Audio Processing Using Deep Learning

Extend deep learning workflows with audio and speech processing applications

Apply deep learning to audio and speech processing applications by using Deep Learning Toolbox™ together with Audio Toolbox™.

Topics

Speech Command Recognition Using Deep Learning

This example shows how to train a simple deep learning model that detects the presence of speech commands in audio.

Denoise Speech Using Deep Learning Networks

This example shows how to denoise speech signals using deep learning networks.

Classify Gender Using Long Short-Term Memory Networks

This example shows how to classify the gender of a speaker using deep learning.

Voice Activity Detection in Noise Using Deep Learning

This example shows how to detect regions of speech in a low signal-to-noise environment using deep learning.

Spoken Digit Recognition with Wavelet Scattering and Deep Learning

This example shows how to classify spoken digits using wavelet time scattering paired with a random subspace classifier and a deep convolutional network based on mel-frequency spectrograms.

Cocktail Party Source Separation Using Deep Learning Networks

This example shows how to isolate a speech signal using a deep learning network.

Featured Examples