Music Lyrics Generation NLP Tools

Tools and models for generating song lyrics and musical compositions using neural networks and language models. Includes lyric generation, music composition, and beat/melody creation. Does NOT include music analysis, lyrics analysis, music recommendation systems, or general audio processing without generative components.

There are 20 music lyrics generation tools tracked. The highest-rated is TobiasLee/Chinese-Hip-pop-Generation at 39/100 with 131 stars.

Get all 20 projects as JSON

curl "https://pt-edge.onrender.com/api/v1/datasets/quality?domain=nlp&subcategory=music-lyrics-generation&limit=20"

Open to everyone — 100 requests/day, no key needed. Get a free key for 1,000/day.

# Tool Score Tier
1 TobiasLee/Chinese-Hip-pop-Generation

Generate Chinese hip-pop lyrics using GAN
39
Emerging
2 StefanHeng/Symbolic-Music-Generation

Symbolic music generation taking inspiration from NLP and human composition process
30
Emerging
3 rojagtap/eminem_lyrics_generator

Generating Song Lyrics Using Recurrent Neural Networks
28
Experimental
4 Hongyu-Li/RapGenerator_GPT2

🎵Using GPT2-Chinese to generate rap lyrics🎵
28
Experimental
5 soumya997/Music-Generation-Using-Deep-Learning

Music Generation Using Deep Learning🎶🎵
24
Experimental
6 nandakishormpai/manglish_lyrics_generator

TinkerHub Build From Home || ML track
20
Experimental
7 dreoporto/xandly5

Xandly5 is a lyrics generator powered by Natural Language Processing using...
20
Experimental
8 TuanaCelik/what-would-mother-say

💁‍♀️ A Tweet creation Agent that fetches usernames last k tweets and...
19
Experimental
9 basil-b2s/Sithara-Music-Box

A Bidirectional LSTM Model for lyrics generation
17
Experimental
10 prosperityai/LyricsGenerator

A simple AI to generate music lyrics
17
Experimental
11 josephpcowell/cowell_proj_5

Metis Project 5: NLP and Fine-tuning GPT-2
16
Experimental
12 nbalepur/Rap-Lyric-Generator

Generating Kanye West lyrics using a LSTM network in Pytorch, deployed to a website

15
Experimental
13 LazerLambda/RapMachine

GPT-2-based Rap-Tweet-Bot
15
Experimental
14 Akash-nath29/Lirify

AI Lyrics Generator
15
Experimental
15 BarnabasG/N-gram-music-generation

An AI music generation program based on NLP N-gram techniques
12
Experimental
16 Jdka1/Drake-AI

Researching AI imitations in songwriting for artist cloning safety 🎤
12
Experimental
17 EemilAhonen/generate-eurobeat-lyrics-word-based-rnn

Natural language generator
11
Experimental
18 mmoraschini/tweeterator

TWEET genERATOR. Train a Neural Network to generate tweets.
11
Experimental
19 cognitivefactory/twitter-generation

Generation of realistic tweets using LLMs
10
Experimental
20 neil-ab/lyrics-generator-lstm

A jupyter notebook to generate song lyrics using LSTM network.

10
Experimental