Ming-Hsiang Su

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 37

Top Topics

Convolutional Neural Network

Emotion Recognition

Named Entity Recognition

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

Publications

Jian-Hong Wang, Phuong Thi Le, Weng-Sheng Bee, Wenny Ramadha Putri, Ming-Hsiang Su, Kuo-Chen Li, Shih-Lun Chen, Ji-Long He, Tuan Pham, Yung-Hui Li, Jia-Ching Wang
Implementation of Sound Direction Detection and Mixed Source Separation in Embedded Systems. Sensors 24 (13) (2024)
Chin-Wei Lee, Daniel Hládek, Matús Pleva, Yuan-Fu Liao, Ming-Hsiang Su
Application of Wafer Defect Pattern Classification Model in the Semiconductor Industry. APSIPA ASC (2023)
Zhao-Jie He, Ming-Hsiang Su
Give Drivers a Safe Way Home:Early Warning of Car Accidents through Deep Learning. ICCE-Taiwan (2023)
Cheng-Yen Lee, Ming-Hsiang Su, Matús Pleva, Daniel Hládek, Yuan-Fu Liao
Named Entity Recognition for Chinese Healthcare Applications. ICCE-Taiwan (2023)
Ta-Fu Chen, Yi-Xing Lin, Ming-Hsiang Su, Po-Kai Chen, Tzu-Chiang Tai, Jia-Ching Wang
Question Answering System Based on Pre-Training Model and Retrieval Reranking for Industry 4.0. APSIPA ASC (2023)
Tsung-Hsien Yang, Matús Pleva, Daniel Hládek, Ming-Hsiang Su
BERT-based Chinese Medicine Named Entity Recognition Model Applied to Medication Reminder Dialogue System. ISCSLP (2022)
Yuan-Fu Liao, Yu-Hsuan Huang, Matús Pleva, Daniel Hládek, Ming-Hsiang Su
A Preliminary Study on Taiwanese OCR for Assisting Textual Database Construction from Historical Documents. ISCSLP (2022)
Ming-Hsiang Su, Chin-Wei Lee, Chi-Lun Hsu, Ruei-Cyuan Su
RoBERTa-based Traditional Chinese Medicine Named Entity Recognition Model. ROCLING (2022)
Tsung-Hsien Yang, Ruei-Cyuan Su, Tzu-En Su, Sing-Seong Chong, Ming-Hsiang Su
SCU-MESCLab at ROCLING-2022 Shared Task: Named Entity Recognition Using BERT Classifier. ROCLING (2022)
Daniel Hládek, Ján Stas, Matús Pleva, Ming-Hsiang Su
Comparison of Statistical Algorithms and Deep Learning for Slovak Document Classification. ICCE-TW (2022)
Qian-Bei Hong, Chung-Hsien Wu, Ming-Hsiang Su, Chia-Cheng Chang
Exploring Macroscopic and Microscopic Fluctuations of Elicited Facial Expressions for Mood Disorder Classification. IEEE Trans. Affect. Comput. 12 (4) (2021)
Wei Mou, Pei-Hsuan Shen, Chu-Yun Chu, Yu-Cheng Chiu, Tsung-Hsien Yang, Ming-Hsiang Su
Speech Emotion Recognition Based on CNN+LSTM Model. ROCLING (2021)
Ruei-Cyuan Su, Sig-Seong Chong, Tzu-En Su, Ming-Hsiang Su
SoochowDS at ROCLING-2021 Shared Task: Text Sentiment Analysis Using BERT and LSTM. ROCLING (2021)
Ming-Hsiang Su, Yu-An Ko, Man-Ying Wang
Discussion on the relationship between elders' daily conversations and cognitive executive function: using word vectors and regression models. ROCLING (2021)
Jia-Hao Hsu, Ming-Hsiang Su, Chung-Hsien Wu, Yi-Hsuan Chen
Speech Emotion Recognition Considering Nonverbal Vocalization in Affective Conversations. IEEE ACM Trans. Audio Speech Lang. Process. 29 (2021)
Ming-Hsiang Su, Chung-Hsien Wu, Liang-Yu Chen
Attention-Based Response Generation Using Parallel Double Q-Learning for Dialog Policy Decision in a Conversational System. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Tsung-Hsien Yang
Cell-Coupled Long Short-Term Memory With L-Skip Fusion Mechanism for Mood Disorder Detection Through Elicited Audiovisual Features. IEEE Trans. Neural Networks Learn. Syst. 31 (1) (2020)
Ming-Hsiang Su, Chung-Hsien Wu, Hao-Tse Cheng
A Two-Stage Transformer-Based Approach for Variable-Length Abstractive Summarization. IEEE ACM Trans. Audio Speech Lang. Process. 28 (2020)
Kun-Yi Huang, Chung-Hsien Wu, Ming-Hsiang Su, Yu-Ting Kuo
Detecting Unipolar and Bipolar Depressive Disorders from Elicited Speech Responses Using Latent Affective Structure Model. IEEE Trans. Affect. Comput. 11 (3) (2020)
Ming-Hsiang Su, Chung-Hsien Wu, Po-Chen Shih
Automatic Ontology Population Using Deep Learning for Triple Extraction. APSIPA (2019)
Kun-Yi Huang, Chung-Hsien Wu, Qian-Bei Hong, Ming-Hsiang Su, Yi-Hsuan Chen
Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech Sounds. ICASSP (2019)
Ming-Hsiang Su, Chung-Hsien Wu, Yi Chang
Follow-Up Question Generation Using Neural Tensor Network-Based Domain Ontology Population in an Interview Coaching System. INTERSPEECH (2019)
Kun-Yi Huang, Chung-Hsien Wu, Ming-Hsiang Su
Attention-based convolutional neural network and long short-term memory for short-term detection of mood disorders based on elicited speech responses. Pattern Recognit. 88 (2019)
Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Wu-Hsuan Lin
Response Selection and Automatic Message-Response Expansion in Retrieval-Based QA Systems using Semantic Dependency Pair Model. ACM Trans. Asian Low Resour. Lang. Inf. Process. 18 (1) (2019)
Qian-Bei Hong, Chung-Hsien Wu, Ming-Hsiang Su, Hsin-Min Wang
Sequential Speaker Embedding and Transfer Learning for Text-Independent Speaker Identification. APSIPA (2019)
Kun-Yi Huang, Chung-Hsien Wu, Qian-Bei Hong, Ming-Hsiang Su, Yuan-Rong Zeng
Speech Emotion Recognition using Convolutional Neural Network with Audio Word-based Embedding. ISCSLP (2018)
Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Chu-Kwang Chen
Attention-Based Dialog State Tracking for Conversational Interview Coaching. ICASSP (2018)
Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong, Huai-Hung Huang
Follow-up Question Generation Using Pattern-based Seq2seq with a Small Corpus for Interview Coaching. INTERSPEECH (2018)
Kun-Yi Huang, Chung-Hsien Wu, Ming-Hsiang Su, Hsiang-Chi Fu
Mood detection from daily conversational speech using denoising autoencoder and LSTM. ICASSP (2017)
Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong, Hsin-Min Wang
Personality trait perception from speech signals using multiresolution analysis and convolutional neural networks. APSIPA (2017)
Tsung-Hsien Yang, Chung-Hsien Wu, Kun-Yi Huang, Ming-Hsiang Su
Coupled HMM-based multimodal fusion for mood disorder detection through elicited audio-visual signals. J. Ambient Intell. Humaniz. Comput. 8 (6) (2017)
Chung-Hsien Wu, Ming-Hsiang Su, Wei-Bin Liang
Miscommunication handling in spoken dialog systems based on error-aware dialog state detection. EURASIP J. Audio Speech Music. Process. 2017 (2017)
Kun-Yi Huang, Chung-Hsien Wu, Ming-Hsiang Su, Chia-Hui Chou
Mood disorder identification using deep bottleneck features of elicited speech. APSIPA (2017)
Ming-Hsiang Su, Chung-Hsien Wu, Yu-Ting Zheng
Exploiting Turn-Taking Temporal Evolution for Personality Trait Perception in Dyadic Conversations. IEEE ACM Trans. Audio Speech Lang. Process. 24 (4) (2016)
Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Tsung-Hsien Yang, Tsui-Ching Huang
Dialog state tracking for interview coaching using two-level LSTM. ISCSLP (2016)
Tsung-Hsien Yang, Chung-Hsien Wu, Kun-Yi Huang, Ming-Hsiang Su
Detection of mood disorder using speech emotion profiles and LSTM. ISCSLP (2016)
Ming-Hsiang Su, Kun-Yi Huang, Tsung-Hsien Yang, Kuan-Jung Lai, Chung-Hsien Wu
Dialog State Tracking and action selection using deep learning mechanism for interview coaching. IALP (2016)
Ming-Hsiang Su, Yu-Ting Zheng, Chung-Hsien Wu
Interlocutor personality perception based on BFI profiles and coupled HMMs in a dyadic conversation. ISCSLP (2014)
Pao-Ta Yu, Yuan-Hsun Liao, Ming-Hsiang Su
A Near-Reality Approach to Improve the e-Learning Open Courseware. J. Educ. Technol. Soc. 16 (4) (2013)
Yuan-Hsun Liao, Cheng-Yu Tsai, Ming-Hsiang Su, Hsiao-Hui Li, Pao-Ta Yu
Digital Learning Video Indexing Using Scene Detection. ICHL (2011)
Cheng-Yu Tsai, Yuan-Hsun Liao, Ming-Hsiang Su, Pao-Ta Yu
An Audio Instrument Design for Improving Interactive and Cooperative Learning. ICHL (2011)
Ming-Hsiang Su, Yuan-Hsun Liao, Cheng-Yu Tsai, Bo-Yen Wang, Pao-Ta Yu
Digital Microscope Recording System to Enhance Students' Understanding of Biological Observation. ICHL (2011)
Bo-Yen Wang, Ming-Hsiang Su, Pao-Ta Yu
Developing a Mulitmedia Learning Model Based on Hands-On Learning: A Cognitive Apprenticeship Approach. ICHL (2010)
Chia-Ming Liu, Bo-Yen Wang, Yuan-Hsun Liao, Ming-Hsiang Su, Pao-Ta Yu
Interactive Whiteboard Teaching in English Education Based on Dual Code Theory and Bloom Teaching Quality. Edutainment (2009)
Pao-Ta Yu, Ming-Hsiang Su, Yen-Shou Lai, Hsiao-Hui Su
Design an e-Broadcasting System for Students' Online Learning. ICHL (2009)
Bo-Yen Wang, Yuan-Hsun Liao, Chia-Ming Liu, Ming-Hsiang Su, Pao-Ta Yu
Designing an e-Learning Reactivate Promotion for Unpopular Collections in Academic Library. Edutainment (2009)
Yuan-Hsun Liao, Chia-Ming Liu, Bo-Yen Wang, Ming-Hsiang Su, Xiaso-Hui Lee, Pao-Ta Yu
Multi-media e-Learning Platform Using Green Design with Near-Real Approach. Edutainment (2009)
Wei-Po Lee, Tsung-Hsien Yang, Ming-Hsiang Su
A user-centered framework for developing personal pet robots. ROBIO (2007)
Ming-Hsiang Su, Wei-Po Lee, Jian-Hsin Wang
A user-oriented framework for the design and implementation of pet robots. SMC (3) (2004)
Wei-Po Lee, Ming-Hsiang Su
Personalizing Information Services on Wired and Wireless Networks. EEE (2004)