Code Monkey home page Code Monkey logo

deep-lyrics-examples's Introduction

deep-lyrics-examples

We release lyrics and audio files used in the qualitative evaluation[1].

For the evaluation sets, we randomly selected four melodies from the RWC music database[2].
For each melody, we prepared four lyrics generated by the Heuristic, Lyrics-only, Fine-tuned, and Pseudo-melody models.
Moreover, to obtain an upper bound for this evaluation, we used the lyrics created by amateur human writers: we asked four native Japanese speakers to write lyrics on the evaluation melody.
One writer was a junior high school teacher of music who had experience in music composition and writing lyrics.
Three writers were graduate students with different levels of musical expertise.
Two of the three writers had experience with music composition, but none of them had experience with writing lyrics.


  • [1] Kento Watanabe, Yuichiroh Matsubayashi, Satoru Fukayama, Masataka Goto, Kentaro Inui and Tomoyasu Nakano. A Melody-conditioned Lyrics Language Model. In Proceedings of the 16th Annual Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (NAACL-HLT 2018) In Proceedings of the 3rd of International Society for Music Information Retrieval (ISMIR 2002)
  • [2] Masataka Goto, Hiroki Hashiguchi and Takuichi Nishimura and Ryuichi Oka. 2002. RWC music database: Popular, classical and jazz music databases. In Proceedings of the 3rd of International Society for Music Information Retrieval (ISMIR 2002)

deep-lyrics-examples's People

Contributors

mktstgit avatar

Watchers

James Cloos avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.