(The Elephants and The) - Circus by JemilyRime published on 2021-05-17T09:25:45Z A new release from human-AI band “The elephants and the”. (Yes, our band name is also AI-generated!) All band members are or have been affiliated with the Music, Science and Technology Research Cluster in the Department of Music at University of York, which is one of the best places in the world to study music in all its diverse forms. Navigate to: https://maia-suggest-2021.glitch.me to generate and listen to the midi files around which this song was built. By selecting the appropriate variety (melody, chords, drums, or bass) of the gospel/pop model, and using the seeds stated in the comments, the outputs we worked with will be recreated. Please visit our GitHub repository for more information on our process:https://github.com/mstrcyork/ai-song-contest-2021 Genre Pop Comment by JemilyRime All the sax riffs and solos were assembled from samples generated using Chris Donahue's WaveGAN model, an audio-domain adaptation of the DCGAN architecture. An audio dataset of ~2hrs' length was created by Mark Hanslip, who recorded himself playing tenor saxophone in the intended key and tempo of the eventual song, applied some audio pre-processing (data augmentation, concatenation, silence truncation, resampling, chunking), and trained a WaveGAN on a single Titan RTX for ~4 days on the resulting dataset. 2021-05-18T10:49:07Z Comment by JemilyRime Middle 8 chords: “infirm”. Melody: “Dandelion” 2021-05-17T11:30:15Z Comment by JemilyRime Chorus chords: “Bartik”. Melody: “Midnight”. 2021-05-17T11:29:40Z Comment by JemilyRime Pre-chorus melody: “for” Melody: “With”. 2021-05-17T11:29:29Z Comment by JemilyRime Verse chords: “truth”. Bass: “As”. Melody: “Blue” and “Denim” 2021-05-17T11:29:06Z