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compare-ASR-models

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Devion333 commited on Aug 17

Commit

1cf42e4

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1 Parent(s): 03394cd

Update app.py

Files changed (1) hide show

app.py CHANGED Viewed

@@ -10,18 +10,14 @@ wer_metric = load("wer")
 # Preload multiple ASR models for comparison
 models = {
-    "Wav2Vec2 (Devion333)": pipeline(
         task="automatic-speech-recognition",
         model="Devion333/wav2vec2-xls-r-300m-dv"
     ),
-    "Wav2Vec2 (Sammau)": pipeline(
         task="automatic-speech-recognition",
-        model="Sammau/wav2vec2-large-xls-r-300m-dv-ng"
     ),
-    "Wav2Vec2 (Alyaan)": pipeline(
-        task="automatic-speech-recognition",
-        model="shiimi/xls-r-300m-dv"
-    )
 }
 def transcribe(audio, chosen_models, reference):

 # Preload multiple ASR models for comparison
 models = {
+    "Wav2Vec2 ": pipeline(
         task="automatic-speech-recognition",
         model="Devion333/wav2vec2-xls-r-300m-dv"
     ),
+    "Whisper small": pipeline(
         task="automatic-speech-recognition",
+        model="Devion333/whisper-small-dv-syn"
     ),
 }
 def transcribe(audio, chosen_models, reference):