init

model_speaker_embedding.py

@@ -35,41 +35,41 @@ class W2VBERTEmbedding:
 # HuBERT #
 ##########
 class HuBERTXLEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/hubert-xlarge-ll60k")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/hubert-xlarge-ll60k", mean_pool=mean_pool)
 
 
 class HuBERTLargeEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/hubert-large-ll60k")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/hubert-large-ll60k", mean_pool=mean_pool)
 
 
 class HuBERTBaseEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/hubert-base-ls960")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/hubert-base-ls960", mean_pool=mean_pool)
 
 
 ###########
 # wav2vec #
 ###########
 class Wav2VecEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/wav2vec2-large-xlsr-53")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/wav2vec2-large-xlsr-53", mean_pool=mean_pool)
 
 
 #########
 # XLS-R #
 #########
 class XLSR2BEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/wav2vec2-xls-r-2b")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/wav2vec2-xls-r-2b", mean_pool=mean_pool)
 
 
 class XLSR1BEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/wav2vec2-xls-r-1b")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/wav2vec2-xls-r-1b", mean_pool=mean_pool)
 
 
 class XLSR300MEmbedding(W2VBERTEmbedding):
-    def __init__(self):
-        super().__init__("facebook/wav2vec2-xls-r-300m")
+    def __init__(self, mean_pool: bool = True):
+        super().__init__("facebook/wav2vec2-xls-r-300m", mean_pool=mean_pool)