9th International Conference on ICT for Sustainable Development

Authors - V. Rajeshram, Abishek R, Ajay Vishwa R, Hemandh M S
Abstract - Automatic Pronunciation analysis (APA) is an innovative language learning tool designed to revolutionize the way individuals acquire and perfect their pronunciation skills. Built upon advanced speech recognition and machine learning technologies, offers a real-time, personalized, and effective solution for learners of all levels. This groundbreaking system operates by capturing the user's spoken language input and meticulously analyzing it in comparison to the desired target pronunciation. Leveraging deep neural networks, acoustic modelling, and phonetic analysis, then can swiftly identify and assess pronunciation errors, enabling users to pinpoint areas of improvement. The APA provides immediate, constructive feedback, highlighting specific mispronunciations and offering visual representations for enhanced learning. Key features of the APA include its adaptability to a wide range of languages and dialects, making it a versatile tool for learners from diverse linguistic backgrounds. It can be integrated seamlessly into language learning applications, e-learning platforms, or used as a standalone tool for self-improvement or by educators and speech therapists. In this survey, explore the APA's architecture, capabilities, and its transformative potential in the realm of language learning and education.