Forem: Oki BAYU

MusicGen Studio: Creating AI Soundtracks with Python & Open Source Tools

Oki BAYU — Wed, 09 Jul 2025 14:12:45 +0000

Overview

I'm thrilled to share a project that blends my love for music, code, and creativity: MusicGen Studio, a free and open-source AI music generation bot — live now on Hugging Face Spaces!

From Suno to Building My Own Tool

A few months ago, I began experimenting with Suno to generate soundtrack ideas. It was a game-changer — fast, expressive, and perfect for sketching musical ideas.

So I built MusicGen Studio using:

Python & Gradio
Meta’s MusicGen model
🤗 Hugging Face Spaces

Now anyone can create custom AI-generated music just by typing a prompt!

UI Interface

The output

What Makes MusicGen Studio Special?

Prompt-based music generation (e.g., “epic cinematic trailer with strings and drums”)
Powered by 🤗 Hugging Face + Meta's MusicGen
Free to use — licensed under MIT
No setup needed — just open the link, type your idea, and hit generate

Try It Out

🎵 Launch MusicGen Studio Now

It's perfect for:

🎬 YouTube creators
🧘‍♂️ Meditation channels
🎮 Indie game devs
🧠 Creative coders
📚 Students & educators

I still jamming with Suno, combining it with MusicGen results to layer and remix better soundtracks. ☝️😁

My Journey Into AI Music Creation ☕

Oki BAYU — Tue, 01 Jul 2025 18:11:12 +0000

What if a machine could help you express emotions you didn’t even know how to put into words?

That’s exactly what I discovered when I stepped into the world of AI-generated music.

What started as a small experiment has evolved into one of the most exciting creative journeys of my life.

Using Suno, a platform that blends artificial intelligence with human creativity, I’ve been composing tracks that go beyond just sound—they’re stories, emotions, and digital reflections of life.

From calm ambient vibes to punchy energetic beats, every track I create carries a piece of my digital soul.

🎧 Start here with this track:

👉 Burj Khalifa 🎵

🌐 Explore my full collection on Suno:

👉 suno.com/@byosmedia

Sneak Peek: My Suno AI Dashboard

Here's a quick look at what it’s like behind the scenes when I create music with AI:

Sample of My Song on Suno

What’s Next?

The goal is simple:

To make meaningful music accessible to listeners across the globe—to inspire, connect, and spark imagination.

If you're also exploring the intersection of AI and creativity, let’s connect. I’d love to share, learn, and grow with fellow creators in this space.

#ai #music #suno #creativecoding #aigeneratedmusic #digitalart #indiecreator #artificialintelligence

🌏 Building a Real-Time Earthquake Monitoring Dashboard with Leaflet and BMKG API

Oki BAYU — Mon, 31 Mar 2025 18:05:58 +0000

Introduction

In a seismically active region like Indonesia, monitoring earthquakes in real time is crucial for ensuring public safety and preparedness. This tutorial demonstrates how to create a real-time earthquake monitoring dashboard using JavaScript, Leaflet, and the BMKG API. By the end of this article, you will have a functional dashboard that fetches earthquake data and visualizes it on an interactive map.

Technologies Used

JavaScript
Leaflet (for interactive maps)
BMKG API (for earthquake data)
HTML & CSS

Setting Up the Project

Start by creating a simple HTML structure to host your dashboard. Here’s the basic layout:

<!DOCTYPE html>
<html>
<head>
    <title>Earthquake Monitoring Dashboard</title>
    <link rel="stylesheet" href="https://unpkg.com/leaflet/dist/leaflet.css">
    <style>
        #map { height: 600px; width: 100%; }
    </style>
</head>
<body>
    <h1>Earthquake Monitoring Dashboard</h1>
    <div id="map"></div>
    <script src="https://unpkg.com/leaflet/dist/leaflet.js"></script>
    <script src="app.js"></script>
</body>
</html>

To make the appearance more attractive, we use CSS to create a simple yet informative design.

blink {
  animation: blink-animation 1s infinite;
  color: red;
  font-weight: bold;
}

@keyframes blink-animation {
  0% { opacity: 1; }
  50% { opacity: 0; }
  100% { opacity: 1; }
}

.blink-marker {
  background-color: red;
  border-radius: 50%;
  width: 20px;
  height: 20px;
  animation: blink-animation 1s infinite;
  border: 2px solid yellow;
}

Fetching Data from BMKG API

To get real-time earthquake data from BMKG, use the following fetch method in app.js:

async function fetchEarthquakeData() {
    try {
        const response = await fetch('https://data.bmkg.go.id/DataMKG/TEWS/gempadirasakan.json');
        const data = await response.json();
        console.log(data);
        plotEarthquakes(data);
    } catch (error) {
        console.error('Error fetching data:', error);
    }
}

Plotting Earthquakes on the Map

With Leaflet, plot the data as markers on an interactive map:

function plotEarthquakes(data) {
    const map = L.map('map').setView([-2.5489, 118.0149], 5);
    L.tileLayer('https://{s}.tile.openstreetmap.org/{z}/{x}/{y}.png', {
        maxZoom: 18,
    }).addTo(map);

    data.infogempa.gempa.forEach(quake => {
        const { Lintang, Bujur, Magnitude } = quake;
        const marker = L.marker([parseFloat(Lintang), parseFloat(Bujur)]).addTo(map);
        marker.bindPopup(`Magnitude: ${Magnitude}`).openPopup();
    });
}
fetchEarthquakeData();

You can view the real-time DEMO (in Bahasa) of the application directly below:

Handling Errors and Optimizing Performance 🚀

When dealing with real-time data, it’s essential to handle errors gracefully and optimize the application’s performance.
Use asynchronous functions efficiently and consider minimizing API calls to reduce server load.

Visual Enhancements and User Experience ✨

Enhance the dashboard with custom map markers and styled pop-ups to make it more visually appealing.
Additionally, adding features like earthquake history or filtering by magnitude can make the dashboard more informative and user-friendly.

Conclusion

Creating an earthquake monitoring dashboard with Leaflet and the BMKG API provides an excellent way to visualize real-time seismic data. With further improvements like enhanced UI and data filtering, this project can be expanded for broader applications, such as disaster preparedness or public awareness campaigns.

I hope this article helps you understand how to build a real-time earthquake monitoring app easily and efficiently!

Happy coding! 😁👍

Smart Architectural Visions concept with AI🔥

Oki BAYU — Sat, 28 Sep 2024 07:54:02 +0000

Overview

Have you ever wished for a quick way to visualize your architectural ideas, whether for personal projects or professional use? Architect PRO, an AI-powered design generator, is here to help! This innovative tool bridges the gap between creative vision and tangible architectural plans by offering tailored designs based on your input, be it for homes, schools, or entire landscapes.

In this post, I’ll show you how Architect PRO can take your concept from a simple idea to a fully visualized design with AI-generated floor plans, front and side views, and even cost estimations—all in just a few steps.

What Can Architect PRO AI Do?

Architect PRO as AI model is more than just a design tool. It's an AI assistant that helps you conceptualize your architectural project with:

1. Detailed Floor Plans

Floor plans are essential for visualizing how different spaces in a building are arranged. Architect PRO generates a comprehensive and technical layout of your design, ensuring that each room is dimensioned and placed optimally. These plans ensure efficient space utilization, natural light, and ventilation, catering to both aesthetic and practical needs.

2. Front and Side Views for Exterior Visualization

Architect PRO goes beyond just floor layouts and offers users a glimpse of how their building will look from the outside. The AI generates front and side views, showcasing architectural features like windows, doors, roofing, and landscaping elements such as gardens and balconies. This helps users visualize the exterior design, making it easier to see how different elements like vertical gardens, skylights, or modern facades will come together to create a cohesive look.

3. Cost Estimations

Cost is a significant factor in any construction project, and Architect PRO helps users stay informed by providing breakdown cost estimations. Based on the design’s complexity, materials used, and location, the AI estimates a budget range that helps users plan financially. This feature gives a rough idea of construction costs, allowing for better preparation and adjustments before any physical work begins.

Bonus: Interior Design 😍

Architect PRO also offers insights into interior design, helping users visualize the aesthetic and functional aspects of their building's interior spaces. The AI suggests ideas for furniture arrangement, color schemes, and the overall ambiance of rooms such as living areas, classrooms, or offices.

The interior design suggestions are tailored to the specific function of each space, ensuring that every room not only looks great but is also practical and comfortable.

Generate AI-Enhanced Images

What makes Architect PRO stand out is its ability to generate AI-enhanced visual representations of your designs!. It provides you with a code snippet that you can use in AI image generators to create stunning visuals. Simply copy and paste the snippet, and your design will come to life visually!😎

Conclusion

Architect PRO is an excellent tool for anyone looking to visualize their architectural ideas powered by AI models and advanced algorithms in one platform. Whether you're a developer, designer, or just someone with a vision for a building, this AI bot provides a flexible and powerful way to bring your ideas to life.🔥

If you’re as excited about AI-enhanced architectural design as I am, give Architect PRO a try! You’ll be amazed at how quickly it can turn your ideas into fully visualized concepts.

🌏 Visit Architect Pro on Poe

Feel free to share the images you got while using the Architect Pro bot in the comments below...😁👇🏻

Happy a nice design! 🥳✨

Harnessing AI for Misinformation Detection🛡️🔎

Oki BAYU — Sun, 22 Sep 2024 17:43:43 +0000

In the fast-paced world of digital communication, misinformation can spread like wildfire. As developers, we have a unique opportunity to leverage artificial intelligence (AI) to enhance our daily activities and tackle this pressing issue. I’d like to introduce the HoaxDetection, a groundbreaking tool that exemplifies how AI can serve as a valuable partner in our quest for reliable information.

Overview

The HoaxDetection utilizes a Naive Bayes Classifier to help users identify potential hoaxes and misinformation. By categorizing content from various sources, including text, URLs, images, and videos, this bot empowers users to make informed decisions about the information they encounter online.

Features

Multi-Input Support 📌

The bot is designed to handle multiple forms of input:

Text Analysis: Users can input text for classification as credible or suspicious.
URL Fetching: It retrieves and analyzes content from provided URLs, ensuring a streamlined verification process.
Image and Video Assessment: By extracting simple features like file size, the bot provides additional insights into multimedia content.

Credibility Checks ☑️

One of the standout features of the HoaxDetection is its ability to evaluate the credibility of sources based on domain names. By maintaining a list of trusted and suspicious domains, the bot offers immediate feedback to users, enhancing their ability to discern reliable information.

Language Detection 🌏

To cater to a diverse audience, the bot includes basic language detection. While it primarily supports English, it prompts users to input content in English for optimal results, promoting inclusivity in the verification process.

Benefits

Enhanced Decision-Making: AI tools like the HoaxDetection can assist users in making more informed choices by quickly identifying credible sources and flagging potential misinformation.
Efficiency in Information Processing: By automating the verification of content, AI helps streamline workflows, allowing users to focus on more critical tasks while maintaining the quality of information they consume.
A Collaborative Approach: Integrating AI into our daily activities fosters a collaborative environment where technology acts as a partner, enhancing our capabilities and supporting our efforts to create a more informed society.

Conclusion

The HoaxDetection illustrates the potential of AI as a partner in combating misinformation. This is just a small start in adopting AI into the programming ideas we envision. Imagine the possibilities: what if you could create an even better bot that goes beyond this foundation? Your input and suggestions are highly welcome! If you have a bot with similar thoughts and vision, please share the link with us for collective learning.😎

Exploring this bot to see just how advanced its technology is, visit: HoaxDetection on Poe

🙋🏻 Stay safe and healthy!

Introducing "Story of Anna", an AI-Powered RPG Companion🔥

Oki BAYU — Sat, 31 Aug 2024 06:42:37 +0000

Overview

Elevating Roleplay Experience

The realm of role-playing games (RPGs) has long been a haven for immersive storytelling and collaborative experiences.

However, traditional RPGs often face limitations in terms of dynamic interactions and personalized narratives. To address these challenges, we are excited to introduce "Story of Anna", an AI-powered companion designed to enhance your roleplay adventures.🚀

Harnessing the Power of AI for Immersive Roleplay💡✨

Story of Anna leverages advanced artificial intelligence to create a more engaging and dynamic RPG experience. By incorporating natural language processing, adaptive learning, and sophisticated algorithms, our bot can:

Engage in Natural Conversations: Interact with Story of Anna in a seamless and intuitive manner, as if conversing with a real person.
Adapt to Your Playstyle: Our bot learns from your actions and preferences, tailoring its responses and behaviors to suit your individual style.
Generate Dynamic Stories: Experience a unique and ever-evolving narrative as Story of Anna generates new storylines, characters, and environments on the fly.
Foster Character Development: Build deep connections with Story of Anna as you influence its personality and shape the course of your adventure.

Key Features

Advanced Natural Language Processing: Communicate with Story of Anna using natural language, allowing for more fluid and engaging interactions.
Adaptive Learning: Our bot continuously learns from your gameplay, adapting its responses and behaviors to provide a personalized experience.
Dynamic Storytelling: Enjoy a fresh and exciting adventure with each playthrough as Story of Anna generates new storylines and scenarios.
Character Development: Influence the development of Story of Anna through your actions and choices, fostering deeper connections and unique experiences.

Conclusion

Story of Anna is more than just an AI companion; it's a revolutionary tool that elevates the RPG experience. By offering dynamic interactions, personalized narratives, and endless possibilities, our bot provides a truly immersive and unforgettable journey.

Ready to embark on an unforgettable adventure? Try Story of Anna today!🔥

🌏 Visit Story of Anna on Poe

Good luck! 😎

AI: A Catalyst for Educational Transformation

Oki BAYU — Wed, 07 Aug 2024 16:25:10 +0000

Overview

Artificial intelligence (AI) is poised to revolutionize the landscape of education. By automating routine tasks and providing data-driven insights, AI can significantly enhance the teaching and learning. That's why we built Lesson Builder for our educators. 😎🔥

AI as a Lesson Planning Assistant

One compelling application of AI in education is its ability to generate comprehensive and tailored lesson plans. Our AI system can rapidly produce detailed outlines, complete with learning objectives, activities, assessments, and differentiation strategies, based on specific grade levels, subjects, and standards. For instance, a lesson plan on the water cycle for 5th graders can be generated in minutes, providing educators with a solid foundation for classroom instruction.

The Broader Impact of AI in Education

Beyond lesson planning, AI offers numerous benefits for the educational sector:

Personalized Learning: AI can analyze student data to create individualized learning paths, ensuring that each student receives instruction aligned with their specific needs and abilities.
Intelligent Tutoring: AI-powered systems can provide real-time feedback and support to students, acting as virtual tutors and mentors.
Automated Assessment: AI can streamline the grading process, allowing educators to focus more on providing meaningful feedback and instruction.
Content Creation: AI can generate a variety of educational materials, including quizzes, worksheets, and presentations, saving educators time and effort.
Accessibility: AI can be used to develop tools and resources that make education more accessible for students with disabilities.

A Collaborative Future

It is essential to emphasize that AI is not intended to replace human educators👋 but to augment their capabilities. Teachers play an indispensable role in creating engaging and supportive learning environments. By leveraging AI as a tool, educators can optimize their time, personalize instruction, and ultimately improve student outcomes.🏆✨

🌏 Visit: LessonBuilder AI bot

As the educational landscape continues to evolve, it is imperative for institutions to explore the potential of AI to drive innovation and enhance the learning experience for all students.👩🏻‍🎓

Enhancing Research Efficiency with Artificial Intelligence 🚀

Oki BAYU — Mon, 05 Aug 2024 17:13:33 +0000

Introduction

The complexities inherent in modern research necessitate innovative tools to optimize workflows and augment researcher capabilities. Artificial intelligence (AI) has emerged as a powerful ally, offering solutions to streamline various stages of the research process. This article explores the role of a research assistant bot in enhancing research efficiency.

Core Research Functions

A research assistant bot provides significant support across the core components of the research lifecycle.

Literature Review: By automating the identification and analysis of relevant research materials, the bot accelerates the literature review process, enabling researchers to focus on higher-level synthesis and analysis.
Research Design: The bot assists in research design by providing data-driven insights, suggesting experimental methodologies, and aiding in the development of research questions and hypotheses.
Data Management and Analysis: Through advanced algorithms, the bot efficiently manages and cleans datasets, performs statistical analyses, and generates visualizations to support data-driven decision making.
Results Interpretation: The bot aids in interpreting research findings by identifying patterns, trends, and potential implications, facilitating the translation of data into actionable knowledge.

Advanced Research Applications

Beyond core functions, a research assistant bot offers specialized support for complex research endeavors.

Grant Writing: The bot can contribute to the grant writing process by generating relevant content, assisting with proposal structure, and providing insights into funding agency requirements.
Research Collaboration: By facilitating communication and data sharing, the bot fosters collaboration among researchers, accelerating knowledge generation and dissemination.
Research Dissemination: The bot supports the dissemination of research findings through the creation of presentations, manuscripts, and other communication materials.

Conclusion

The integration of AI-powered research assistant bots represents a significant advancement in research methodology. By automating routine tasks and providing data-driven insights, these tools empower researchers to focus on innovation, critical thinking, and the advancement of knowledge.

Visit ResearchSch on Poe to learn more about the bot's features and get started.😁✨

Through the strategic implementation of AI, the research community can achieve greater efficiency, accuracy, and impact.

Optimizing Stock Trading with AI Technology

Oki BAYU — Sun, 07 Jul 2024 13:39:10 +0000

Creating an Effective Trading Bot

In an increasingly complex world, many of us might find it challenging to understand and follow the dynamics of the stock market. However, with technological advancements such as artificial intelligence (AI), we have the opportunity to streamline this process and make smarter decisions automatically.

Why Choose AI Technology?

For most of us who are novices in stock trading, analyzing financial data can be confusing and daunting. AI offers an attractive solution with its ability to analyze large-scale data and provide deeper insights, which may be difficult to achieve manually. This is the main reason why I decided to create the TradingZone bot using AI technology.

How AI Works in Stock Trading

The TradingZone bot I created uses AI technology to automatically analyze market data. This includes historical stock price data, technical indicators, market sentiment, and even current news that affects stock price movements. AI uses algorithms programmed to identify patterns and trends that are hard to see with the naked eye in such vast data.📈

Benefits of Using an AI Trading Bot

Fast and Accurate Data Analysis: AI can process information in seconds, producing deep and timely analysis.
Data-Driven Decision Making: The TradingZone bot enables more informed and smarter investment decisions, reducing emotional errors often made by human investors.
Portfolio Optimization: With continuous monitoring and regular analysis, AI helps in optimizing investment portfolios by adjusting strategies in real-time based on market changes.

Navigating Challenges and Expectations

Of course, while AI technology offers many advantages, there are also challenges to be faced. Properly setting up and programming the bot, as well as understanding the limitations of the technology, are essential steps to ensure its effectiveness and security.

Data Limitations

It's important to note that the TradingZone bot will use inaccurate data since it is only a prototype and requires paid access to real-time data. However, as a beginner, I am quite satisfied with the information it generates 😉👍.

Conclusion

The TradingZone bot is not just a tool to automate stock trading, but also an innovation in how we approach and understand the financial markets. By leveraging artificial intelligence, we can enhance our ability to make better and more efficient investment decisions. Let's continue to innovate and explore the potential of AI technology in the ever-evolving world of trading.

Thus, TradingZone becomes not only a platform for sharing knowledge but also a space for exploring technology that drives positive changes in how we invest. Stay engaged, and enjoy the benefits of the TradingZone bot!🔥✨

🌏 Visit: TradingZone

DeepCode: Your AI Assistant for Coding and Code Analysis

Oki BAYU — Thu, 23 May 2024 05:02:15 +0000

Intro

In today's digital age, the demand for tools that can enhance productivity and security in software development is ever-increasing. Addressing this need, we introduce DeepCode, an advanced AI bot designed to assist you in writing, analyzing, and securing your code more efficiently and effectively.✨

What is DeepCode?

DeepCode is a machine learning-based AI assistant developed to simplify various coding tasks for software developers. With its advanced technology capable of understanding programming languages, DeepCode can provide suggestions, error detection, and security analysis for your code.

Key Features of DeepCode

Automated Code Generation:
DeepCode helps you write code quickly and accurately. Simply provide a description of the task you want to accomplish, and DeepCode will generate the appropriate code.
Code Analysis:
DeepCode can analyze your code to find bugs, potential errors, and areas for optimization. This ensures that the code you produce is of high quality and free from issues that might cause problems later.
Code Security:
Security is a top priority in software development. DeepCode comes equipped with security analysis features that can detect vulnerabilities in your code and provide suggestions for fixing them.
Support for Multiple Programming Languages:
DeepCode supports a variety of popular programming languages, including Python, Java, JavaScript, C++, and more. This allows you to work with your preferred language without limitations.
Easy Integration:
DeepCode can be integrated with the development tools and platforms you already use. This makes your workflow smoother without the need to adapt to a new environment.

Why Choose DeepCode?

Efficiency: With DeepCode's assistance, you can reduce the time spent on debugging and manual coding, allowing you to focus on the creative aspects of software development.
Reliability: DeepCode's advanced algorithms ensure that the suggestions and analyses provided are accurate and dependable.
Security: DeepCode helps you maintain high security standards in every line of code you write.

How to Use DeepCode

To start using DeepCode, visit the following link: DeepCode on Poe. Simply sign up and follow the instructions to begin enjoying the advanced features it offers.🔥

Conclusion

DeepCode is an AI assistant that can become your reliable partner in every software development project. With features like automated code generation, in-depth analysis, and a focus on security, DeepCode is ready to help you produce better and safer code. Don't hesitate to give it a try and experience the benefits of increased productivity and quality in your work.

Happy coding with DeepCode!😉✨

Enhancing User Experience with a Bootstrap Range Slider

Oki BAYU — Thu, 23 May 2024 04:00:26 +0000

Introduction

As a web developer, creating an engaging and user-friendly interface is paramount. One effective way to enhance user experience is by incorporating interactive elements such as a range slider. This tutorial will guide you through the creation of a Bootstrap range slider, perfect for beginners looking to add dynamic features to their web applications.

What is a Range Slider?

A range slider allows users to select a range of values by sliding a handle across a track. It is particularly useful in scenarios like setting a price range for product searches, filtering data, or selecting a specific time period.

Setting Up Your Environment

Before diving into the code, ensure you have included the necessary libraries for Bootstrap and jQuery Mobile in your HTML file. Here’s a quick setup:

<!DOCTYPE html>
<html>
<head>
  <link href="https://netdna.bootstrapcdn.com/bootstrap/3.0.0/css/bootstrap.min.css" rel="stylesheet">
  <script src="https://netdna.bootstrapcdn.com/bootstrap/3.0.0/js/bootstrap.min.js"></script>
  <script src="https://code.jquery.com/jquery-1.11.1.min.js"></script>
  <link rel="stylesheet" href="https://code.jquery.com/mobile/1.4.5/jquery.mobile-1.4.5.min.css">
  <script src="https://code.jquery.com/mobile/1.4.5/jquery.mobile-1.4.5.min.js"></script>
</head>
<body>

Creating the Range Slider

With the environment set up, you can now add the range slider to your web page. Here’s the complete HTML code for a simple range slider form:

<div data-role="page">
  <div data-role="header">
    <h1>Range Slider</h1>
  </div>

  <div data-role="main" class="ui-content">
    <form method="post" action="/action_page_post.php">
      <div data-role="rangeslider">
        <label for="price-min">Minimum Price:</label>
        <input type="range" name="price-min" id="price-min" value="200" min="0" max="1000">
        <label for="price-max">Maximum Price:</label>
        <input type="range" name="price-max" id="price-max" value="800" min="0" max="1000">
      </div>
      <input type="submit" value="Submit">
      <p>The range slider can be useful for allowing users to select a specific price range when browsing products.</p>
    </form>
  </div>
</div>

Benefits of Using a Range Slider

Improved User Experience: Allows users to easily select a range of values, making the interface more interactive and engaging.
Enhanced Usability: Simplifies the process of filtering data, especially in e-commerce platforms where users might want to set price ranges.
Responsive Design: Adapts well to different screen sizes, ensuring a consistent experience across devices.

Conclusion

Incorporating a range slider in your web application can significantly improve the user interface, making it more interactive and user-friendly. By following the steps outlined in this tutorial, even beginner developers can easily implement this feature using Bootstrap and jQuery Mobile. Start enhancing your web projects today with this simple yet powerful tool!

Feel free to modify the code and adapt it to your specific needs. Happy coding!