diff --git a/models/tacotrongst.py b/models/tacotrongst.py
index 5b372338..c18a5e98 100644
--- a/models/tacotrongst.py
+++ b/models/tacotrongst.py
@@ -38,9 +38,8 @@ class TacotronGST(nn.Module):
                                forward_attn, trans_agent, forward_attn_mask,
                                location_attn, separate_stopnet)
         self.postnet = PostCBHG(mel_dim)
-        self.last_linear = nn.Sequential(
-            nn.Linear(self.postnet.cbhg.gru_features * 2, linear_dim),
-            nn.Sigmoid())
+        self.last_linear = nn.Linear(self.postnet.cbhg.gru_features * 2, linear_dim)
+        
 
     def forward(self, characters, text_lengths, mel_specs, speaker_ids=None):
         B = characters.size(0)
diff --git a/setup.py b/setup.py
index e9fcc574..ad24ecb1 100644
--- a/setup.py
+++ b/setup.py
@@ -88,8 +88,6 @@ setup(
         # "lws",
         "tqdm",
         "soundfile",
-    ],
-    dependency_links=[
-        'http://github.com/bootphon/phonemizer/tarball/master#egg=phonemizer'
+        "phonemizer @ https://github.com/bootphon/phonemizer/tarball/master",
     ],
 )