At a joint press conference with Prime Minister Narendra Modi here, Abe said the designing of the project will begin by the end of this year.
He said the ambitious project "symbolises a new dimension in the special relations" between the two countries.
Abe hoped that introduction of the rapid train network will spur further economic growth in India as he recalled that such a thing had happened in Japan when high speed rail system 'Shinkansen' was introduced in 1964.
"Prime Minister Modi will see tomorrow for himself that it is the safest technology in the world," Abe said.
Modi said: "In terms of specific projects, we remain focused on making strong progress on the Mumbai-Ahmedabad High Speed Rail project. Our engagement and agreement on cooperation in the financial sector will help us in accessing greater resources for infrastructure development."
In a joint statement, the two Prime Ministers welcomed
the steady progress to realise 3.5 trillion yen of public and private financing to India in five years under the "Japan-India Investment Promotion Partnership."
They also confirmed the importance of securing appropriate implementation of ODA projects.
Prime Minister Modi appreciated the significant contribution of Japan's ODA in the development and modernisation of infrastructure in India.
In this regard, the two Prime Ministers welcomed progress in the ODA projects in urban transportation sector such as the Chennai and Ahmedabad Metro, the Mumbai Trans Harbor Link project, and the introduction of the Intelligence Transport System along the Eastern Peripheral Highway in Delhi.
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