Speech Recognition Systems for Man Machine Interaction
ISBN: 978-18-358-0000-3
Format: 15.2x22.9cm
Liczba stron: 170
Oprawa: Miękka
Wydanie: 2023 r.
Język: angielski
Dostępność: dostępny
<p>The fundamental mode of communication among humans is speech and in the case of </p><p>machine-human interface; verbal language has been believed as the natural method. When </p><p>communication with machines is carried out, it is very difficult and slow-moving in </p><p>magnitude when realized via keyboards, mouses and other devices. Thus, speech feed-in is an </p><p>important constituent to making this communication easily accessible. Also, humans see speech as a </p><p>great source of information. Therefore, persons who are not literate or have vague about computers </p><p>can easily access computers by employing speech instructions. Even people with some physical </p><p>disability who are not able to type or click with their hands can use their speech to operate the </p><p>computer. Even people who are proficient in operating computers can speed up data entry, sending </p><p>emails and other documents using the speech input methods. Furthermore, this mode of </p><p>operation possesses many advantages. For example, while driving, the hands of the driver are </p><p>busy steering the driving wheel and he cannot type on his mobile. In such a case speech </p><p>is a good input option. GPS (Global Positioning System) is an example of a speech-based </p><p>system being used. Another example is speech-enabled dialing, where the user can just ask the </p><p>device to call a particular person, without dialing his number.</p><p><br></p><p>The common and efficient means of communication among humans is through 'speech'. To process speech </p><p>means to extract useful information from it, processing includes the implementation of electric </p><p>signals on the acoustic pressure waves collected from human vocalization and applying </p><p>mathematical analysis to it. The field of processing speech involves the natural operation </p><p>of analysing speech, coding, augmentation, synthesis, and recognition. Analysis of speech is </p><p>the study of its creation mechanism to make a mathematical model of physical phenomena. </p><p>Speech coding aims to keep information about specific speech parameters for later retrieval. The </p><p>method of refining precision and quality of speech which is noisy utilises various algorithms is </p><p>recognized as speech enhancement [2]. Producing artificial human speech using coded information is </p><p>known as the synthesis of speech. The method of inverse synthesis is the capability of a program or </p><p>machine to classify the linguistic contents mixed up in the speech signal.</p><p><br></p>