1. Chinese folder contains all native Mandarin speaking participant speech categorization data files. The naming convention for these files is: Auto_Tone_sub#_day1 2. English folder contains all trained English participant speech categorization data files. The naming convention for these files is: Auto_Tone_sub#_[learning phase] learning phase: nov = Novice exp = Experienced over = Overtrained ret = Retention 3. Column organization for each .csv data file: Column 1: task 1-4: ​Sound-to-category training task 5: Generalization task 6-7: Dual-task Column 2: trial Column 3: imported stimulus file Column 4: syllable (bu, di, lu, ma, mi) Column 5: speaker (male: a, b; female: h, i) Column 6: tone correct response (1, 2, 3, 4) Column 7: tone participant response (1, 2, 3, 4) Column 8: reaction time (seconds) 4. Stimuli folder contains all 40 stimuli used in the sound-to-category training task (speakers: a, i) and the 40 untrained stimuli implemented in the generalization task (speakers: b, h). The naming convention for the stimuli is: [syllable][tone]-[speaker].wav