Exploring speech recognition and pronunciation accuracy detection techniques: A comprehensive review
Sukhdeep Kaur, Gurjit Singh Bhathal · 2025
Recent years have seen a major advancement in speech recognition technology, opening up a variety of applications ranging from language learning aids to voice assistants. One of its essential elements is the detection of pronunciation accuracy, which is crucial for assessing spoken language, especially in speech treatment and language education. The basic ideas of voice recognition and pronunciation error detection are covered in detail in this overview, which then delves deeply into the main methods for evaluating pronunciation correctness. The study also shows useful applications in a variety of fields and goes over important assessment criteria used to measure system performance. This review seeks to establish a strong basis for upcoming developments in intelligent speech-based systems and pronunciation assessment by combining previous research and highlighting present issues.