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21_22-J 38
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21_22-J 38
21_22-J 38
Commits
8cf8adb8
Commit
8cf8adb8
authored
Jan 03, 2022
by
W.D.R.P. Sandeepa
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Merge branch 'it18218640' into 'master'
implemented load_dataset function See merge request
!36
parents
a5f7dbf9
58997113
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backend/IT18218640/train.py
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backend/IT18218640/train.py
View file @
8cf8adb8
...
@@ -12,6 +12,17 @@ BATCH_SIZE = 32
...
@@ -12,6 +12,17 @@ BATCH_SIZE = 32
NUM_KEYWORDS
=
10
NUM_KEYWORDS
=
10
def
load_dataset
(
data_path
):
with
open
(
data_path
,
"r"
)
as
fp
:
data
=
json
.
load
(
fp
)
# extract input and targets
X
=
np
.
array
(
data
[
"MFCCs"
])
y
=
np
.
array
(
data
[
"labels"
])
return
X
,
y
def
get_data_splits
(
data_path
,
test_size
=
0.1
,
test_validation
=
0.1
):
def
get_data_splits
(
data_path
,
test_size
=
0.1
,
test_validation
=
0.1
):
# load dataset
# load dataset
...
...
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