Transform Audio: Extract Features & Augment Models

Did you know that 80% of audio AI models fail in production due to acoustic variability they never encountered during training? This Short Course was created to help machine learning professionals accomplish robust audio processing through advanced feature extraction and data augmentation techniques. By completing this course, you'll be able to transform raw audio waveforms into machine learning-ready features using spectral and cepstral analysis, and build automated augmentation pipelines that simulate real-world acoustic conditions your models will encounter in deployment. By the end of…