Sad Rap Lyrics Freestyle – As the beat drops and the words begin to flow, freestyle singing transforms into a pure form of artistic expression, appealing to both artist and audience. Freestyle is an improvisational style, with or without instruments, in which the lyrics, aka bars, are recited without specific subject or structure and without prior memorization.
I love hearing the unique flow, creative rhymes and most importantly the breathy lines in freestyle rap. The art form allows for a range of emotions, from light humor to serious commentary. city, and allow individuals to express themselves uniquely and powerfully. Freestyle rap has become an important part of contemporary hip-hop culture and has been used as a tool for self-expression, community building and activism. It encourages artists to tap into their creative potential, breaking down barriers and pushing the boundaries of what is possible in music.
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Freestyle rapping requires quick thinking, clever wordplay and the ability to connect ideas in a way that resonates with listeners; However, this ability can only be mastered by humans? With the rapid development in the world of natural language processing and text generation, I decided to test this question:
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The way freestyle usually works is that after one bar is given, another bar is given based on the container. for example,
The above model works for individuals who freestyle solo or in a group of friends. Due to the nature of freestyle, chat apps that create the next tab will be the ideal format for freestyle AI.
As for how to create lyrics, I look up the hottest thing on the blog right now: ChatGPT. I know that ChatGPT can write music and poetry, so I assume it can also write the next bar in freestyle. It might be possible, but the ChatGPT API isn’t available yet, so I got the next best thing: OpenAI’s latest GPT3 format, Davinci3. According to the document, this model is “the most capable GPT-3 model. Can do any work that other models can do, often with higher quality, longer output and better instructions. Also supports filling in text.” Since this model supports text completion and following commands, I decided to use it to infer the next tab.
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After I have the form and how to create the next tab, I need to choose for the user to interact with the model. I have been meaning to go into iOS development for a few months, so I You have decided to use this app as my recommendation. By having a mobile app, the app’s usability greatly increases and allows everyone to have a simple and well-designed platform to hold free meetings. I’m considering creating a web app for this project but want to prioritize the mobile version first because iOS is more appealing to me. My goal was to replicate my experience freestyling at night in my friend’s car to classic hip-hop beats.
The action plan I created from my 3 am thoughts led me in the right direction to find out what I needed to learn. I knew I had to do two things:
Let’s start with the first of two steps. OpenAI has a nice playground for playing around with different parameters and inputs to the model to see the results.
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I’ve been playing around with this for a while and getting solid results. This is the trigger that I ended up using to get the desired results. For the application:
I can create a tab from any text by entering the prompt above and adjusting some parameters available in the API; However, this does not mean that the bar is always good.
I have problems with response templates that don’t rhyme with the input, are completely off topic, take too long to create, don’t make sense in context, or repeat words from the input. This problem is partially due to the current state of GPT3, but with the help of some parameter updates and quick engineering, I avoided it for the most part.
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Going into this project, I had no experience in iOS development. Last summer, I did an internship focused on Android development, so I assumed that iOS and Android development would be similar. I’m a project oriented student, so I looked for Youtube videos on how to build basic apps on iOS. After this initial search, I realized that there is a bit of a divide in the iOS developer community about using SwiftUI or UIKit. SwiftUI is a newer framework that seems easier to use in older UIKit apps now.
I tried UIKit through CodePath’s iOS course. It is good and quite similar to Android, which I like. Then I checked SwiftUI through different Youtube tutorials. I found that SwiftUI is easier for me to create beautiful UI and has less steps than UIKit, so in the interest of time, I decided to use SwiftUI.
Once I gathered the basics of SwiftUI, I figured out what I needed to do to build this app. Basically, an app is a chat app between a user and an API. So, I need to learn how to create chat apps and how to hit API in Swift. To do this, I followed a similar tutorial. This tutorial taught me what to do. Then, I decided to put my own spin on the app. I did this by completely updating the UI, changing the functionality of the app, changing some API parameters and adding more functions to the app, such as the ability to play freestyle created and delete the current message along with many other small changes to make. My app.
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I stayed up until 6 in the morning one night to build the whole project. After that, I spent a few hours this weekend adding touches. Finish with the app. Here is an example:
This app achieves the goal of being a freestyle companion at any time that everyone can use. I have finally worked in iOS development and hope to create more apps in the future. I have yet to try GPT3 in a different context than I did before.
I like creating this app from scratch and learning two new technologies. The future of AI looks bright, and I want to take advantage of it to make more interesting apps.
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If you like reading about this project, follow me. I write about my travel construction projects like this, like predicting shoe prices, creating conspiracy theories or spotify music recommendation systems.
Feel free to reach out on LinkedIn and follow my work on GitHub. You can also see what I’m up to on my Twitter. All code for this project is available on GitHub here.
I appreciate you taking the time to check out my work, and I hope you enjoy it. Wishing you good health and good luck coming your way!
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