Audio Processing in Keras with Kapre

Audio Processing in Keras with Kapre

Explore audio processing in Keras using Kapre in this 28-minute tutorial video. Learn about embedding audio transformations within deep learning models, leveraging GPU for calculations, and optimizing DSP parameters during training. Discover the advantages and disadvantages of using Kapre, an audio signal processing library for Keras. Follow along as the instructor demonstrates how to install Kapre, import its layers, and create Keras models using Kapre layers. Gain insights into implementing models with get_melspectrogram_layers and understand how this approach can simplify deployment and reduce dependencies in audio processing projects.