Introduction To Speech Perception Essay
INTRODUCTION TO SPEAKER RECOGNITION
1.1 INTRODUCTION
Speech communication is a natural phenomenon among human beings. The intended message is transferred from one person to another through the complex mechanisms of speech production and speech perception. Speech production begins when the intended message represented in some abstract form in the mind of the speaker is converted into neural signals. These neural signals control the human vocal system to produce an acoustic wave. This acoustic wave is successfully decoded by the speech perception mechanism of the listener to realize the intended message.
Fig
The speech production mechanism is understood better by studying the anatomical structure of the human vocal system shown in Fig.1.1. The
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_ Advancement of suitable decision logic to arrive at the choice based on the outcome got from matching.
The primary goal of the present exploration work is to build up a suitable a matching method for a text-independent speaker recognition that a speech element having Enough speaker oppressive data is the benefit capable. Another technique for matching in light of Gaussian mixture model is proposed. In the accompanying areas, a diagram of the speaker recognition issue is displayed and Figure 1.1 demonstrates a diagram of the undertaking.
1.3 Motivation
As noted before, one of the imperative stages in speaker verification is matching system. In the present work, another strategy for matching for text-independent speaker verification is proposed. It depends on Deep Neural Network (DNN). The principle inspiration deriving the advancement of this strategy is that, it has been found utilizing a point by point examination that DNNs can be utilized effectively to capture the distribution of the data points. Subsequently, they can be utilized to perform the probabilistic displaying of highlight vectors of speakers in the element (feature) space. The DNN approach for capturing the distributions has several advantages over the conventional methodologies. Some of them
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