The white matter (WM) architecture of the human brain changes in response to training, though fine-grained temporal characteristics of training-induced white matter plasticity remain unexplored. We investigated white matter microstructural changes using diffusion tensor imaging at 5 different time points in 26 sighted female adults during 8-months training of tactile Braille reading. Our results show that training-induced white matter plasticity occurs both within and beyond the trained sensory modality, as reflected by fractional anisotropy (FA) increases in somatosensory and visual cortex, respectively. The observed changes followed distinct time courses, with gradual linear FA increase along the training in the somatosensory cortex and sudden visual cortex cross-modal plasticity occuring after Braille input became linguistically meaningful. WM changes observed in these areas returned to baseline after cessation of learning in line with the supply-demand model of plasticity. These results also indicate t...