Ethanfel f50afa9796 fix: guard _estimate_snr against short clips, fix freqs device in _check_hf_shelf ...

Bug 1: mono.unfold(0, 2048, 512) returns an empty tensor for clips shorter
than 2048 samples (~46ms). torch.quantile on an empty tensor crashes with
"quantile() input tensor must be non-empty". Guard: return 60.0 (assume
clean) for clips too short to frame — the pipeline has no minimum-length
filter so any short file in the dataset folder would crash the Inspector.

Bug 2: torch.linspace(...) in _check_hf_shelf created a CPU tensor, making
band_lo/band_hi CPU boolean masks. Indexing a GPU mag_sq tensor with CPU
masks crashes. Pass device=mono.device so freqs lands on the same device
as the audio.

Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>

2026-04-09 14:28:36 +02:00

..

__init__.py

feat: register audio dataset pipeline nodes in __init__.py

2026-04-09 14:25:57 +02:00

selva_activation_steering_extractor.py

feat(steering): conditional-only injection + per-position vectors

2026-04-09 01:02:51 +02:00

selva_activation_steering_loader.py

feat: add activation steering pipeline (extractor, loader, sampler injection)

2026-04-09 00:38:26 +02:00

selva_audio_preprocessors.py

feat: add SelVA HF Smoother and Spectral Matcher preprocessing nodes

2026-04-08 20:28:16 +02:00

selva_bigvgan_loader.py

fix(bigvgan): add 44k/BigVGANv2 support to trainer and loader

2026-04-09 01:28:32 +02:00

selva_bigvgan_trainer.py

fix: raise segment_seconds max from 4s to 30s

2026-04-09 13:49:50 +02:00

selva_dataset_browser.py

feat: thorough overnight sweep + dataset browser updates

2026-04-08 00:38:19 +02:00

selva_dataset_pipeline.py

fix: guard _estimate_snr against short clips, fix freqs device in _check_hf_shelf

2026-04-09 14:28:36 +02:00

selva_ditto_optimizer.py

fix: strip inference tensor flags in DITTO optimizer

2026-04-09 12:18:20 +02:00

selva_feature_extractor.py

fix: set OUTPUT_NODE=True on SelVA Feature Extractor so it runs without connected outputs

2026-04-06 00:11:16 +02:00

selva_lora_evaluator.py

feat: evaluate adapters on all dataset clips, not just clip_001

2026-04-08 17:42:55 +02:00

selva_lora_loader.py

debug: print lora_A norm after loading to confirm adapter applied

2026-04-05 23:05:23 +02:00

selva_lora_scheduler.py

feat: add cosine LR decay schedule to trainer and scheduler

2026-04-08 13:25:01 +02:00

selva_lora_trainer.py

feat: evaluate adapters on all dataset clips, not just clip_001

2026-04-08 17:42:55 +02:00

selva_model_loader.py

feat: comprehensive node improvements

2026-04-04 18:16:03 +02:00

selva_sampler.py

feat(steering): conditional-only injection + per-position vectors

2026-04-09 01:02:51 +02:00

selva_skip_experiment.py

feat: SelVA Skip Experiment node + save partial scalars on skip

2026-04-08 13:10:43 +02:00

selva_textual_inversion_loader.py

feat: add inject_mode (suffix/prefix) to TI pipeline

2026-04-08 23:31:52 +02:00

selva_textual_inversion_trainer.py

fix(ti-trainer): clamp token norm to CLIP manifold to prevent buzz artifacts

2026-04-08 23:54:23 +02:00

selva_ti_scheduler.py

fix(ti): lower default lr/batch, add lr_batch sweep group

2026-04-08 23:42:22 +02:00

selva_vae_roundtrip.py

fix(vae-roundtrip): pass bigvgan path to encoder-only FeaturesUtils

2026-04-08 20:05:44 +02:00

utils.py

chore: remove all PrismAudio code from main branch

2026-04-04 17:58:31 +02:00