After India stretched their unbeaten run to 19 Tests this month, several former stars are even daring to predict another whitewash against Australia who have a miserable recent record on the sub-continent.
Meanwhile, Australia have been unusually respectful of their opponents in the build-up but Smith expects his team to greet India with a barrage of sledging when the contest begins in Pune on Thursday.
"The guys are in a great frame of mind, we're ready to go. We're pumped," said vice-captain David Warner after Australia drew a weekend warm-up against India A.
Australia have a chance of knocking India off the top of the Test rankings but Virat Kohli's men have won their last six series and are overwhelming favourites to continue that run.
Smith gives Australia free pass to sledge in India Tests
Australia's last tour of India in 2013 under captain Michael Clarke was a disaster as they went down 4-0 and four of the team were sent home after refusing to do homework set by coach Mickey Arthur.
Team spirit has recovered under Smith's captaincy, but they were thrashed 3-0 last year in Sri Lanka when their shortcomings against spin were exposed along with their lack of a match-winning slow bowler.
While their former pacer Glenn McGrath used to be notorious for getting up the opposition's nose by forecasting clean sweeps, Australia have been getting a taste of their own medicine.
India's ex-captain Sourav Ganguly has predicted a 4-0 win for the hosts while veteran spinner Harbhajan Singh has called Smith's team the weakest ever Australian squad.
Indian confidence is largely founded on the form of skipper Kohli who has hit four double centuries since July. They also possess the current best bowler in the world in Ravichandran Ashwin whom McGrath's old captain Steve Waugh recently branded the "Bradman of Bowling", the ultimate compliment by an Australian.
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Kohli's recent form has also drawn comparisons with the late Donald Bradman, who averaged 99.94 in Tests, but never played in India.
And Warner, not one to shirk from an onfield confrontation, has warned his teammates not to wind up Kohli.
"Virat Kohli is one of those players, if you niggle at him, it either makes him better or if you get under his skin, he'll probably get even better," said Warner.
Nevertheless, Smith wants his players to get in the face of the Indians, telling reporters: "If they want to get into a battle verbally then, if that gets the best out of them, go for it".
Ever since Harbhajan was accused of calling Andrew Symonds a "monkey" in the 2008 Sydney Test, matches between the sides have never been far from boiling point.
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Harbhajan showed he has lost none of his ability to stir things up by dismissing the 2017 vintage as a pale comparison to its predecessors.
"In my opinion, looking at the composition, this is the weakest Australian side to tour India. I don't think this team has the wherewithal to cope with a quality Indian side in the Indian conditions. It can again be 4-0," Harbhajan told the Press Trust of India.
The last series between the two sides ended in a 2-0 victory for Australia Down Under but their humbling at the hands of an unfancied Sri Lanka is likely to weigh heavily on their minds.
Much will depend on whether the spinners Nathan Lyon and Steve O'Keefe can have an impact. They claimed four and three wickets respectively in the tourists' only warm-up match in Mumbai are expected to play in Pune.
India are expected to stick with the line-up that comprehensively beat Bangladesh in Hyderabad earlier this month.
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