Publication year: 2022
ISBN: CCE00058
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Songs generator app is a tool to generate lyrics, musi,and voice based on the given selected choices of users using Deep learning models. This app has multiple aims to achieve, the first aim is to generate lyrics to help a computer program capable of generating lyrics for given melodies, the deep learning model goal in this phase is to generate lyrics of the chosen mood say (happy, sad, etc. ), by training itself based on the given datasets of lyrics of various artists, but not identical to existing lyrics, it takes a sequence of words as an input and output a continuation of that sequence using our model. For the second phase, The goal of this model is to generate music by using a deep learning model that takes tokenized MIDI files as input and predicts the notes as an output the output of this model would be a midi file. For the last phase, we used a library to generate a voice that takes the output of the first model and the second model to generate a voice that is consistent with the lyrics and the music.
Subject: Computer sceince, Artificial intelligence, Machine, learning, Training, Deep, Neural, Network, LSTM, Music, Midi, Note, Melodies, Algorithm, Lyrics Generation