Can I stream voice from a HTTP server to a cellphone running a MIDlet?

No, the MIDP 1.0 APIs specify the application programming model for data-based applications. The MIDP specification does not specify any functionality for handling voice streams.

For more information, please refer to the MIDP specification linked to from:
java.sun.com/products/midp