Wav2vec2 Large Xlsr 53 Serbian Smart Home Commands

🚀 Model Card for Model ID

This is a smart home controller simulator that receives voice commands from a microphone. It is trained to detect specific words to control the state of doors, lights, and audio in a smart home system.

🚀 Quick Start

Check out the explanation in my GitHub repository README file.

✨ Features

• Detects specific Serbian words in short audio clips to control smart home devices.
• Implements DTW check for out - of - vocabulary words.

📦 Installation

No installation steps are provided in the original document, so this section is skipped.

💻 Usage Examples

No code examples are provided in the original document, so this section is skipped.

📚 Documentation

Model Details

Model Description

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).

🔧 Technical Details

No specific technical details (more than 50 words) are provided in the original document, so this section is skipped.

📄 License

The model is released under the MIT license.