azarmehri / lung-sound-vggish

Implementation of IEEE Access paper - Lung Sound Recognition Algorithm Based on VGGish-BiGRU

VGGish-BiGRU implementation

TensorFlow implementation of VGGish-BiGRU for IEEE Access paper "Lung Sound Recognition Algorithm Based on VGGish-BiGRU", Lukui Shi, Kang Du, Chaozong Zhang, Hongqi Ma and Wenjie Yan.

The lung sound recognition model based on VGGish-BiGRU

Respiratory Sound Database

The respiratory sounds from "ICBHI 2017 Challenge" database.

VGGish network

The parameters of VGGish network provided by Google are directly transferred to the model and frozen.

Running Code

Please download "vggish_model.h5" from vggish-keras.