Microsoft, on an accelerated growth push, is buying speech recognition company Nuance in a deal worth about $16 billion.

The acquisition will get Microsoft deeper into hospitals and the health care industry through Nuance's widely used medical dictation and transcription tools.

Microsoft will pay $56 per share cash. That's a 23% premium to Nuance's Friday closing price. The companies value the transaction including debt at $19.7 billion.