Which download(s)?

I need help sorting which Sun Java tools to use and how to get to my goal most efficiently.
I need to develop a Java application with the following characteristics: (a) targets as many environments as possible (Desktop, Browser, Mobile...) with as few changes as possible; (b) does interactive sound file signal processing (complex, ffts, filters, etc, but not DSP) from sources that include stream and microphone, and sinks that include loudspeaker, graphics display, and stream; and (c) includes a GUI that features interactive use of a mouse/touchscreen on a canvas.
I could write the application in a variety of languages including C/C++ or Python (using readily available libraries), but either of those choices would make (a) difficult. Because of (a), I think I'd rather do it in Java.
The array of available Java tools and products is intimidating. It's not clear at all what to use. There seems to be considerable functionality overlap and deep complexity in all choices. The NetBeans IDE maybe seems about right for (a) and (c), but (b) appears to require the Sun Performance Library, which in turn appears to be available only in Sun Studio. Sun Studio appears to be huge, with dozens of elements with mysterious functionalities. And there are several other downloads available, all with non-obvious--and upon digging, usually irrelevant--utility for my purposes.
I believe that Java may offer the best available environment to develop my application to meet (a), (b), and (c)--but maybe only for a Java guru, which I don't really have time to become. I know what my application needs to do, and I know how to do it in other languages. What I'm after is the absolute shortest path to the application in Java. And this could be the last Java application I ever write.
For context, I've written working programs in over 300 languages, most of which no longer exist. I delivered an application in Java in 1996, but haven't touched Java since, except for a one day NetBeans course in 1999. I've been running Gnu/Linux since 0.95, and Unix for a dozen years before that. And let's not talk about OS/360, RT-11, Fortran 66, etc., etc.
Any and all advice is appreciated.

Install:
The current Java [SE] Development Kit (JDK)
NetBeans 6.0.1 (you'll want the full version, which includes the Mobility plugin for mobile Java enviroments)
Java Media Framework API (JMF) from here: http://java.sun.com/products/java-media/jmf/index.jsp
While the JDK will cover "regular" computer environments, you have some choices to make for Mobile and Interactive Device Technology,
as there are a number of supported devices. See here for an overview:
http://developers.sun.com/mobility/
These will build a core for what you say you want to do. As previously mentioned, do some looking around Sun webpages. A good way to do that is to click the links (APIs, Downloads, APIs, Products, Support, Training, and Participate) in the blue header on any Sun Developer Network Page

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