diff --git a/codes/models/gpt_voice/lucidrains_dvae.py b/codes/models/gpt_voice/lucidrains_dvae.py
index d50b7381..1295a50b 100644
--- a/codes/models/gpt_voice/lucidrains_dvae.py
+++ b/codes/models/gpt_voice/lucidrains_dvae.py
@@ -198,7 +198,7 @@ class DiscreteVAE(nn.Module):
         if hasattr(self.codebook, 'embed_code'):
             image_embeds = self.codebook.embed_code(img_seq)
         else:
-            image_embeds = F.embedding(img_seq, self.codebook.embed.transpose(1,0))
+            image_embeds = F.embedding(img_seq, self.codebook.codebook)
         b, n, d = image_embeds.shape
 
         kwargs = {}
@@ -273,7 +273,7 @@ if __name__ == '__main__':
     #print(o.shape)
     v = DiscreteVAE(channels=80, normalization=None, positional_dims=1, num_tokens=8192, codebook_dim=2048,
                     hidden_dim=512, num_resnet_blocks=3, kernel_size=3, num_layers=1, use_transposed_convs=False,
-                    use_lr_quantizer=True, lr_quantizer_args={'kmeans_init': True})
+                    use_lr_quantizer=True)
     #v.load_state_dict(torch.load('../experiments/clips_dvae_8192_rev2.pth'))
     #v.eval()
     r,l,o=v(torch.randn(1,80,256))