Ethanfel

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Joined on 2026-01-04

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Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:18:42 +02:00

286681edff fix: cast mel to model dtype before VAE encode in DITTO reference loading

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:15:29 +02:00

056a7b973d fix: enable VAE encoder in model loader — required for DITTO reference encoding

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:12:33 +02:00

633fe36fbb fix: compute DITTO style loss in latent space to eliminate VAE decoder noise

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:10:12 +02:00

8862089fd0 fix: remove 32-clip cap on DITTO reference loading — use all available clips

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 18:03:33 +02:00

608e7df04b feat: add gram_weight param to DITTO, reduce default style_weight to 0.1

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 17:57:02 +02:00

101b1bdb41 fix: _do_optimize returns dict not tuple — prevent double-wrapping AUDIO output

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 17:48:42 +02:00

732df151b0 fix: cast ref_mean/ref_gram to model dtype before loss computation

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 17:44:37 +02:00

817b75df49 fix: bypass @torch.inference_mode() on decode to preserve gradient chain

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 17:40:02 +02:00

1f02d73a3e fix: remove checkpoint wrapper on decode — direct call preserves grad chain

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 17:35:16 +02:00

fb255edaf0 fix: strip inference-mode tensor flags in DITTO before conditions computation

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 17:18:39 +02:00

8ccc2438e4 fix: remove FlashSR (audiosr incompatible with Python 3.12), add training loss CSV

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 16:39:05 +02:00

8371466e44 fix: guarantee length preservation in _ActivationWithGAFilter

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 16:32:03 +02:00

ba0499b77c fix: FlashSR device handling and remove unused tmp_out

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 16:27:42 +02:00

ce62bccc1f feat: add post-generation audio enhancement nodes

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 16:19:55 +02:00

45fced55bc fix: exclude GAFilter params from L2-SP regularization

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 16:15:16 +02:00

db112394e8 feat: add AF-Vocoder GAFilter to BigVGAN trainer and loader

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 16:09:32 +02:00

c53ea5517c feat: add FA-GAN phase-aware STFT loss to BigVGAN trainer

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 15:59:57 +02:00

82e449681c fix: cast mel_converter and wav to float32 before cuFFT in DITTO

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 15:36:29 +02:00

15fc5f0793 feat: add SelvaDatasetCompressor node for parallel compression

Ethanfel pushed to feature/lora-timestep-sampling at Ethanfel/ComfyUI-SelVA 2026-04-09 15:27:50 +02:00

48493a3f0d feat: add SelvaDatasetSaver node with NPZ sidecar copy