The proposals would raise $320 billion over a decade, to fund benefits such as tax credits.
The speech is the centerpiece of the US political diary and may shape both Barack Obama’s legacy and the 2016 election.
However, the president faces resistance to his proposals, with Republicans controlling both Houses of Congress.
With the US economy growing, President Barack Obama will stress that it is time for ordinary US families to feel the benefits.
According to US officials, who spoke on condition of anonymity, the plans include:
The revenues would rise more than enough to fund the proposed benefits for the middle class, according to the officials.
These include tripling child tax credits, help for families with two working spouses and extra incentives to save for retirement.
The speech is also set to include a plan to expanding free community college education and proposals on cyber-security.
The State of the Union speech will be President Obama’s first since the Republicans seized control of the two Houses of Congress at elections last November.
His proposals have already been dismissed by some in the party.
“Slapping American small businesses, savers, and investors with more tax hikes only negates the benefits of the tax policies that have been successful in helping to expand the economy, promote savings, and create jobs,” Senate Finance Committee Chairman Orrin G Hatch said.
Administration officials hope to find some common ground with their opponents.
They also say the increase in capitals gains taxes, likely to be resisted by many Republicans, returns the rate to what it was under President Ronald Reagan in the 1980s.
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