Introduction to Acoustic Scene Classification
A talk covering miniaturization techniques for deep learning models operating in real-time hearing aid environments.
#audio
Content tagged with "audio"
Acoustic Scene Classification in Hearing Aids Noise Suppression Applications
A study of Acoustic Scene Classification (ASC) for hearing aids, leading to the development of an industrial ASC model based on a convolutional neural network designed to run in hearing aids for noise suppression purposes.
🎧 Audio Model Distillation for Hearing Aids
Miniaturizing Acoustic Scene Classification from 864 MFLOPs to 1.6 MFLOPs using Knowledge Distillation and Depthwise Convolutions.
Deep Learning & Audio Signal Processing
An introductory course on neural networks applied to digital signal processing and sound synthesis.