Update app.py

app.py

@@ -24,8 +24,9 @@ def update_transcriptions(df, dataset, token,dataset_link):
     Update the transcriptions in the dataset and push it back to the Hugging Face Hub.
     """
     # Convert DataFrame back to Dataset
+    df = delete_empty_rows(df)
     updated_dataset = Dataset.from_pandas(df)
-    
+
     # print(updated_dataset)
     # print(dataset)
     
@@ -74,6 +75,15 @@ def main():
             original_df.loc[original_df["index"] == row["index"], "transcription"] = row["transcription"]
             
         return "update Successful"
+
+    def delete_empty_rows(updated_df):
+        """
+        Delete rows marked for removal from the dataset.
+        """
+        # Remove rows where transcription is empty or manually marked
+        updated_df = updated_df.dropna(subset=["transcription"])
+        updated_df = updated_df[updated_df["transcription"].str.strip() != ""]
+        return updated_df
     
     def submit_changes(df, token,dataset_link):
         """