Smart home controller simulator, receiving voice commands from a microphone. Trained to detect the words: "vrata", "svetlo", "zvuk", "otvori", "zatvori", "uključi" and "isključi" to control the state of door, lights and audio in a smart home system.

Model Details

Model Description

Developed by: Mihailo Radović
Model type: Audio Classification (Smart home controller)
Language(s) (NLP): Serbian
License: MIT
Finetuned from model: facebook/wav2vec2-large-xlsr-53

Model Sources

Repository: GitHub Repo
Demo: Streamlit App

Uses

Direct Use

Detecting a word said in a short audio clip: "vrata", "svetlo", "zvuk", "otvori", "zatvori", "uključi" and "isključi" to control the state of door, lights and audio in a smart home system.

Out-of-Scope Use

Works the best for the words that are in the dataset. For the words that are out of the vocabulary, the DTW check is implemented (see code in GitHub Repo).

How to Get Started with the Model

Check out the explaination in my GitHub repository README file.

mradovic38/wav2vec2-large-xlsr-53-serbian-smart-home-commands

Serbian smart home controller