@ShwetaMehta0309 I have been in similar situation where i tried few things like using a very closed room or using inbuilt noise cancellation facility in many apps like audacity,etc,but more efficient then it is a nice AI based tool I found recently named Krisp ,which helps cancel all types of background noise with its advanced algorithms while recording. Give it a try,should be helpful.
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