The tube is the case vent. Fluid leakage from the vent tube may be caused by an internal pressure leak from the pump (gasket, cross-channel leak, pump distortion, debris caught in the lap-fit joints, etc). Take it to a trusted transmission shop for evaluation. At some point the trans will probably need to come out.