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Lyrics Conditioned Neural Melody Generation ⭐ 324

Datacollect ⭐ 198

A collection of tools to collect and download various data.

Pytorch Rnn Sequence Generation Classification ⭐ 84

Lyrics and piano music generation in Pytorch

Notebooks ⭐ 78

A collection of Jupyter/IPython notebooks

Weird A.I. Yankovic neural-net based lyrics parody generator

Wasabidataset ⭐ 73

Repo for the Wasabi datasets

Huggingartists ⭐ 42

Lyrics generation with GPT2-based Transformer

Generate Thai Lyrics ⭐ 34

Generate Thai Songs' lyrics using Deep Learning

Avicii Project ⭐ 31

When Avicii died, I tried to get a new understanding of the developments in his music. It started as a research project, but ended as a unique way to visualise emotion in music. I decided to share the code I used for my analysis here. For the full story, visit the project website.

Music.generation.with.deeplearning ⭐ 27

Generating Music and Lyrics using Deep Learning via Long Short-Term Recurrent Networks (LSTMs). Implements a Char-RNN in Python using TensorFlow.

Arabicrnn ⭐ 19

The first AI-based Arabic songwriter.

Lyrics_prediciton ⭐ 18

Comparing Markov Chains with RNNs on text prediction

Spotify Song Lyric Analysis ⭐ 17

An extended analysis of the evolution of American popular music from 1960 to 2017 using data from the Billboard Year-End Hot 100 charts, lyrics scraped from the web, and Spotify audio features.

Datadata ⭐ 15

Pulling data using both the Genius API and the Spotify API I've been able to analyze Jorge Drexler's music and get some insights and visualizations on his creative process and his songs in general; both from the lyrics side and the musical theory side. Wordcount, lexical and lyrical density, sentiment analysis and analysis of musical components like tempo, time signature and key are all taken into account. Also, in the end, gloom_index is used combining both lyrics and music.

Ai Vocaloid Kit V2 ⭐ 14

Software kit that uses deep learning to generate vocaloid music (melodies and lyrics)

Billboard Hit Prediction ⭐ 14

🎶 Predicting Billboard's Year-End Hot 100 Songs using audio features from Spotify and lyrics from Musixmatch

Predict_music_taste ⭐ 14

Predict music taste based on a subset of the one million song set.

Music Mood Detection Using Text Mining On Lyrics ⭐ 13

During my undergrad, I implemented a music recommendation system based on music digital track analysis. However, it's time for me to use text mining technology on lyrics to upgrade that project. Goals: (1)build a music mood(happy or sad) classifier based on lyrics analysis (2)what words and their distributions are in different mood categories? (3)How are the key words change in songs for the recent years? Project evaluation: (1)data collection: the training data and

Gpt 2 Raps ⭐ 12

generating lyrics with GPT-2

Metal_models ⭐ 11

A collection of models to generate metal lyrics

Deep Metal ⭐ 11

NLP analysis on heavy metal lyrics and NN-based lyrics generator

Lyrics Lab ⭐ 10

CS109 Final Project

Music_by_genre_analysis ⭐ 10

Finding out if Country music really does talk about drinking more than other genres

Lyrics Generation Using Rnns ⭐ 9

Coherent / Meaningful lyrics generation using RNNs , with a dataset created by web-scraping the GENIUS website using its API.

Emotion Patterns In Music Playlists ⭐ 9

Synthetic Music Generation With Deep Neural Networks ⭐ 8

Generating music with Vector Quantized Variational Autoencoders plus Scalable Sparse Transformer: "JukeBox". Code for inzva ai projects #5.

Deep learning for lyrics.

Lyrical Sentiment Analysis ⭐ 8

Using Spotify API to obtain audio feature data and lyrics and Tableau to produce sick visualizations.

Lyrics Generation Using Bert ⭐ 7

Generating English Rock lyrics using BERT

Deep Rhyme ⭐ 6

Lyric Mood Classification ⭐ 5

UC Berkeley Masters of Information & Data Science | W266 Natural Language Processing with Deep Learning Group Project | Team: Cyprian Gascoigne, Jack Workman, Yuchen Zhang

Lyrics Classifier ⭐ 5

Predicting a song's genre from its lyrical content

Rapgenerator_gpt2 ⭐ 5

🎵Using GPT2-Chinese to generate rap lyrics🎵

Casting Neural Nets For Sea Shanties ⭐ 5

Using a recurrent neural network to write sea shanties

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