Cognitive computing - ICCC 2021 : 5th international conference, held as part of the services conference federation, SCF 2021, virtual event, December 10-14, , 2021 : proceedings

This book constitutes the proceedings of the International Conference on Cognitive Computing, ICCC 2021, held as part of SCF 2021 in December 2021. The conference was held virtually due to the COVID-19 pandemic. The 5 full and 3 short papers presented in this volume were carefully reviewed and selected from 31 submissions. The papers cover all aspects of Sensing Intelligence (SIJ as a Service (SlaaS). Cognitive Computing is a sensing-driven computing (SDC) scheme that explores and integrates intelligence from all types of senses in various scenarios and solution contexts. Preface Organization Conference Sponsor–Services Society About Services Conference Federation (SCF) Contents Research Track An Annotated Speech Corpus of Rare Dialect for Recognition—Take Dali Dialect as an Example 1 Introduction 2 Related Work 2.1 Popular Speech Corpus 2.2 Rare Speech Corpus 3 Method of Speech Corpus Construction 3.1 Data Selection 3.2 Audio Recording and Processing 3.3 Annotation Schema Design 3.4 Audio Annotation 4 The Experiment of Dali Dialect Speech Corpus 4.1 Experimental Configuration 4.2 Experimental Results 4.3 Correction of Experimental Results 5 Conclusion References Contrastive Learning for Multiple Models in One Supernet 1 Introduction 2 Related Work 2.1 Unsupervised Learning 2.2 Neural Architecture Search 3 Method 3.1 Multi-model Contrastive Learning 3.2 Coarse-to-Fine Architecture Selection 4 Experiment 4.1 Experimental Settings 4.2 Experimental Results and Analysis 5 Conclusion References Conversational Humor Identification Based on Adversarial Learning on Chinese Sitcoms 1 Introduction 2 Related Work 3 Methodology 3.1 Overview 3.2 Training Based on SeqGAN 3.3 Policy Gradient 4 Experiments 4.1 Dataset and Metrics 4.2 Comparison Methods 4.3 Ablation Experiment 4.4 Experimental Results 5 Conclusion References A Novel Linguistic-Aware Memory Structure for Enhancing the Response Generation 1 Introduction 2 Related Work 3 Method 3.1 Overview 3.2 Memory Structure 3.3 Response Generation 4 Experiment 4.1 Datasets 4.2 Baselines 4.3 Implement Details 5 Evaluation 5.1 Evaluation by Different Metrics 5.2 Human Evaluation 5.3 Case Study 6 Conclusion References Robotic Arm Movement Compliance Detection 1 Introduction 2 Research Content 2.1 Webots Modeling 2.2 Method Comparison 2.3 Angle Calculation from Coordinates 3 Collision Detection 4 Conclusion References Short Paper Track The WeChat Mini-program for Oral English Evaluation Based on the Smart Listening Algorithm 1 Introduction 2 Research Content 2.1 Speech Recognition Technology 2.2 Principles of Smart Oral Evaluation 2.3 Advantages of WeChat Mini-program 3 WeChat Mini-program 3.1 Front End and Design Backend Design 3.2 A-B-C Dynamic Upgrade and Downgrade Design 4 Experiment 5 Conclusion References Constant Force Drawing of Chemical Fibers 1 Introduction 2 Implementation 2.1 LED Digital Recognition 2.2 Control of Screw Slide 3 Experimental Results 4 Conclusion References Research on Multi-view 3D Reconstruction of Human Motion Based on OpenPose 1 Introduction 2 Detecting Materials and Method 2.1 Camera Calibration 2.2 Zhang’s Calibration Method 2.3 Apriltag 2.4 Recognition and Acquisition of Human Actions 2.5 Reconstruction 3 Posture Recognition Results 3.1 3D Model Display 3.2 Re-project to 2D Pixel Coordinate System 4 Conclusion References Author Index