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Speech Command Detection for Smart Home
Completed
ML/AI
Feb 2024 – Jun 2024Overview
Speech command detection using kNN, Random Forest, CNN with keyword detection in longer audio.
Highlights
- •Data collection, bias checks (dialect/gender), feature analysis
- •Trained kNN/RF with GridSearchCV; CNN with W&B
- •Sliding window keyword detection + post-processing + augmentation
Tech Stack
Python
ML
CNN
Audio Processing
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