SURYA SAMARTH J
Projects
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Dual Mode Haptic Feedback Glove for Enhanced Guitar Learning.
The "Dual-Mode Haptic Feedback Glove for Enhanced Guitar Learning" is a hypothetical/ theoretical project which utilizes AI and haptic feedback to provide real-time guidance and reinforcement, improving the pentatonic scale learning efficiency of guitarists and retention by delivering tactile feedback for correct notes and errors.
Down below you can find the detailed document
Dual Haptic Mode Glove. pdf
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Music Composition Similarity Detection
Developed a machine learning model using MFCCs and various algorithms (KNN, CNN, XGBoost) for music composition similarity detection, leveraging 'Librosa' and 'OpenSmile' libraries to aid composers in assessing originality and preventing copyright infringement.
Down below you can find the detailed document
Music Composition Similarity Detection. pdf
(click on the pdf logo)
Music Genre Classification
This project was mainly devised to improve accuracy by evaluating a music track not as a whole but individual sections of a track which tend to lean towards different genre patterns, benefiting audio engineers and major music streaming platforms. This classifier project uses Mel Spectrograms and machine learning to analyze and classify music into multiple genres.
Down below you can find the detailed document
Music Genre Classification. pdf
(click on the pdf logo)
Thermodoor
An IOT project which was Designed to automate the temperature sensor system for doors to enhance safety during COVID-19. The system minimizes human interaction by automatically detecting temperature spikes, reducing virus exposure risk for security personnel. Utilized Arduino Uno R3, infrared temperature sensors, and PIR modules, and programmed in C/C++ using Arduino IDE and Code blocks. The project aimed to protect frontline workers through efficient, technology-driven monitoring.
Down below you can find the detailed document
Thermodoor_IOT Project. pdf
(click on the pdf logo)
Click below to watch the working model video
Thermodoor_IOT Project Working Model
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Check out my Github to find more Interesting Projects
My Github
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