Learn Piano with BACh: An Adaptive Learning Interface that Adjusts Task Difficulty Based on Brain State.

Chang, Remco.

Yuksel, Beste F.

Oleson, Kurt B.

Harrison, Lane T.

Peck, Evan M.

Afergan, Daniel.

Jacob, Robert J. K.


  • We present Brain Automated Chorales (BACh), an adaptive brain-computer system that dynamically increases the levels of difficulty in a musical learning task based on pianists' cognitive workload measured by functional near-infrared spectroscopy. As users' cognitive workload fell below a certain threshold, suggesting that they had mastered the material and could handle more cognitive information, ... read more
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  • Yuksel, Beste F., Kurt B. Oleson, Lane Harrison, Evan M. Peck, Daniel Afergan, Remco Chang, and Robert JK Jacob. "Learn Piano with BACh." Proceedings of the 2016 CHI Conference on Human Factors in Computing Systems - CHI '16 (2016). doi:10.1145/2858036.2858388.
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