Add an accounts system to allow for the saving of generated songs. Such an application would allow for people who love a specific artist to create/listen to music similar to their style before waiting for a new album/track. Potentially create songs based off a specific artist to emulate their style. Coding while being sleep-deprived is a bad idea. Numerous annotations opened our eyes to another meaning of the songs. Some songs are very weird and abstract. Markov chains can be used to generate reasonable new text when given a previous text of a relatively large size. Eating over 20 brownies over the course of the hackathon. Used multi-threading to speed up the obtaining and analysis of song lines. Successfully using Markov chains to generate sensible lyrics that flow reasonably well. The WiFi was relatively slow at times which caused difficulties when obtaining song lines with the Genius API and analyzing song lines with the Watson API. In the end, we used Flask in order to integrate our back-end and front-end. Integrating front-end web interface with the Python backend. The obtaining of song lyrics with annotations took around an hour and the subsequent analysis took around thirty minutes. The Genius and IBM Watson APIs had rate limits and took relatively a long time to run. Thus, it was possible to create a Markov chain to model the text data, allowing the generation of new text (a Markov chain contained words as nodes with links to other words having varying probabilities depending on the data analyzed). This allowed for one to find all song lines related with a specific topic (the “deeper meaning” of the song was used as opposed to the “literal meaning”). Datapoints were analyzed to identify key words and concepts using the IBM Watson API. Used Genius API (an online website that contains song lyrics with annotations to explain each line) in order to obtain 5,000 annotation data points. Searches for annotations that are reliable and authentic. Uses Markov chains to create new text based off previous popular songs. Uses data from Genius (a song lyrics website) to find the deeper meaning of song lyrics in order to generate meaningful songs. Generates completely new lyrics based off a user-given topic. No longer will you be a shriveled, shivering soul. Never take a million showers a day to generate song ideas. Writing lyrics has never been so easy.īe the lyrics you want to see in the shower. This aids songwriters in creating lyrics that are the best for their song of any topic. However, Shower Thoughts generates lyrics of your choice at one click of a button. Goblette, just, for one is shorter, implies they are an object (sounding like the thing you drink out of), and isn't as flattering of a word, at least how it sounds.Inspirational lyrics can be difficult to write. So "gobliness" just doesn't sound like what they would use, if they even bothered to acknowledge a female goblin. They are usually just the "nameless evil horde of vile little vermin" that attack the protagonists. They are usually not even considered second class citizens in most fantasy worlds, and never even get described in a way that would indicate they HAVE women, or even children. One, the -ess version just sounds far too formal and complimentary, which isn't usually the opinion people have about goblins in stories. And saying those 2 words out loud, goblette just seems like the one that would end up actually being used in speech in the fantasy worlds. I just mean that it's not always used, because sometimes -ette is used instead. Oh I'm not disagreeing that -ess is a term for a female variant of some creature. I know that's more actual deep thought for a Shower Thoughts thread, but I like to think about how fictional words would actually adopt some of the things we ascribe to them, culture wise. 
Goblette, just, for one is shorter, implies they are an object (sounding like the thing you drink out of), and isn't as flattering of a word, at least how it sounds.
Click to expand.Oh I'm not disagreeing that -ess is a term for a female variant of some creature.
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