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Night Coding

Hey there! I'm Bayu Wira (Yura) !

👨🏻‍💻  About Me

💡  I like to explore new technologies and develop software solutions and quick hacks.

🎓  I'm a bachelor degree Informatic Engineering at the Udayana University.

🌱  I'm on track for learning more about Artificial Intelligence, Data Analytics, and Business.

✍️  In my free time, I do an Online Course and browsing tehe~.

💬  Feel free to reach out to me for pro bono consulting and volunteering, or just for some interesting discussion.

✉️  You can shoot me an email at [email protected]! I'll try to respond as soon as I can.

📄  Please have a look at my Résumé for more details about me. I'm open to feedback and suggestions!

Night Coding

🛠  Tech Stack

Python R Pandas NumPy scikit-learn SciPy TensorFlow OpenCV SASS Adobe Photoshop IntelliJ IDEA Jupyter Notebook PyCharm GitHub Microsoft Excel Trello Audacity`

⚙️  GitHub Analytics

🤝🏻  Connect with Me

Linkedin ! Medium Instagram

Bayu Wira's Projects

amplitudemodulation icon amplitudemodulation

Modulasi amplitudo (AM) adalah proses memodulasi sinyal berfrekuensi rendah pada gelombang berfrekuensi tinggi dengan mengubah-ubah amplitudo gelombang frekuensi tinggi tanpa mengubah frekuensinya. Gelombang yang berfrekuensi rendah ini disebut isyarat pemodulasi dan yang berfrekuensi tinggi adalah pembawa.

badges icon badges

:pencil: Markdown code for lots of small badges :ribbon: :pushpin: (shields.io, forthebadge.com etc) :sunglasses:. Contributions are welcome! Please add yours!

datasets icon datasets

My Personal Datasets for hv fun with some algorithm

document-ranking-algorithms icon document-ranking-algorithms

INI ADALAH PROGRAM 4 ALGORITMA PERANKINGAN DOKUMEN ALGORITMA YANG DIGUNAKAN [x] Boolean Retrieval Model [x] Tf-IDF [x] Vector Space Model [x] BM25L

kendang-tunggal-classification-using-backpropagation-and-onset-detection icon kendang-tunggal-classification-using-backpropagation-and-onset-detection

Bali has a diversity of arts that has been recognized by the world, where one of the most famous Balinese arts is the Karawitan art, especially the Kendang Tunggal instrument. Notation documentation or more commonly known as music transcription, can make learning a song easier, and in the case of this research, it makes it easier to learn to play the Kendang Tunggal instrument. The first approach method used to document a kendang tunggal song is onset detection. Onset is when the signal experiences an attack period, which helps segment the sound color of the drum instrument. The segmented kendang tunggal sound color classification uses the Backpropagation algorithm with several features of the frequency domain and time domain as a characteristic of the sound color. Then the kendang tunggal song is revived into a synthetic sound with the Mel Spectral Approximation filter. Based on the research, the optimal parameter for drum sound color segmentation with onset detection is the hop size 110 with normalization of the features on its onset detection function. The optimal backpropagation architecture obtained with a learning rate of 0.9, neurons 10, and epoch 2000 produces an accuracy of 60.85%. The synthesis method using the Mel Log Spectrum Approximation can make synthetic sounds similar to kendang songs with an accuracy of 83.33%

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