Spatial-Temporal Transformer Networks for Traffic Flow Forecasting

Mingxing Xu, Wenrui Dai, Chunmiao Liu, +4

arXiv (Cornell University)

EngineeringMachine LearningTraffic FlowRecurrent Neural NetworkIntelligent Traffic Management +16

Emotion Recognition from Variable-Length Speech Segments Using Deep Learning on Spectrograms

Xi Ma, Zhiyong Wu, Jia Jia, +3

Speech PerceptionEngineeringMachine LearningHealth SciencesSpeech Analysis +8

Question detection from acoustic features using recurrent neural network with gated recurrent unit

Yaodong Tang, Yuchen Huang, Zhiyong Wu, +3

Question DetectionMachine LearningEngineeringSpoken Language ProcessingGated Recurrent Unit +17

A deep bidirectional long short-term memory based multi-scale approach for music dynamic emotion prediction

Xinxing Li, Haishu Xianyu, Jiashen Tian, +4

MusicEngineeringMachine LearningMultimodal Sentiment AnalysisMusic Psychology +14

Sentiment vector space model for lyric-based song sentiment classification

Yunqing Xia, Linlin Wang, Kam‐Fai Wong, +1

MusicEngineeringMultimodal Sentiment AnalysisCorpus LinguisticsSentiment Analysis +17

Replay detection using CQT-based modified group delay feature and ResNeWt network in ASVspoof 2019

Xingliang Cheng, Mingxing Xu, Thomas Fang Zheng

Time-sensitive NetworkingEngineeringReplay DetectionGroup Delay FeatureReplay Attack +16

Depth Estimation From Light Field Using Graph-Based Structure-Aware Analysis

Yuchen Zhang, Wenrui Dai, Mingxing Xu, +3

IEEE Transactions on Circuits and Systems for Video Technology

Geometric ModelingLight Field ImagingMachine VisionImage AnalysisDepth Map Estimation +12

A fast and effective state decoding algorithm

Mingxing Xu, Fang Zheng, Wenhu Wu

SVR based double-scale regression for dynamic emotion prediction in music

Haishu Xianyu, Xinxing Li, Wenxiao Chen, +4

MusicComputational MusicologyEngineeringMachine LearningDynamic Emotion Prediction +16

DBLSTM-based multi-scale fusion for dynamic emotion prediction in music

Xinxing Li, Jiashen Tian, Mingxing Xu, +2

MusicEngineeringMachine LearningDynamic Emotion PredictionMultimodal Sentiment Analysis +14