#!/usr/bin/env python3 # Copyright 2022 Xiaomi Corp. (authors: Fangjun Kuang) # # See ../../../../LICENSE for clarification regarding multiple authors # # 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. """ This script checks the following assumptions of the generated manifest: - Single supervision per cut - Supervision time bounds are within cut time bounds We will add more checks later if needed. Usage example: python3 ./local/validate_manifest.py \ ./data/fbank/librispeech_cuts_train-clean-100.jsonl.gz """ import argparse import logging from pathlib import Path from lhotse import CutSet, load_manifest_lazy from lhotse.cut import Cut def get_args(): parser = argparse.ArgumentParser() parser.add_argument( "manifest", type=Path, help="Path to the manifest file", ) return parser.parse_args() def validate_one_supervision_per_cut(c: Cut): if len(c.supervisions) != 1: raise ValueError(f"{c.id} has {len(c.supervisions)} supervisions") def validate_supervision_and_cut_time_bounds(c: Cut): s = c.supervisions[0] if s.start < c.start: raise ValueError( f"{c.id}: Supervision start time {s.start} is less " f"than cut start time {c.start}" ) if s.end > c.end: raise ValueError( f"{c.id}: Supervision end time {s.end} is larger " f"than cut end time {c.end}" ) def main(): args = get_args() manifest = args.manifest logging.info(f"Validating {manifest}") assert manifest.is_file(), f"{manifest} does not exist" cut_set = load_manifest_lazy(manifest) assert isinstance(cut_set, CutSet) for c in cut_set: validate_one_supervision_per_cut(c) validate_supervision_and_cut_time_bounds(c) if __name__ == "__main__": formatter = "%(asctime)s %(levelname)s [%(filename)s:%(lineno)d] %(message)s" logging.basicConfig(format=formatter, level=logging.INFO) main()