MATLAB Workshop - SP Cup 2024

Learn about a few fundamental MATLAB^® tools for speech analysis, from baseline speech processing to more advanced deep learning workflows. Get started with the IEEE^® 2024 SP Cup with code examples using the challenge data set. Find out how to use MATLAB for:

• Recording and labeling real-world signals and generating synthetic speech
• Augmenting speech through common algorithms such as pitch shifting and time stretching
• Simulating acoustic effects with room acoustics and array processing
• Enhancing and preprocessing speech: voice activity detection, speech separation, and noise reduction, including through existing VST and AU audio plugins
• Designing and training deep learning networks for speech classification, including on GPUs, and other deep learning basics
• Creating baseline machine learning models for speaker recognition and speech diarization
• Working with Python^®