diff --git a/whisper/model.py b/whisper/model.py
index 2221570..1b5890f 100644
--- a/whisper/model.py
+++ b/whisper/model.py
@@ -189,7 +189,7 @@ class TextDecoder(nn.Module):
             x = block(x, xa, mask=self.mask, kv_cache=kv_cache)
 
         x = self.ln(x)
-        logits = (x @ self.token_embedding.weight.to(x.dtype).T).float()
+        logits = (x @ torch.transpose(self.token_embedding.weight.to(x.dtype), 0, 1)).float()
 
         return logits