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sf.read() materializes the full file: a 20-minute stereo stem is ~420 MB of float32, done for up to 8 files back-to-back — right after Demucs has already stressed memory. On an 8 GB Mac Mini this is a plausible contributor to the failure reported.
Stream with sf.blocks() (fixed 1500-bucket min/max fold) — constant ~few-MB memory, same output.
Activity
perf(pipeline): single-pass streamed peaks + presence (#306)