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c85297d0
编写于
6月 27, 2017
作者:
X
xushaoyong
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remove augmentor unittest
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d11911bc
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deep_speech_2/tests/test_augmentor.py
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deep_speech_2/tests/test_augmentor.py
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"""Test augmentor class."""
from
__future__
import
absolute_import
from
__future__
import
division
from
__future__
import
print_function
import
unittest
from
data_utils
import
audio
from
data_utils.augmentor.augmentation
import
AugmentationPipeline
import
random
import
numpy
as
np
random_seed
=
0
#audio instance
audio_data
=
[
3.0517571e-05
,
-
8.54492188e-04
,
-
1.09863281e-03
,
-
9.4604492e-04
,
\
-
1.31225586e-03
,
-
1.09863281e-03
,
-
1.73950195e-03
,
-
2.1057189e-03
,
\
-
2.04467773e-03
,
-
1.46484375e-03
,
-
1.43432617e-03
,
-
9.4604492e-04
,
\
-
1.95312500e-03
,
-
1.86157227e-03
,
-
2.10571289e-03
,
-
2.3193354e-03
,
\
-
2.01416016e-03
,
-
2.62451172e-03
,
-
2.07519531e-03
,
-
2.3803719e-03
]
audio_data
=
np
.
array
(
audio_data
)
samplerate
=
10
class
TestAugmentor
(
unittest
.
TestCase
):
def
test_volume
(
self
):
config_json
=
'[{"type": "volume","params": {"min_gain_dBFS": -15, '
\
'"max_gain_dBFS": 15},"prob": 1.0}]'
aug_pipeline
=
AugmentationPipeline
(
augmentation_config
=
config_json
,
random_seed
=
random_seed
)
audio_seg
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
aug_pipeline
.
transform_audio
(
audio_seg
)
orig_audio
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
self
.
assertFalse
(
np
.
any
(
audio_seg
.
samples
==
orig_audio
.
samples
))
def
test_speed
(
self
):
config_json
=
'[{"type":"speed","params": {"min_speed_rate": 0.9,'
\
'"max_speed_rate": 1.1},"prob": 1.0}]'
aug_pipeline
=
AugmentationPipeline
(
augmentation_config
=
config_json
,
random_seed
=
random_seed
)
audio_seg
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
aug_pipeline
.
transform_audio
(
audio_seg
)
orig_audio
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
self
.
assertFalse
(
np
.
any
(
audio_seg
.
samples
==
orig_audio
.
samples
))
def
test_resample
(
self
):
config_json
=
'[{"type":"resample","params": {"new_sample_rate":5},'
\
'"prob": 1.0}]'
aug_pipeline
=
AugmentationPipeline
(
augmentation_config
=
config_json
,
random_seed
=
random_seed
)
audio_seg
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
aug_pipeline
.
transform_audio
(
audio_seg
)
self
.
assertTrue
(
audio_seg
.
sample_rate
==
5
)
def
test_bayesial
(
self
):
config_json
=
'[{"type":"bayesian_normal","params":{"target_db":-20,'
\
'"prior_db":-4, "prior_samples": -8, "startup_delay": 0.0},"prob":1.0}]'
aug_pipeline
=
AugmentationPipeline
(
augmentation_config
=
config_json
,
random_seed
=
random_seed
)
audio_seg
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
aug_pipeline
.
transform_audio
(
audio_seg
)
orig_audio
=
audio
.
AudioSegment
(
audio_data
,
samplerate
)
self
.
assertFalse
(
np
.
any
(
audio_seg
.
samples
==
orig_audio
.
samples
))
if
__name__
==
'__main__'
:
unittest
.
main
()
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