Zhao Ren

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

Deep Scalogram Representations for Acoustic Scene Classification

Zhao Ren, Kun Qian, Zixing Zhang et al. · IEEE/CAA Journal of Automatica Sinica · 2018 · 122 citations · Full text

Music, Engineering, Machine Learning +18

An Early Study on Intelligent Analysis of Speech Under COVID-19: Severity, Sleep Quality, Fatigue, and Anxiety

Jing Han, Kun Qian, Meishu Song et al. · 2020 · 107 citations · Full text

The INTERSPEECH 2018 Computational Paralinguistics Challenge: Atypical & Self-Assessed Affect, Crying & Heart Beats

Björn W. Schuller, Stefan Steidl, Anton Batliner et al. · 2018 · 100 citations · Full text

Engineering, Machine Learning, Spoken Language Processing +28

Learning Image-based Representations for Heart Sound Classification

Zhao Ren, Nicholas Cummins, Vedhas Pandit et al. · 2018 · 81 citations · Full text

Music, Convolutional Neural Network, Pcg Files +19