The culmination of Machine Learner's 2024 and early 2025 singles is finally here, featuring the latest track, "Causeway Song"!

Theta Waves is a full-length album by Machine Learner released 2025/02/28.

Theta Waves offers solid grooves, snappy compositions, and a touch of the experimental, while at times being dreamy, psychedelic, and even downbeat.

Genre-wise, the album is a mix of dreampop, shoegaze, chillwave, psychedelic rock, and electronic.

Theta Waves is built around a strong emotional and approachable core, with a sound pallete of electric guitars, vocal harmonies, electric bass, synthesizers, and lots and lots of drums and percussion.