EPISODE · Jul 24, 2016 · 5 MIN
Generate Rap Lyrics - Fresh Machine Learning #4
from Siraj Raval
This episode of Fresh Machine Learning is about generating rap lyrics! Lyrical generation is possible using either Hidden Markov Models or deep learning. In this episode, I go through a few past examples of what's been done before, then dive into our own example that we can code in Python. Welcome to the machine MC revolution! The demo code for this video can be found here: https://github.com/llSourcell/Rap_Lyric_Generator I created a Slack channel for us, sign up here: https://wizards.herokuapp.com/ Try it out live here: http://deepbeat.org/ I introduce three papers in this video Unsupervised Rhyme Scheme Identification in Hip Hop Lyrics Using Hidden Markov Models: http://link.springer.com/chapter/10.1007%2F978-3-642-39593-2_3 Modeling Hip Hop Challenge-Response Lyrics as Machine Translation: http://www.illc.uva.nl/LaCo/CLS/papers/wu_hiphop_itg.pdf DopeLearning: A Computational Approach to Rap Lyrics Generation: http://arxiv.org/abs/1505.04771 More info about Hidden Markov Models: https://www.youtube.com/watch?v=TPRoLreU9lA https://www.quora.com/What-is-a-simple-explanation-of-the-Hidden-Markov-Model-algorithm http://www.developerstation.org/2011/11/hidden-markov-models-for-dummies.html I love you guys! Thanks for watching my videos, I do it for you. I left my awesome job at Twilio and I'm doing this full time now. I recently created a Patreon page. If you like my videos, feel free to help support my effort here!: https://www.patreon.com/user?ty=h&u=3191693 Much more to come so please subscribe, like, and comment. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
What this episode covers
This episode of Fresh Machine Learning is about generating rap lyrics! Lyrical generation is possible using either Hidden Markov Models or deep learning. In this episode, I go through a few past examples of what's been done before, then dive into our own example that we can code in Python. Welcome to the machine MC revolution! The demo code for this video can be found here: https://github.com/llSourcell/Rap_Lyric_Generator I created a Slack channel for us, sign up here: https://wizards.herokuapp.com/ Try it out live here: http://deepbeat.org/ I introduce three papers in this video Unsupervised Rhyme Scheme Identification in Hip Hop Lyrics Using Hidden Markov Models: http://link.springer.com/chapter/10.1007%2F978-3-642-39593-2_3 Modeling Hip Hop Challenge-Response Lyrics as Machine Translation: http://www.illc.uva.nl/LaCo/CLS/papers/wu_hiphop_itg.pdf DopeLearning: A Computational Approach to Rap Lyrics Generation: http://arxiv.org/abs/1505.04771 More info about Hidden Markov Models: https://www.youtube.com/watch?v=TPRoLreU9lA https://www.quora.com/What-is-a-simple-explanation-of-the-Hidden-Markov-Model-algorithm http://www.developerstation.org/2011/11/hidden-markov-models-for-dummies.html I love you guys! Thanks for watching my videos, I do it for you. I left my awesome job at Twilio and I'm doing this full time now. I recently created a Patreon page. If you like my videos, feel free to help support my effort here!: https://www.patreon.com/user?ty=h&u=3191693 Much more to come so please subscribe, like, and comment. Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/
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Generate Rap Lyrics - Fresh Machine Learning #4
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