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Do padding of audio embed in model for humo for more flexibility. (#9935)

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comfyanonymous
2025-09-18 16:54:16 -07:00
committed by GitHub
parent 1ea8c54064
commit 24b0fce099
2 changed files with 3 additions and 4 deletions
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comfy_extras/nodes_wan.py
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@@ -1095,10 +1095,6 @@ class WanHuMoImageToVideo(io.ComfyNode):
audio_emb = torch.stack([feat0, feat1, feat2, feat3, feat4], dim=2)[0] # [T, 5, 1280]
audio_emb, _ = get_audio_emb_window(audio_emb, length, frame0_idx=0)
# pad for ref latent
zero_audio_pad = torch.zeros(ref_latent.shape[2], *audio_emb.shape[1:], device=audio_emb.device, dtype=audio_emb.dtype)
audio_emb = torch.cat([audio_emb, zero_audio_pad], dim=0)
audio_emb = audio_emb.unsqueeze(0)
audio_emb_neg = torch.zeros_like(audio_emb)
positive = node_helpers.conditioning_set_values(positive, {"audio_embed": audio_emb})