PyTorch Implementation of VersBand(EMNLP 2025): Versatile Framework for Song Generation with Prompt-based Control

Symbolic music generation taking inspiration from NLP and human composition process

MarkMelGen is a Markov Melody Generation program that takes configuration, lyric, and example music files and creates a tune for the supplied words.

Pop-K is a small RWKV model that generates pop melodies in C major and A minor.

MelodAI is an intelligent melody generation system that learns your musical taste through feedback and creates original compositions. It combines LSTM-based neural networks with reinforcement learning (RL) and music theory to generate rhythmically and harmonically pleasing melodies.

CCMT-CPBP is a neuro-symbolic artificial intelligence system (combining machine learning and constraint programming) that generates musical melodies based on given chords while providing more control over these melodies than the base transformer.

A musical pattern generator and visualizer

Rest API to interact with magenta RNN composer from ai-duet website

Very efficient and cute GPT2-based Karaoke Melody Music AI creator and generator :) Konnichiwa !!! :)

how I achieved random sargam generation

RTTTL loader for music module

Play melody from music notes with STM32 microcontroller

🎼 Hackathon project for 2020-2021 Creative Programming and Computing Course @ Polimi MAE

AI music composer with BERT text encoder and Transformer decoder. Generates emotion-aware melodies from lyrics using hybrid DALI+Lakh MIDI datasets. Features multi-objective loss for musical coherence, autoregressive generation with temperature control, and MIDI/audio export. Production-ready PyTorch Lightning codebase.

Start your Music AI journey with a simple 2-3 layer Bi-Directional LSTMs. See what YOU can do and how it compares to big guys! :)

Play music through your PC speaker (POST Buzzer)

Harmon AI: Deep Learning based Melody Generator build using RNN & LSTM

A melody generator made using LSTM from a dataset of olden compositions.

Melody Maker is a fun, interactive web application that allows you to create melodies right in your browser. With an intuitive grid interface and simple controls, you can compose tunes quickly and easily.

This is My Melody Generator project. It is trained on German Melody dataset.