Use the yamnet TensorFlow model to classify live audio from a microphone and publish the predicted results to Home Assistant via MQTT
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Updated
Oct 15, 2022 - Python
Use the yamnet TensorFlow model to classify live audio from a microphone and publish the predicted results to Home Assistant via MQTT
Simple real-time Sound Event Detector based on YAMNet and pyaudio.
Yamnet model using tflite_model_maker with esc-50 dataset
Raspberry Pi application that detects music with ML, identifies it using Shazam, and shows the song information on an e-ink display
An AI-powered proctoring tool for secure online exams. Uses YOLOv5 for object detection, MTCNN for face detection, YAMNet for audio detection, and PyQt5 for the UI. Enforces fullscreen mode, disables shortcuts, and provides real-time monitoring with violation tracking. Scalable and resource-efficient.
Sound Event Detection with YAMNet on Jetson Nano
Acoustic event detection using yamnet model. Model is deployed using tensorflow serving in docker container and Flask API
PyTorch implementation of YAMNet model for audio classification
Software for Hard of Hearing
Raspberry Pi 5 security system combining real-time YOLOv8 object detection and YAMNet audio classification, with alerts via LED, alarm and email notifications.
This git repository is an implementation of three different models for accent recognition and evaluation for the language of English
Offline mic listener that detects shouting/arguments via YAMNet and auto-plays calming music. Windows + Python MVP. No recordings, no cloud. 離線偵測爭吵/尖叫並自動播放舒緩音樂的 Windows+Python MVP。不錄音、不上傳。
A Flask web app that fuses classic audio fingerprinting with YAMNet embeddings for lightning-fast, high-accuracy song recognition. Modular code handles spectrogram peak hashing, deep-learning feature extraction, and secure file uploads, all wrapped in a clean UI and built for easy extension or cloud deployment.
audio classification flask app using yamnet model.part of safe-journey app
🎶 Soothe arguments with this offline tool that uses audio analysis to trigger calming music in response to heated sounds.
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