Shabnam Ghaffarzadegan

Towards Domain Invariant Heart Sound Abnormality Detection Using Learnable Filterbanks

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Md. Istiaq Ansari et al. · IEEE Journal of Biomedical and Health Informatics · 2020 · 93 citations · Full text

End-to-End Neural Network Based Automated Speech Scoring

Lei Chen, Jidong Tao, Shabnam Ghaffarzadegan et al. · 2018 · 69 citations

Natural Language Processing, Engineering, Machine Learning +15

Exploring deep learning architectures for automatically grading non-native spontaneous speech

Jidong Tao, Shabnam Ghaffarzadegan, Lei Chen et al. · 2016 · 39 citations

Engineering, Machine Learning, Speech Recognition +18

Acoustic Scene Classification Using a CNN-SuperVector System Trained with Auditory and Spectrogram Image Features

Rakib Hyder, Shabnam Ghaffarzadegan, Zhe Feng et al. · 2017 · 36 citations

Speech Perception, Engineering, Acoustic Scene Classification +13

Learning Front-end Filter-bank Parameters using Convolutional Neural Networks for Abnormal Heart Sound Detection

Ahmed Imtiaz Humayun, Shabnam Ghaffarzadegan, Zhe Feng et al. · 2018 · 34 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +16