Building a Grammar Scoring AI with Librosa & ML | Real-Time Audio Analysis
Автор: Craze vlogs77
Загружено: 2025-04-20
Просмотров: 453
Описание:
Learn how to build a Grammar Scoring Engine that analyzes spoken audio to predict grammar quality! In this tutorial, we’ll cover:
🔹 Extracting audio features (MFCCs, Spectral Contrast, ZCR) with Librosa
🔹 Training a Random Forest Regressor for score prediction
🔹 Building an interactive web app using Streamlit
🔹 Visualizing audio waveforms, MFCC heatmaps and downloading sample csv reports.
📚 Resources: Common Voice on Kaggle
Tools Used:
Python
Librosa (Audio Processing)
scikit-learn (Machine Learning)
Streamlit (Web App)
#machinelearning #pythonprojects #nlp #aiforeducation
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