Toshiba Corp. Chief Executive Hisao Tanaka will step down in September along with other board members including Vice Chairman Norio Sasaki to take responsibility for accounting irregularities, sources familiar with the matter said.

The Japanese conglomerate has hired a third-party committee to investigate past book-keeping practices which sources say led to profits being overstated by more than ¥170 billion ($1.2 billion). That's more than triple Toshiba's initial estimate of around ¥50 billion.

Other sources with knowledge of the probe have said investigators were looking into the role that top officials played in the irregularities, focusing on whether they had knowingly encouraged malfeasance. The committee is expected to release its findings next week.