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Google Speech Commands dataset projects

Final-year project topics built with Google Speech Commands dataset — working builds, abstracts and honest quotation pricing.

ESP32-S3 voice-controlled edge agent prototype with INMP441 MEMS microphone module, 2-channel relay board and breadboard wiring on a pure white background
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ESP32-S3 Voice-Controlled Edge Agent with tinyML Wake-Word Detection

This project builds a voice-controlled edge agent around the ESP32-S3: a tinyML wake-word model runs entirely on the chip, li...

Google Speech Commands dataset 2-channel relay module HTML · CSS · JS dashboard
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TinyML Keyword Spotting on Microcontroller — project thumbnail preview
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TinyML Keyword Spotting on Microcontroller

This project takes machine learning off the cloud and onto a microcontroller: a keyword-spotting model trained on the Google...

Python NumPy TensorFlow/Keras
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TinyML Voice Command Switch — project thumbnail preview
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TinyML Voice Command Switch

Flipping a switch by voice is the classic smart-home demo — but doing it in the cloud needs Wi-Fi, accounts and latency, and...

OLED Display ESP32 TensorFlow Lite Micro
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