Autoeroticism
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Autoeroticism is the practice of filling one's own sexual needs without a partner. The most common form of autoeroticism is masturbation. Many people also use dildos, vibrators, anal balls, sybian machines, and other sex toys alone.
One particular practice which is often practiced alone is autoerotic asphyxiation. It is a dangerous practice, particularly when done alone.