
Clear Speak
Pronunciation Evaluation and Feedback System
ClearSpeak is an interactive application designed to enhance pronunciation skills by evaluating spoken words against reference text. Using advanced speech recognition, phoneme analysis, and pitch detection, it provides detailed feedback on pronunciation accuracy and fluency.
Key Features 🔹 Speech Recognition – Transcribes user speech using the Google Speech Recognition API. 🔹 Phoneme Analysis – Converts text into phonemes and compares them to detect pronunciation errors. 🔹 Pitch Extraction – Analyzes pitch variations to assess tonal accuracy. 🔹 Similarity Scoring – Calculates how closely the user's speech matches the reference text. 🔹 Feedback Mechanism – Highlights pronunciation differences at the phoneme level with actionable insights. 🔹 Interactive UI – Built with Tkinter, ensuring a seamless and intuitive user experience. 🔹 Dataset Integration – Dynamically loads reference text and pitch data for real-time analysis.