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!
- Clone this repository
- Run
npm install - Start using
npm run
- 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.