What this means for learners
Kaliai and Atayal share 16 sounds — roughly 57% of Atayal's inventory overlaps with Kaliai. Shared sounds are ones a speaker already knows from their native language and will generally produce and perceive accurately without explicit training.
The 11 sounds found only in Atayal represent the greatest pronunciation challenge for Kaliai speakers. The adult brain tends to map unfamiliar sounds onto the closest native equivalent — a process that produces the characteristic "accent" of a second-language speaker. Learning to hear and produce these sounds as distinct requires focused ear training, not just repetition.
Conversely, Kaliai has 12 sounds not used in Atayal. Native Atayal speakers learning Kaliai will face the mirror-image challenge with these sounds.
Phoneme inventories from PHOIBLE. Data reflects one documented inventory per language; some variation exists across dialects and sources.