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PaddleSpeech/demos/audio_tagging/tag.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.
import argparse
import paddle
from paddlespeech.cli import CLSExecutor
# yapf: disable
parser = argparse.ArgumentParser()
parser.add_argument(
'--input', type=str, required=True, help='Audio file to recognize.')
args = parser.parse_args()
# yapf: enable
if __name__ == '__main__':
cls_executor = CLSExecutor()
result = cls_executor(
model_type='panns_cnn14',
cfg_path=None, # Set `cfg_path` and `ckpt_path` to None to use pretrained model.
label_file=None,
ckpt_path=None,
audio_file=args.input,
topk=10,
device=paddle.get_device(), )
print('CLS Result: \n{}'.format(result))