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You can use the --clock parameter in rosbag (e.g rosbag play --clock wg-cafe.bag). This way the TF buffer clears automatically on negative time.
See this as well: http://answers.ros.org/question/206748/tf_old_data-ignoring-data-from-the-past-for-frame-openni_depth_optical_frame/