Maya Trainer

Adaptive language learning powered for serious linguists. Personalized daily vocabulary prescriptions, and listening comprehension.

Maya Trainer is an adaptive language learning application designed to optimize foreign language proficiency. Built in collaboration with DoD, Maya Trainer delivers personalized, just-in-time learning experiences that adapt to each student's unique progress. PERSONALIZED DAILY PRESCRIPTIONS Each day, Daily Mode delivers a customized set of vocabulary items tailored to you. The system combines preview items aligned with upcoming instruction and rehearsal items scheduled for optimal retention. Scheduling is powered by a a cognitive model that prioritizes vocabulary you're likely to forget — keeping you in an optimal challenge zone. SCAFFOLDED LEARNING PROGRESSION Maya Trainer progressively develops your skills through multiple interaction types: multiple choice recognition, typed keyboard recall, audio listening comprehension, passage-based reading, and full sentence translation. As you demonstrate mastery at each level, the same vocabulary appears in increasingly challenging formats — building genuine proficiency, not just surface-level recognition. LISTENING COMPREHENSION Develop auditory processing skills with native audio transcription exercises. Adjust playback speed to build listening stamina and receive similarity scoring feedback on your accuracy. READING COMPREHENSION & DLPT PRACTICE Prepare for the Defense Language Proficiency Test with competency-aligned passage exercises. Content targets five core reading skills: identifying topics, understanding facts, grasping main ideas, recognizing supporting details, and inferring meaning. PROGRESS TRACKING & ANALYTICS Stay motivated with detailed analytics including daily completion rates, weekly progress charts, and struggle word identification. The system highlights vocabulary that needs extra attention so you can focus your efforts where they matter most. ADAPTIVE ENGINE Every interaction feeds back into the system. Correctness, response time, hint usage, and learning mode all inform future prescriptions — creating a continuous feedback loop that refines your learning path over time. Grounded in established cognitive science including spaced repetition, desirable difficulty, and knowledge tracing.