A discrete hidden Markov model based on the multiple vector quantization codebooks is used here for speaker-dependent discrete speech recognition in Noisy Environments.

VQ (Vector Quantization) technique is widely used in text-dependent and text-independent speaker recognition systems.

In this paper, the implementation of a real-time, speaker-cooperant and Text-dependent speaker verification system is expounded in detail.