speaker independent systems must model both interspeaker and intraspeaker variance
modeling such a wide variance may lead to poor performance for an individual speaker
speaker dependent systems tend to provide superior performance over speaker independent systems
insufficient data to train a speaker dependent system from scratch

Adaptation from a speaker independent
system to a speaker dependent system