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Heart Arrhythmia Classification

Framework
Ambiq Micro

The Heart Arrhythmia Classification example model performs real-time heart arrhythmia classification using 1-lead ECG and optionally PPG. Classification can be performed on either rhythm (e.g. normal, AFIB, AFL) or beat (e.g. PAC, PVC).

Health
Time Series

Neural Network Speech

Framework
Ambiq Micro
Ambiq Micro

NN Speech (NNSP) integrates 3 neural networks, voice activitiy detection (VAD), keyword spotting (KWS) and Speech to intent (S2I).

Audio
Voice

Speech Enhancement and De-noising

Framework
Ambiq Micro
Ambiq Micro

End-to-end development and deployment reference implementation of an efficient speech enhancement and de-noising model.

Audio
Voice

Anomaly Detection

Framework
Ambiq Micro
Ambiq Micro

This EdgeImpulse-based model detects vibration-based anomalies using accelerometer sensors sampled via neuralSPOT

IIoT
Time Series
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