Lyrics generation with GPT2-based Transformer

Overview

HuggingArtists - Train a model to generate lyrics

Create AI-Artist in just 5 minutes!

🚀 Run the demo notebook to train

🚀 Run the GUI demo to test

Disclaimer: this project is not to be used to publish any false generated information or unpleasant words but to perform research on Natural Language Generation.

How to use

Just to generate without training, use Spaces with Streamlit. Open in Streamlit

To train with the demo, click on below link and share your results!

Open In Colab

You can also use it locally by installing the dependencies with pipenv or pip and use huggingartists-demo.ipynb

Results

There are some interesting lyrics. Contact me to add your results:

Eminem:

I am a bit of a nutter
Like a fucking crazy nut
But I just wanted to break and get a little more serious, so be patient
I dont think I need no medical attention
But I do know that these niggas gonna be in my prayers
And they say Im a nutter
Like a fucking crazy nut
But I love you
I am a nutter
Like a fuckin nutter
But I feel like the greatest that I can be
With your body and your spirits
But I dont know how I will act
When I finally get out
And I get pissed off
Ill be right back at ya with the first one on the floor
But I aint ever gonna get the respect youve been getting
And Im a nutter...
I am bipolar while I’m rhyming, bipolar while I am hate
When I’m rhyming, I may seem a little bit crazy
But the thing’s with these rhymes that I pick
I stick to the syllable ç unless it’s on a syllable
Bread is full of charmin I am thinkin all of the garbage
Hear the bass line and ya hear the bass line
But hip hop is what makes’em songs
I try to describe how I’m gettin’ em all, but I’m lazy
When I’m rapin on a song, I’m just making it
If I don’t got the right, In my mind...

Drake:

I am never livin the life that I never lived
I walk around with my Glock 9
And lay down with my feet up
This is my house, bitch
Welcome to Detroit, this is my city
Ive made it all my people proud
I even sold my house down
To get a possible placement as a burnt pit
My little girl, she should ntroller
Wanna flip sometimes on the upside
But its hard to hold a grudge, I dont bite
I say my wholehearted, prayer is my heart
I pray for you when Im gone, but I gotta leave you in peace
That we did not plan to be seeing each other, well
We did plan to be seeing each other, well
And if you ever need anything, I...

Check existing:

Features:

  • Generate lyrics by a specific artist
  • Automatically upload models and datasets to HuggingFace Profile after each run
  • Parse dataset once and use it next time without spending time
  • Each next run by any person will resume training from last checkpoint
  • Training and results are automatically logged into W&B through the HuggingFace integration

About

Built by Aleksey Korshuk

Follow

Follow

Follow

🚀 If you want to contribute to this project OR create something cool together — contact me: link

Star this repository:

GitHub stars

Resources

Got questions about W&B?

If you have any questions about using W&B to track your model performance and predictions, please reach out to the slack community.

this repository has datasets containing information of Uber pickups in NYC from April 2014 to September 2014 and January to June 2015. data Analysis , virtualization and some insights are gathered here

uber-pickups-analysis Data Source: https://www.kaggle.com/fivethirtyeight/uber-pickups-in-new-york-city Information about data set The dataset contain

1 Nov 02, 2021
SDL: Synthetic Document Layout dataset

SDL is the project that synthesizes document images. It facilitates multiple-level labeling on document images and can generate in multiple languages.

Sơn Nguyễn 0 Oct 07, 2021
In this project, we aim to achieve the task of predicting emojis from tweets. We aim to investigate the relationship between words and emojis.

Making Emojis More Predictable by Karan Abrol, Karanjot Singh and Pritish Wadhwa, Natural Language Processing (CSE546) under the guidance of Dr. Shad

Karanjot Singh 2 Jan 17, 2022
C.J. Hutto 3.8k Dec 30, 2022
GSoC'2021 | TensorFlow implementation of Wav2Vec2

GSoC'2021 | TensorFlow implementation of Wav2Vec2

Vasudev Gupta 73 Nov 28, 2022
Fine-tuning scripts for evaluating transformer-based models on KLEJ benchmark.

The KLEJ Benchmark Baselines The KLEJ benchmark (Kompleksowa Lista Ewaluacji Językowych) is a set of nine evaluation tasks for the Polish language und

Allegro Tech 17 Oct 18, 2022
Simple python code to fix your combo list by removing any text after a separator or removing duplicate combos

Combo List Fixer A simple python code to fix your combo list by removing any text after a separator or removing duplicate combos Removing any text aft

Hamidreza Dehghan 3 Dec 05, 2022
ACL'22: Structured Pruning Learns Compact and Accurate Models

☕ CoFiPruning: Structured Pruning Learns Compact and Accurate Models This repository contains the code and pruned models for our ACL'22 paper Structur

Princeton Natural Language Processing 130 Jan 04, 2023
Blackstone is a spaCy model and library for processing long-form, unstructured legal text

Blackstone Blackstone is a spaCy model and library for processing long-form, unstructured legal text. Blackstone is an experimental research project f

ICLR&D 579 Jan 08, 2023
PyTorch implementation and pretrained models for XCiT models. See XCiT: Cross-Covariance Image Transformer

Cross-Covariance Image Transformer (XCiT) PyTorch implementation and pretrained models for XCiT models. See XCiT: Cross-Covariance Image Transformer L

Facebook Research 605 Jan 02, 2023
The source code of "Language Models are Few-shot Multilingual Learners" (MRL @ EMNLP 2021)

Language Models are Few-shot Multilingual Learners Paper This is the source code of the paper [Arxiv] [ACL Anthology]: This code has been written usin

Genta Indra Winata 45 Nov 21, 2022
Journey is a NLP-Powered Developer assistant

Journey Journey is a NLP-Powered Developer assistant Using on the powerful Natural Language Processing library Mindmeld, this projects aims to assist

Christian Eilers 21 Dec 11, 2022
LUKE -- Language Understanding with Knowledge-based Embeddings

LUKE (Language Understanding with Knowledge-based Embeddings) is a new pre-trained contextualized representation of words and entities based on transf

Studio Ousia 587 Dec 30, 2022
Open-Source Toolkit for End-to-End Speech Recognition leveraging PyTorch-Lightning and Hydra.

🤗 Contributing to OpenSpeech 🤗 OpenSpeech provides reference implementations of various ASR modeling papers and three languages recipe to perform ta

Openspeech TEAM 513 Jan 03, 2023
Learning to Rewrite for Non-Autoregressive Neural Machine Translation

RewriteNAT This repo provides the code for reproducing our proposed RewriteNAT in EMNLP 2021 paper entitled "Learning to Rewrite for Non-Autoregressiv

Xinwei Geng 20 Dec 25, 2022
novel deep learning research works with PaddlePaddle

Research 发布基于飞桨的前沿研究工作,包括CV、NLP、KG、STDM等领域的顶会论文和比赛冠军模型。 目录 计算机视觉(Computer Vision) 自然语言处理(Natrual Language Processing) 知识图谱(Knowledge Graph) 时空数据挖掘(Spa

1.5k Jan 03, 2023
Stanford CoreNLP provides a set of natural language analysis tools written in Java

Stanford CoreNLP Stanford CoreNLP provides a set of natural language analysis tools written in Java. It can take raw human language text input and giv

Stanford NLP 8.8k Jan 07, 2023
A Python script that compares files in directories

compare-files A Python script that compares files in different directories, this is similar to the command filecmp.cmp(f1, f2). I made this script in

Colvin 1 Oct 15, 2021
Artificial Conversational Entity for queries in Eulogio "Amang" Rodriguez Institute of Science and Technology (EARIST)

🤖 Coeus - EARIST A.C.E 💬 Coeus is an Artificial Conversational Entity for queries in Eulogio "Amang" Rodriguez Institute of Science and Technology,

Dids Irwyn Reyes 3 Oct 14, 2022
OpenAI CLIP text encoders for multiple languages!

Multilingual-CLIP OpenAI CLIP text encoders for any language Colab Notebook · Pre-trained Models · Report Bug Overview OpenAI recently released the pa

Fredrik Carlsson 481 Dec 30, 2022