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Song, Siyang (2021) Modelling person-specific and multi-scale facial dynamics for automatic personality and depression analysis. PhD thesis, University of Nottingham.

Song, Siyang, Shuimei, Zhang, Schuller, Björn, Shen, Linlin and Valstar, Michel F. (2018) Noise invariant frame selection: a simple method to address the background noise problem for text-independent speaker verification. In: International Joint Conference on Neural Networks 2018, 8-13 July 2018, Rio de Janeiro, Brazil. (In Press)

Song, Siyang, Shen, Linlin and Valstar, Michel F. (2018) Human behaviour-based automatic depression analysis using hand-crafted statistics and deep learned spectral features. In: 13th IEEE International Conference on Face and Gesture Recognition (FG 2018), 15-19 May, Xi'an, China.

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