1. A method for identifying a target speaker, comprising: obtaining spectral features of an audio signal; obtaining a signal-to-noise ratio for the audio signal that is based at least on the spectral features; adapting a speaker model based on the signal-to-noise ratio; and determining a likelihood that the audio signal is associated with the target speaker based on the adapted speaker model.