The document outlines a stochastic approach to modeling warm inflation that accounts for both quantum and thermal fluctuations. It presents the Langevin-like equation of motion for the inflaton field that includes dissipation and thermal noise terms. Solutions to this equation are used to derive explicit expressions for the power spectra of density fluctuations due to thermal and quantum contributions. Results show that the model recovers cold inflation in the zero-temperature limit and warm inflation in the strong dissipation limit. Thermal fluctuations are also shown to make inflation models with steeper potentials compatible with observational constraints.