Create app.py

app.py

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+import gradio as gr
+from transformers import WhisperTokenizer
+
+tokenizer = WhisperTokenizer.from_pretrained(
+    "openai/whisper-small"
+)
+
+def decode(text):
+
+    tokens = [
+        int(x.strip())
+        for x in text.split(",")
+        if x.strip()
+    ]
+
+    return tokenizer.decode(
+        tokens,
+        skip_special_tokens=True
+    )
+
+gr.Interface(
+    fn=decode,
+
+    inputs=gr.Textbox(lines=8),
+
+    outputs=gr.Textbox(lines=4),
+
+    title="Whisper Token Decoder"
+
+).launch()