DAC20k checkpoint study · +10 dB SNR

Same panel.
New checkpoint.
Listen.

The exact 40 clips from the prior showcase, re-run through the 640-wide, 12-layer DAC20k scratch model at its latest sealed checkpoint.

Checkpoint Frozen DAC 10 codebooks Solver Heun-4 Input +10.0 dB
Lineage-seen mel reduction
Prior-unseen mel reduction
Prior-unseen SI-SDR gainenhanced minus noisy
Fixed comparison panel4020 lineage-seen · 20 prior-unseen

Direct comparison

The panel stays fixed.

Every source clip, noise seed, normalization rule, and frozen 10-codebook codec matches the prior page. Enhancement uses Heun-4: two predictor/corrector intervals and exactly four velocity evaluations. “Lineage seen” and “prior unseen” preserve the earlier overfit-lineage panel labels; they are not train/test labels for this scratch run. This is not a strictly recording-disjoint DAC20k test: seven clips in each cohort share a recording with DAC20k train, and one lineage-seen clip is an exact DAC20k train path.

Ground truthNormalized source
NoisyCorrupt → frozen codec
EnhancedHeun-4 → frozen decoder

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