Files
ComfyUI-SelVA/nodes/selva_dataset_pipeline.py
T

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Python

"""SelVA Audio Dataset Pipeline — chainable in-memory preprocessing nodes.
Typical chain:
SelvaDatasetLoader
↓ AUDIO_DATASET
SelvaDatasetResampler (optional)
↓ AUDIO_DATASET
SelvaDatasetLUFSNormalizer (optional)
↓ AUDIO_DATASET
SelvaDatasetInspector (optional)
↓ AUDIO_DATASET + STRING report
SelvaDatasetItemExtractor → AUDIO (bridges to save/preview nodes)
"""
from pathlib import Path
import numpy as np
import torch
import torchaudio
from .utils import SELVA_CATEGORY
# ComfyUI custom type name — passed between all dataset pipeline nodes
AUDIO_DATASET = "AUDIO_DATASET"
_AUDIO_EXTS = {".wav", ".flac", ".mp3", ".ogg", ".aac", ".m4a"}