# Copyright (c) 2022 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 unittest import numpy as np import paddle import paddlespeech.audio.kaldi.kaldi.fbank as fbank import paddlespeech.audio.kaldi.kaldi.pitch as pitch import kaldiio import ReadHelper class TestKaldiFbank(unittest.TestCase): def test_fbank_pitch(self): fbank_groundtruth = None pitch_groundtruth = None with ReadHelper('ark:fbank_feat.ark') as reader: for key, feat in reader: fbank_groundtruth = feat with ReadHelper('ark:pitch_feat.ark') as reader: for key, feat in reader: pitch_groundtruth = feat with ReadHelper('ark:wav.ark') as reader: for key, wav in reader: fbank_feat = fbank(wav) pitch_feat = pitch(wav) np.testing.assert_array_almost_equal( fbank_feat, fbank_groundtruth, decimal=4) np.testing.assert_array_almost_equal( pitch_feat, pitch_groundtruth, decimal=4) if __name__ == '__main__': unittest.main()