Advancements in Speech Recognition Technology: A Cutting-Edge Tool for Improved Speech Analysis and Interaction

The concept of controlling devices through voice commands has always fascinated humans, and after years of research, speech recognition systems have become widely adopted across various industries. Achieving high accuracy in voice recognition is a key focus of ongoing research, addressing factors such as background noise, linguistic and speaker diversity, vocabulary size, and domain specificity. This white paper explores the main challenges associated with developing speech recognition systems, including language classes and representations, language modeling techniques, feature extraction methods, databases, and performance evaluation. Additionally, it delineates the front-end and back-end components of the system for better comprehension and presentation. With an increasing number of people accessing the internet, a significant percentage, approximately 50% globally, face difficulties due to various impairments. These challenges go beyond data limitations and extend to actual usability issues. This paper discusses the existing problems with the website's modules, particularly in content segmentation and font accessibility for users with vision impairments. As an alternative, a continuous scrolling page format is proposed to improve information presentation and user experience.