Experiments related to the speaker identification and verification have been conducted using acoustic parameters of Hindi Vowels obtained from the spectrographic analysis. The technique of descriminant function analysis was applied for matching reference and test patterns. The recognition scores were found to be about 90%. The results also indicate that the acoustic parameters of vowels can be used for text-independent recognition.