In this work, for melody generation, we propose a novel architecture, Three Branch Conditional (TBC) LSTM-GAN conditioned on lyrics which is composed of a LSTM-based generator and discriminator respectively. The generative model is composed of three branches of identical and independent lyrics-...
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Melody is an AI composition and lyric generator that offers endless possibilities for your creativity. It’s a tool for generating original music with highly intelligent composing and lyric-writing features, providing an exciting and surprising smart music creation experience. Whether you’re a singer...
Q8 The same for the Discriminator, what is the exact input? A sequence of triplets I guess?--- A8: The exact input of discriminator is the generated sequences of MIDI triplets which are the output of generator. Q9 Baseline model Do you ...
lyrics and melody from real training samples. We have newly added the description for addressing why GAN is used in the first paragraph of Sec.4. The discriminator loss function penalizes the discriminator for misestimating a real sample as fake or a fake sample as real, while the generator ...
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and a melody generator which utilizes at least a part of the melody represented by the supplied melody data as first melody data for the designated musical section, creates second melody data for the remaining sections other than the designated musical section based on the musical piece data set...
A Recurrent Neural Network that can learn song lyrics and their melodies and then given a melody and a few words to start with, predict the rest of the song. - GitHub - nevoit/Song-Lyrics-Generator-using-RNNs: A Recurrent Neural Network that can learn s