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Speech signals of the letter 'zha' in Tamil language of 3 males and 3 femaleswere coded using an improved version of Linear Predictive Coding (LPC). Thesampling frequency was at 16 kHz and the bit rate was at 15450 bits per second,where the original bit rate was at 128000 bits per second with the help of wavesurfer audio tool. The output LPC cepstrum is implemented in first order threestate Hidden Markov Model(HMM) chain.

Speech Recognition of the letter 'zha' in Tamil Language using HMM