Have you ever found yourself at a gathering, only to cringe as reggaeton music blares through the speakers? Fear no more! With a sprinkle of machine learning and a touch of Raspberry Pi magic, we can create a device that detects the reggaeton genre and disables Bluetooth speakers. Let’s dive into creating this innovative solution!
Parts You’ll Need
- Raspberry Pi 3
- DFRobot Oled 128×32 screen
- Push button
- BT Audio Receiver 5.0 (to test with your own BT)
- Jumper cables
Machine Learning Model
We will utilize the Edge Impulse platform to train a machine learning model that can distinctly identify the reggaeton genre. While I plan to share the `.eim` file soon, you can create an account and start developing right away!
Connections
Make sure to connect the hardware components properly:
- Oled SDA – Rpi GPIO 2
- Oled SCL – Rpi GPIO 3
- Oled VCC – Rpi VCC
- Oled GND – Rpi GND
- Button pin 1 – GPIO26
- Button pin 2 – GND
- Power supply: 5V 3A
Instructions
For detailed instructions, visit:
Understanding the Code: An Analogy
Building your reggaeton-detecting device is akin to training a dog to perform a specific trick – in this case, the trick is identifying reggaeton music. Just as you would give your dog a treat when it successfully performs the trick, the model you train also requires data (audio samples) to learn from. Essentially, you expose the model to numerous music samples, both reggaeton and other genres. The more you train it (like practicing with the dog), the better it becomes at recognizing reggaeton. Eventually, when it ‘hears’ reggaeton, it acts by sending signals to disable the connected Bluetooth speakers, just like the dog performing the trick when instructed.
Troubleshooting Ideas
If you encounter any issues, try the following:
- Ensure all connections are secure; loose wires can lead to connectivity problems.
- Recheck the GPIO pin assignments if the screen or button isn’t functioning.
- If the ML model is not detecting the music genre accurately, consider retraining the model with additional data.
- Refer to the Edge Impulse platform for community support and resources.
For more insights, updates, or to collaborate on AI development projects, stay connected with fxis.ai.
Conclusion
By following these instructions, you will have a custom-built Reggaeton Be Gone Device that ensures your perfect music environment. At fxis.ai, we believe that such advancements are crucial for the future of AI, as they enable more comprehensive and effective solutions. Our team is continually exploring new methodologies to push the envelope in artificial intelligence, ensuring that our clients benefit from the latest technological innovations.