Recovery of the suicide note was confirmed by DCP (Southwest) R A Sanjeev. He said that the police are now probing the role of a co-conspirator in the case.
The officer, identified as Vijendra Bishnoi (33), a native of Rajasthan, allegedly had an extra-marital affair with the woman, Nikita Chauhan (28), a former news stringer who lived in Dwarka and had separated from her husband.
Yesterday, Bishnoi called her at a park in the morning and fired three rounds at her with his service revolver. Then he shot himself twice. While the woman died on the spot, Bishnoi succumbed to his injuries in the evening, said police.
He also mentioned how Nikita had allegedly extorted Rs 15 lakh from him, threatening to frame him in a false rape case and was demanding more.
Bishnoi was posted as a sub-inspector in west Delhi's Ranhola police station.
Bishnoi was married and is survived by two children. He himself was an accused in a domestic violence case registered on the basis of a complaint filed by his wife in Rajasthan, police said.