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Lhotse dataloading: RIR augmentation and nemo/tarred input support for RIR and noise aug
What does this PR do ?
Extensions in Lhotse dataloading augmentations:
- RIR augmentation support (currently requires lhotse RecordingSet input, see e.g. https://github.com/lhotse-speech/lhotse/blob/master/lhotse/recipes/rir_noise.py )
- Broader input type support for noise augmentation.
- When a path is provided, it auto-detects
- YAML input spec (.yaml)
- lhotse non-tarred CutSet (.jsonl/.jsonl.gz)
- NeMo non-tarred manifest (any other extension)
- Also possible to provide a dict with the same keys as used for specifying the main training data, e.g.:
- When a path is provided, it auto-detects
noise_path:
manifest_filepath: my_noises/manifest__OP_0..4_CL_.json
tarred_audio_filepaths: my_noises/audio__OP_0..4_CL_.tar
Collection: ASR
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