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®
Published: 4 Dec 2023
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