Nicholas Cummins

Snore Sound Classification Using Image-Based Deep Spectrum Features

Shahin Amiriparian, Maurice Gerczuk, Sandra Ottl et al. · 2017 · 267 citations · Full text

Music, Engineering, Machine Learning +18

An investigation of depressed speech detection: features and normalization

Nicholas Cummins, Julien Epps, Michael Breakspear et al. · 2011 · 183 citations

Depressed Speech Detection, Engineering, Machine Learning +21

An Image-based Deep Spectrum Feature Representation for the Recognition of Emotional Speech

Nicholas Cummins, Shahin Amiriparian, Gerhard Hagerer et al. · 2017 · 149 citations · Full text

Engineering, Machine Learning, Biometrics +20

Exploring Deep Spectrum Representations via Attention-Based Recurrent and Convolutional Neural Networks for Speech Emotion Recognition

Ziping Zhao, Zhongtian Bao, Yiqin Zhao et al. · IEEE Access · 2019 · 135 citations · Full text

Engineering, Machine Learning, Spoken Language Processing +18

Diagnosis of depression by behavioural signals

Nicholas Cummins, Jyoti Joshi, Abhinav Dhall et al. · 2013 · 131 citations · Full text