Doorbell.io

Audio Classifier with Tensorflow.js and ReactJS This is just a specific use case, you can train your own model and classify any sound you like!

How To Use

• Clone this repository
• Run npm install
• Start using npm run

How to Train Your Own Model

• Go to https://teachablemachine.withgoogle.com/train
• Create a new Audio Project
• Record a couple of samples for Background Noise (each of 20 seconds). Extract the samples for each recording.
• Move on to the next class (default name will be "Class 2"). Similarly record samples for the sound you want to classifiy.
• You can add more classes similarly and rename them. For better accuracy, try to record more samples for each class.
• Train the model, for at least 100 epochs.
• Export the model and upload the model to the cloud. Get the shareable link.
• Replace the current model link in AudioClassifier.js with your shareable link.
• (Optional) Change the variable tts_key for TTS.
• That's all.