Roku envisions being at the center of voice-controlled home entertainment systems, and its stock jumps

Roku Inc., which makes devices for streaming internet video on television sets, announced Wednesday that it plans to develop a voice assistant and let manufacturers create Roku-connected speakers, stepping up its competition with tech giants Apple, Google and Amazon.

Owners of Roku TVs and players...