Music Composition with Deep Learning

Discover AI-powered music composition using MATLAB's LSTM networks. This project provides a complete framework for algorithmic composition, from MIDI dataset preprocessing to original melody generation. Implement a sequence-to-sequence model that learns musical patterns from classical piano pieces, then creates new compositions with controllable tempo and mood parameters. The tutorial covers essential audio processing techniques including note encoding, spectrogram analysis, and post-processing for musical coherence. Evaluate output quality using both computational metrics and human listening tests. The package includes sample MIDI datasets and pretrained models.

Snake-like Robot Modeling and Navigation

Model and control bio-inspired snake-like robots using MATLAB's Robotics System Toolbox. This project implements serpentine locomotion algorithms for confined space navigation and obstacle traversal. The tutorial covers kinematic chain modeling, gait pattern optimization, and.....

Robotics snake robot MATLAB robotics

AI RF Signal Classification Using MATLAB Deep Learning

This MATLAB project implements machine learning to classify radio frequency signals automatically. Using convolutional neural networks (CNNs), the system identifies modulation types like QAM, PSK, and FSK from raw I/Q data. The workflow includes signal preprocessing, spectrogram g.....

signal-processing RF signal classification MATLAB deep learning

Classify Object Behavior for Vehicle Safety

Enhance autonomous vehicle safety through object behavior classification using MATLAB's Deep Learning Toolbox. This project implements CNN-LSTM hybrid networks to predict pedestrian and vehicle trajectories from camera/LiDAR data. The tutorial covers anomaly detection in traf.....

Autonomous Driving vehicle safety MATLAB AI