Most of you probably already know, but Apple is hosting an event Wednesday at the Yerba Buena Center for the Arts Theater in San Francisco at 10 a.m. PDT.

September has typically been the month Apple releases new iPod hardware. The rumor mill, as it does with any Apple announcement, is running rampant. Some of the rumors include:

• An iPad with a smaller screen
• Adding iPhone 4’s “Retina” display and front-facing camera to the iPod Touch
• New iPod Shuffle or Nano
• Changes to Apple TV

The oddsmakers at Bookmaker.com are even getting in on the fun, calculating the odds of what to expect from Apple on Wednesday.

It says Apple will likely announce a revised version of the iPhone 4 (50% chance), a new iPod Nano (40%), Apple TV priced at $99 (33%), and/or a new iPod touch (28%).

We want to hear your predictions. Answer the poll below and leave your comments about what you think Apple has up its sleeve.