Warne took to social media platform to announce the news.
"Thankyou so much for having me @BCCI & @StarSportsIndia. Always love coming to India & being involved. Off to LA", Warne tweeted.
It is not clear whether the former cricketer is going to Los Angeles for personal or professional reasons.
As per the official broadcasters Star Sports, former Australia speedster Brett Lee is all set to replace Warne in the commentary panel.
The spin legend also posted a message on Instagram thanking the BCCI.
Thankyou so much for having me BCCI & Star Sports. Always love coming to India & being involved with cricket as I love the passion of the fans here. I hope to be involved more down the track with either an IPL franchise, more commentary with Star or both. I also hoped you enjoyed the commentary on the 1st test too.This will be a great series. Disappointed not be part of it, but will be watching from LA, NZ & Melbourne over the next few weeks. Good luck to both teams & may the best team win !!! See you tmrw Los Angeles ! ✔👍