please see `run.sh`.
```
bash
```
bash
./run.sh
./run.sh
```
```
# Rhythm tags for MFA
If you want to get rhythm tags with duration through MFA tool, you may add flag
`--rhy-with-duration`
in the first two commands in
`run.sh`
Note that only CSMSC dataset is supported so far, and we replace
`#`
with
`sp`
in rhythm tags for MFA.
examples/other/mfa/local/generate_lexicon.py
浏览文件 @
f43d0260
...
@@ -182,12 +182,17 @@ if __name__ == "__main__":
...
@@ -182,12 +182,17 @@ if __name__ == "__main__":
"--with-tone"
,
action
=
"store_true"
,
help
=
"whether to consider tone."
)
"--with-tone"
,
action
=
"store_true"
,
help
=
"whether to consider tone."
)
parser
.
add_argument
(
parser
.
add_argument
(
"--with-r"
,
action
=
"store_true"
,
help
=
"whether to consider erhua."
)
"--with-r"
,
action
=
"store_true"
,
help
=
"whether to consider erhua."
)
parser
.
add_argument
(
"--rhy-with-duration"
,
action
=
"store_true"
,
)
args
=
parser
.
parse_args
()
args
=
parser
.
parse_args
()
lexicon
=
generate_lexicon
(
args
.
with_tone
,
args
.
with_r
)
lexicon
=
generate_lexicon
(
args
.
with_tone
,
args
.
with_r
)
symbols
=
generate_symbols
(
lexicon
)
symbols
=
generate_symbols
(
lexicon
)
with
open
(
args
.
output
+
".lexicon"
,
'wt'
)
as
f
:
with
open
(
args
.
output
+
".lexicon"
,
'wt'
)
as
f
:
if
args
.
rhy_with_duration
:
f
.
write
(
"sp1 sp1
\n
sp2 sp2
\n
sp3 sp3
\n
sp4 sp4
\n
"
)
for
k
,
v
in
lexicon
.
items
():
for
k
,
v
in
lexicon
.
items
():
f
.
write
(
f
"
{
k
}
{
v
}
\n
"
)
f
.
write
(
f
"
{
k
}
{
v
}
\n
"
)
...
...
examples/other/mfa/local/reorganize_baker.py
浏览文件 @
f43d0260
...
@@ -23,6 +23,7 @@ for more details.
...
@@ -23,6 +23,7 @@ for more details.
"""
"""
import
argparse
import
argparse
import
os
import
os
import
re
import
shutil
import
shutil
from
concurrent.futures
import
ThreadPoolExecutor
from
concurrent.futures
import
ThreadPoolExecutor
from
pathlib
import
Path
from
pathlib
import
Path
...
@@ -32,6 +33,22 @@ import librosa
...
@@ -32,6 +33,22 @@ import librosa
import
soundfile
as
sf
import
soundfile
as
sf
from
tqdm
import
tqdm
from
tqdm
import
tqdm
repalce_dict
=
{
";"
:
""
,
"。"
:
""
,
":"
:
""
,
"—"
:
""
,
")"
:
""
,
","
:
""
,
"“"
:
""
,
"("
:
""
,
"、"
:
""
,
"…"
:
""
,
"!"
:
""
,
"?"
:
""
,
"”"
:
""
}
def
get_transcripts
(
path
:
Union
[
str
,
Path
]):
def
get_transcripts
(
path
:
Union
[
str
,
Path
]):
transcripts
=
{}
transcripts
=
{}
...
@@ -55,9 +72,13 @@ def resample_and_save(source, target, sr=16000):
...
@@ -55,9 +72,13 @@ def resample_and_save(source, target, sr=16000):
def
reorganize_baker
(
root_dir
:
Union
[
str
,
Path
],
def
reorganize_baker
(
root_dir
:
Union
[
str
,
Path
],
output_dir
:
Union
[
str
,
Path
]
=
None
,
output_dir
:
Union
[
str
,
Path
]
=
None
,
resample_audio
=
False
):
resample_audio
=
False
,
rhy_dur
=
False
):
root_dir
=
Path
(
root_dir
).
expanduser
()
root_dir
=
Path
(
root_dir
).
expanduser
()
transcript_path
=
root_dir
/
"ProsodyLabeling"
/
"000001-010000.txt"
if
rhy_dur
:
transcript_path
=
root_dir
/
"ProsodyLabeling"
/
"000001-010000_rhy.txt"
else
:
transcript_path
=
root_dir
/
"ProsodyLabeling"
/
"000001-010000.txt"
transcriptions
=
get_transcripts
(
transcript_path
)
transcriptions
=
get_transcripts
(
transcript_path
)
wave_dir
=
root_dir
/
"Wave"
wave_dir
=
root_dir
/
"Wave"
...
@@ -92,6 +113,46 @@ def reorganize_baker(root_dir: Union[str, Path],
...
@@ -92,6 +113,46 @@ def reorganize_baker(root_dir: Union[str, Path],
print
(
"Done!"
)
print
(
"Done!"
)
def
insert_rhy
(
sentence_first
,
sentence_second
):
sub
=
'#'
return_words
=
[]
sentence_first
=
sentence_first
.
translate
(
str
.
maketrans
(
repalce_dict
))
rhy_idx
=
[
substr
.
start
()
for
substr
in
re
.
finditer
(
sub
,
sentence_first
)]
re_rhy_idx
=
[]
sentence_first_
=
sentence_first
.
replace
(
"#1"
,
""
).
replace
(
"#2"
,
""
).
replace
(
"#3"
,
""
).
replace
(
"#4"
,
""
)
sentence_seconds
=
sentence_second
.
split
(
" "
)
for
i
,
w
in
enumerate
(
rhy_idx
):
re_rhy_idx
.
append
(
w
-
i
*
2
)
i
=
0
# print("re_rhy_idx: ", re_rhy_idx)
for
sentence_s
in
(
sentence_seconds
):
return_words
.
append
(
sentence_s
)
if
i
<
len
(
re_rhy_idx
)
and
len
(
return_words
)
-
i
==
re_rhy_idx
[
i
]:
return_words
.
append
(
"sp"
+
sentence_first
[
rhy_idx
[
i
]
+
1
:
rhy_idx
[
i
]
+
2
])
i
=
i
+
1
return
return_words
def
normalize_rhy
(
root_dir
:
Union
[
str
,
Path
]):
root_dir
=
Path
(
root_dir
).
expanduser
()
transcript_path
=
root_dir
/
"ProsodyLabeling"
/
"000001-010000.txt"
target_transcript_path
=
root_dir
/
"ProsodyLabeling"
/
"000001-010000_rhy.txt"
with
open
(
transcript_path
)
as
f
:
lines
=
f
.
readlines
()
with
open
(
target_transcript_path
,
'wt'
)
as
f
:
for
i
in
range
(
0
,
len
(
lines
),
2
):
sentence_first
=
lines
[
i
]
#第一行直接保存
f
.
write
(
sentence_first
)
transcription
=
lines
[
i
+
1
].
strip
()
f
.
write
(
"
\t
"
+
" "
.
join
(
insert_rhy
(
sentence_first
.
split
(
'
\t
'
)[
1
],
transcription
))
+
"
\n
"
)
if
__name__
==
"__main__"
:
if
__name__
==
"__main__"
:
parser
=
argparse
.
ArgumentParser
(
parser
=
argparse
.
ArgumentParser
(
description
=
"Reorganize Baker dataset for MFA"
)
description
=
"Reorganize Baker dataset for MFA"
)
...
@@ -104,6 +165,12 @@ if __name__ == "__main__":
...
@@ -104,6 +165,12 @@ if __name__ == "__main__":
"--resample-audio"
,
"--resample-audio"
,
action
=
"store_true"
,
action
=
"store_true"
,
help
=
"To resample audio files or just copy them"
)
help
=
"To resample audio files or just copy them"
)
parser
.
add_argument
(
"--rhy-with-duration"
,
action
=
"store_true"
,
)
args
=
parser
.
parse_args
()
args
=
parser
.
parse_args
()
reorganize_baker
(
args
.
root_dir
,
args
.
output_dir
,
args
.
resample_audio
)
if
args
.
rhy_with_duration
:
normalize_rhy
(
args
.
root_dir
)
reorganize_baker
(
args
.
root_dir
,
args
.
output_dir
,
args
.
resample_audio
,
args
.
rhy_with_duration
)
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