Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box" — Never Before Heard Sounds teases "Audio style-transfer in a box"

— Tristan Whitehill

Audio style-transfer is an exciting new form of audio generation that takes the nuances from a digitized instrument signal (which it was likely trained to understand with a neural network) and then with an additional neural network will replace the old audio signal with a new sound. This new sound can also be any instrument that the computer has learned from data, but the advantage is that the method of creating the sounds is not static replication of the instrument at other pitches, it has the essence of the data and will change over time in more "natural" ways ( again as best as it can due to hardware limitations).

A perfect example of this is Magenta and Google's Tone/Transfer with breathy reeds synthesized from any recording uploaded.

Never Before Heard Sounds is a collective of creatively motivated machine learning programmers who are teasing a real-time audio application of Audio style-transfer, embedded inside of a pedal. The project utilizes a new small computer specifically for machine learning housed tightly in a lovely opaque box. Very exciting times ahead!