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PaddleSpeech/deepspeech/exps/deepspeech2/config.py

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# Copyright (c) 2021 PaddlePaddle Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
from yacs.config import CfgNode
from deepspeech.exps.deepspeech2.model import DeepSpeech2Tester
from deepspeech.exps.deepspeech2.model import DeepSpeech2Trainer
from deepspeech.io.collator import SpeechCollator
from deepspeech.io.dataset import ManifestDataset
from deepspeech.models.ds2 import DeepSpeech2Model
from deepspeech.models.ds2_online import DeepSpeech2ModelOnline
def get_cfg_defaults(model_type='offline'):
_C = CfgNode()
_C.data = ManifestDataset.params()
_C.collator = SpeechCollator.params()
_C.training = DeepSpeech2Trainer.params()
_C.decoding = DeepSpeech2Tester.params()
if model_type == 'offline':
_C.model = DeepSpeech2Model.params()
else:
_C.model = DeepSpeech2ModelOnline.params()
"""Get a yacs CfgNode object with default values for my_project."""
# Return a clone so that the defaults will not be altered
# This is for the "local variable" use pattern
config = _C.clone()
config.set_new_allowed(True)
return config