Simplest speaker amp for audio out?

Hello,
I am a relative novice in electronics who is interested in using the Daisy Seed to drive a very simple speaker. I understand the audio out pins are line level, so if I would like to send audio to a small very speaker, I would need to amplify the signal (to my understanding). For simplicity, would something like this work? With the Vout being, say, the 3.3V pin? If not, what is the simplest possible amplifier I could use to make this work? Thank you!!