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What is Hidden Markov's Model

Handbook of Research on Data Science and Cybersecurity Innovations in Industry 4.0 Technologies
The hidden Markov model is a statistical model that is mainly used for the observation of the evolution of events based on internal factors that are not directly observable. It is the foundation of many other modern-day algorithms.
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Enhancing Automatic Speech Recognition and Speech Translation Using Google Translate
S. Arun Kamaraj (Thiagarajar College of Engineering, India), M. Gautham (Thiagarajar College of Engineering, India), S. Karthikeyan (Thiagarajar College of Engineering, India), and R. Parkavi (Thiagarajar College of Engineering, India)
DOI: 10.4018/978-1-6684-8145-5.ch012
Abstract
Communication between speakers of many languages is made possible by cutting-edge technologies like spoken language translation. The process of automatically recognizing, translating speech in real life is still a particularly challenging part of spoken language translation. Because it necessitates a fundamental modification of both linguistic and non-linguistic attributes, interpreting spoken words directly from one language to another is difficult. Numerous basic modules, like Google Translate and Text-to-Speech, are capable of achieving this. This speech recognition model not only demonstrates technological proficiency, but also offers a helpful platform for those who have hearing challenges. The majority of hearing-impaired people find it difficult to communicate because they rely on lipreading or other specialized treatments and struggle to understand broad information in this modern era. For those who have hearing impairments, speech recognition software would offer a comprehensive long-term answer because live speech-to-text translations will improve their communication skills.
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