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Irregular neuronal activity is thought to underlie motor variability. Here the authors use a combination of modelling, neuronal recordings in singing birds and analysis of babbling vocalizations, including of human infants, to show that topographically organized inputs to a widely recurrent motor network self-organize to generate variable motor output.