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* pruned-transducer-stateless5 recipe for aishell4 * pruned-transducer-stateless5 recipe for aishell4 * do some changes and text normalize * do some changes * add text normalize * combine the training data and decode without webdataset * update codes for merging * Do a change for READMD.md
114 lines
2.7 KiB
Python
114 lines
2.7 KiB
Python
# Copyright 2021 Xiaomi Corp. (authors: Fangjun Kuang
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# Mingshuang Luo)
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#
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# See ../../../../LICENSE for clarification regarding multiple authors
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#
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# Licensed under the Apache License, Version 2.0 (the "License");
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# you may not use this file except in compliance with the License.
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# You may obtain a copy of the License at
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#
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# http://www.apache.org/licenses/LICENSE-2.0
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#
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# Unless required by applicable law or agreed to in writing, software
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# distributed under the License is distributed on an "AS IS" BASIS,
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# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
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# See the License for the specific language governing permissions and
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# limitations under the License.
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"""
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This file displays duration statistics of utterances in a manifest.
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You can use the displayed value to choose minimum/maximum duration
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to remove short and long utterances during the training.
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See the function `remove_short_and_long_utt()`
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in ../../../librispeech/ASR/transducer/train.py
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for usage.
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"""
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from lhotse import load_manifest
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def main():
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paths = [
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"./data/fbank/cuts_train_S.json.gz",
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"./data/fbank/cuts_train_M.json.gz",
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"./data/fbank/cuts_train_L.json.gz",
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"./data/fbank/cuts_test.json.gz",
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]
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for path in paths:
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print(f"Starting display the statistics for {path}")
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cuts = load_manifest(path)
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cuts.describe()
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if __name__ == "__main__":
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main()
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"""
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Starting display the statistics for ./data/fbank/cuts_train_S.json.gz
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Cuts count: 91995
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Total duration (hours): 95.8
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Speech duration (hours): 95.8 (100.0%)
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***
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Duration statistics (seconds):
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mean 3.7
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std 7.1
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min 0.1
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25% 0.9
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50% 2.5
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75% 5.4
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99% 15.3
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99.5% 17.5
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99.9% 23.3
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max 1021.7
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Starting display the statistics for ./data/fbank/cuts_train_M.json.gz
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Cuts count: 177195
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Total duration (hours): 179.5
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Speech duration (hours): 179.5 (100.0%)
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***
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Duration statistics (seconds):
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mean 3.6
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std 6.4
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min 0.0
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25% 0.9
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50% 2.4
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75% 5.2
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99% 14.9
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99.5% 17.0
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99.9% 23.5
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max 990.4
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Starting display the statistics for ./data/fbank/cuts_train_L.json.gz
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Cuts count: 37572
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Total duration (hours): 49.1
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Speech duration (hours): 49.1 (100.0%)
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***
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Duration statistics (seconds):
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mean 4.7
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std 4.0
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min 0.2
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25% 1.6
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50% 3.7
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75% 6.7
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99% 17.5
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99.5% 19.8
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99.9% 26.2
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max 87.4
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Starting display the statistics for ./data/fbank/cuts_test.json.gz
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Cuts count: 10574
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Total duration (hours): 12.1
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Speech duration (hours): 12.1 (100.0%)
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***
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Duration statistics (seconds):
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mean 4.1
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std 3.4
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min 0.2
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25% 1.4
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50% 3.2
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75% 5.8
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99% 14.4
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99.5% 14.9
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99.9% 16.5
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max 17.9
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"""
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