• A system that may generate lyrics for dwell instrumental music

    Overview of the LyricJam mannequin. In Stage 1, the researchers skilled a spectrogram variational autoencoder (VAE) to be taught audio representations. In Stage 2, they skilled a conditional VAE (CVAE) to be taught the representations of lyrics conditioned on their corresponding audio clips. Lastly, in Stage 3, an alignment mannequin primarily based on generative adversarial community (GAN) was skilled to align lyrics and audio representations. At inference time, a music audio clip recorded in real-time is transformed right into a spectrogram, which the mannequin makes use of to generate new lyrics matching the music. Credit score: Vechtomova, Sahu & Kumar. Over the previous few many years, pc scientists have developed…