{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/c-rnn-gan-continuous-recurrent-neural","title":"C-RNN-GAN: Continuous recurrent neural networks with adversarial training","arxiv_id":"1611.09904","date":"2016-11-29","proceeding":null,"authors":["Olof Mogren"],"abstract":"Generative adversarial networks have been proposed as a way of efficiently\ntraining deep generative neural networks. We propose a generative adversarial\nmodel that works on continuous sequential data, and apply it by training it on\na collection of classical music. We conclude that it generates music that\nsounds better and better as the model is trained, report statistics on\ngenerated music, and let the reader judge the quality by downloading the\ngenerated songs.","url_abs":"http://arxiv.org/abs/1611.09904v1","url_pdf":"http://arxiv.org/pdf/1611.09904v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"abstracts"},"code_links":[{"paper_slug":"c-rnn-gan-continuous-recurrent-neural","repo_url":"https://github.com/olofmogren/c-rnn-gan","is_official":1,"mentioned_in_paper":1,"mentioned_in_github":0,"framework":"tf","reach":{"status":"ok"}},{"paper_slug":"c-rnn-gan-continuous-recurrent-neural","repo_url":"https://github.com/seyedsaleh/music-generator","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"tf","reach":{"status":"ok","spdx":"MIT"}}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":"https://syntology.ai/paper/1611.09904","atlas_url":"https://app.syntology.ai/?focus=1611.09904","mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}