use fast tokenizer for whisper

app.py

@@ -14,6 +14,7 @@ asr_pipe = pipeline(
     "automatic-speech-recognition",
     model="openai/whisper-base",
     device=device,
+    use_fast=True,
 )
 
 # load text-to-speech checkpoint and speaker embeddings