Audio Analytics with Azure Automated ML for Music Genre Classification

Audio Analytics with Azure Automated ML for Music Genre Classification

Explore audio analytics using Azure Automated ML in this 27-minute video from Microsoft's AI Show. Learn about extracting audio signal information into spectrograms and building custom vision models with Azure. Discover how to use Fast Fourier Transform (FFT) to convert time domain signals to frequency domain signals, and understand spectrograms showing frequency variations over time. Follow along with demos on music genre classification, creating chromagrams, and generating spectrograms. Dive into using Automated ML for image-based music genre classification and calling AutoML CV models. Gain insights into audio processing techniques and their applications in AI and machine learning.