It's most crucial method of transferring data is interaction. Speech is the most common way of data exchange. According to with linguistic survey, there are 179 languages and 544 dialects spoken in India. Current India has 18 scheduled dialects and several unscheduled languages. The primary goal of this paper is to give a thorough comparative evaluation of the relevant research on automated speech recognition. We observe potential prospects, problems, and methodologies, as well as locate, evaluate, and synthesize data from research in order to give empirical responses to scientific concerns. The survey was done by using appropriate research publications period between 2010 and 2021. The goal of this comprehensive examination is to synthesize the current best research on automated speech recognition by combining the findings of several investigations.
A biometric system is important to a pattern recognition system that operates by acquiring biometric data from an individual, extracting a feature set from the acquired data, and comparing this feature set against the template set in the database. Multimodal biometric systems are becoming more popular; Fingerprint recognition is the most popular physiological characteristic used to identify a person in biometric systems, because of feasibility, permanence, distinctiveness, reliability, accuracy, and acceptability Signature recognition is the most popular behavioral characteristic used in biometric systems. Thus, we believe that the combination of these two methods will have a reliable and accurate result. We propose a weighted fusion scheme, which transforms the scores into a common range, assigned weights and combines them, giving the final fused score.
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