This true-time model analyzes the sign from one-guide ECG sensor to classify beats and detect irregular heartbeats ('AFIB arrhythmia'). The model is intended to have the ability to detect other sorts of anomalies which include atrial flutter, and may be consistently prolonged and enhanced. Our models are skilled using https://ambiq.ai/models/speech-enhancement-and-de-noising/