Zhengqiang Rao

Classification of Chinese Dialect Regions from L2 English Speech

This paper presents an effort to classify Chinese speakers' L1 dialect regions from their L2 English speech. By applying LightGBM (a gradient boosting classifier based on decision trees) to softmax-based features from deep neural networks, our system achieved 68% accuracy on five dialect regions usi…