尋找研究成果

搜尋概念
已選取的篩選器
2019
4 引文 (Scopus)
Neural networks
Clustering algorithms
Support vector machines
Long short-term memory
Health
4 引文 (Scopus)

Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech Sounds

Huang, K. Y., Wu, C. H., Hong, Q. B., Su, M. H. & Chen, Y. H., 2019 五月, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5866-5870 5 p. 8682283. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 卷 2019-May).

研究成果: Conference contribution

Speech recognition
Acoustic waves
Neural networks
Deep neural networks
Detectors
2018
3 引文 (Scopus)

A chatbot using LSTM-based multi-layer embedding for elderly care

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Wang, H. M., 2018 四月 10, Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017. Wang, L., Dong, M., Lu, Y. & Li, H. (編輯). Institute of Electrical and Electronics Engineers Inc., 卷 2018-January. p. 70-74 5 p.

研究成果: Conference contribution

sentences
embedding
Semantics
Social Media
conversation

Answer segmentation for question answering using latent dirichlet allocation and delta Bayesian information criterion

Su, M. H., Yang, T. H., Lin, W. H. & Wu, C. H., 2018 二月 1, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., 卷 2018-January. p. 9-12 4 p. 8278967

研究成果: Conference contribution

Websites
Processing
Emotions
Referral and Consultation
Psychology
1 引文 (Scopus)

Attention-Based Dialog State Tracking for Conversational Interview Coaching

Su, M. H., Wu, C. H., Huang, K. Y. & Chen, C. K., 2018 九月 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 卷 2018-April. p. 6144-6148 5 p. 8461494

研究成果: Conference contribution

Semantics
Tensors
Neural networks
Long short-term memory
5 引文 (Scopus)
Model structures
Communication
Feature extraction
Classifiers
Detectors

Detection of mood disorder using modulation spectrum of facial action unit profiles

Yang, T. H., Wu, C. H., Su, M. H. & Chang, C. C., 2018 二月 1, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., 卷 2018-January. p. 5-8 4 p. 8278966

研究成果: Conference contribution

Mood Disorders
Bipolar Disorder
Modulation
Depressive Disorder
Support vector machines
1 引文 (Scopus)

Exploring Macroscopic Fluctuation of Facial Expression for Mood Disorder Classification

Hong, Q. B., Wu, C. H., Su, M. H. & Huang, K. Y., 2018 九月 21, 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8470337. (2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018).

研究成果: Conference contribution

Muscle
Multilayer neural networks
Learning systems
Feature extraction
Experiments
1 引文 (Scopus)

Exploring microscopic fluctuation of facial expression for mood disorder classification

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Wang, H. M., 2018 四月 10, Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017. Wang, L., Dong, M., Lu, Y. & Li, H. (編輯). Institute of Electrical and Electronics Engineers Inc., p. 65-69 5 p. (Proceedings of the 2017 International Conference on Orange Technologies, ICOT 2017; 卷 2018-January).

研究成果: Conference contribution

moods
Facial Expression
facial expression
Major Depressive Disorder
Mood Disorders
1 引文 (Scopus)
Statistical tests
Tensors
Significance Test
N-gram
Target
1 引文 (Scopus)

Locality-preserving complex-valued Gaussian process latent variable model for robust face recognition

Chen, S. H., Lee, Y. S., Hsu, Y. S., Wu, C-H. & Wang, J. C., 2018 九月 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 卷 2018-April. p. 2696-2700 5 p. 8462680

研究成果: Conference contribution

Face recognition
Data structures
5 引文 (Scopus)

LSTM-based Text Emotion Recognition Using Semantic and Emotional Word Vectors

Su, M. H., Wu, C. H., Huang, K. Y. & Hong, Q. B., 2018 九月 21, 2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018. Institute of Electrical and Electronics Engineers Inc., 8470378. (2018 1st Asian Conference on Affective Computing and Intelligent Interaction, ACII Asia 2018).

研究成果: Conference contribution

Semantics
Long short-term memory
1 引文 (Scopus)

Mood disorder identification using deep bottleneck features of elicited speech

Huang, K. Y., Wu, C. H., Su, M. H. & Chou, C. H., 2018 二月 5, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., 卷 2018-February. p. 1648-1652 5 p.

研究成果: Conference contribution

Scattering
Clustering algorithms
Identification (control systems)
Health
Long short-term memory
2 引文 (Scopus)

Personality trait perception from speech signals using multiresolution analysis and convolutional neural networks

Su, M. H., Wu, C. H., Huang, K. Y., Hong, Q. B. & Wang, H. M., 2018 二月 5, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., 卷 2018-February. p. 1532-1536 5 p.

研究成果: Conference contribution

Multiresolution analysis
Neural networks
Acoustics
Wavelet transforms
Experiments
1 引文 (Scopus)
Semantics
Websites
Context free grammars
Statistical tests
Vector spaces
1 引文 (Scopus)

Speech emotion recognition using autoencoder bottleneck features and LSTM

Huang, K. Y., Wu, C. H., Yang, T. H., Su, M. H. & Chou, J. H., 2018 二月 1, 2016 International Conference on Orange Technologies, ICOT 2016. Institute of Electrical and Electronics Engineers Inc., p. 1-4 4 p. 8278965. (2016 International Conference on Orange Technologies, ICOT 2016; 卷 2018-January).

研究成果: Conference contribution

Long-Term Memory
Speech recognition
Short-Term Memory
Emotions
Scattering

Speech emotion recognition using convolutional neural network with audio word-based embedding

Huang, K. Y., Wu, C. H., Hong, Q. B., Su, M. H. & Zeng, Y. R., 2018 七月 2, 2018 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 265-269 5 p. 8706610. (2018 11th International Symposium on Chinese Spoken Language Processing, ISCSLP 2018 - Proceedings).

研究成果: Conference contribution

neural network
emotion
boredom
Emotion Recognition
Neural Networks
2016

Candidate Expansion and Prosody Adjustment for Natural Speech Synthesis Using a Small Corpus

Chen, Y. Y., Wu, C. H., Huang, Y. C., Lin, S. L. & Wang, J. F., 2016 六月, 於 : IEEE/ACM Transactions on Audio Speech and Language Processing. 24, 6, p. 1052-1065 14 p.

研究成果: Article

Prosody
Speech Synthesis
Speech synthesis
Adjustment
candidacy
15 引文 (Scopus)

Compressive Sensing-Based Speech Enhancement

Wang, J. C., Lee, Y. S., Lin, C. H., Wang, S. F., Shih, C. H. & Wu, C. H., 2016 十一月, 於 : IEEE/ACM Transactions on Audio Speech and Language Processing. 24, 11, p. 2122-2131 10 p.

研究成果: Article

Speech Enhancement
Speech enhancement
Compressive Sensing
Atoms
Glossaries
2 引文 (Scopus)

Data collection of elicited facial expressions and speech responses for mood disorder detection

Huang, K. Y., Wu, C. H., Kuo, Y. T., Yen, H. H., Jang, F. L. & Chiu, Y. H., 2016 六月 22, Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015. Institute of Electrical and Electronics Engineers Inc., p. 42-45 4 p. 7498502. (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015).

研究成果: Conference contribution

Facial Expression
Mood Disorders
Databases
Emotions
Bipolar Disorder
7 引文 (Scopus)
personality
conversation
dyadics
Recurrent neural networks
Statistical tests

Extraction and representation of nursing diagnosis for assisted assessment and affective analysis

Chiu, Y. H., Chen, W. H., Hung, Y. W., Wang, H. C., Huang, K. Y. & Wu, C. H., 2016 六月 22, Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015. Institute of Electrical and Electronics Engineers Inc., p. 50-53 4 p. 7498504. (Proceedings of 2015 International Conference on Orange Technologies, ICOT 2015).

研究成果: Conference contribution

Nursing Diagnosis
Nursing
Structural Models
Linguistics
Caregivers
2 引文 (Scopus)
Speech Synthesis
Speech synthesis
Vector Control
Scaling
Categorical
2 引文 (Scopus)

Improving Mandarin Prosody Generation Using Alternative Smoothing Techniques

Huang, Y. C., Wu, C. H. & Weng, S. T., 2016 十一月, 於 : IEEE/ACM Transactions on Audio Speech and Language Processing. 24, 11, p. 1897-1907 11 p.

研究成果: Article

Prosody
Smoothing Techniques
smoothing
Alternatives
Hidden Markov models
3 引文 (Scopus)
Mood
Elicitation
Model structures
Disorder
Latent Semantic Analysis
2015
2 引文 (Scopus)

Affective structure modeling of speech using probabilistic context free grammar for emotion recognition

Huang, K. Y., Lin, J. K., Chiu, Y. H. & Wu, C. H., 2015 八月 4, 2015 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2015 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5286-5290 5 p. 7178980. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; 卷 2015-August).

研究成果: Conference contribution

Context free grammars
Binary trees
Vector quantization
Processing

Audiovisual Emotion Recognition Using Semi-Coupled Hidden Markov Model with State-Based Alignment Strategy

Wu, C-H., Lin, J. C. & Wei, W. L., 2015 一月 2, Emotion Recognition: A Pattern Analysis Approach. wiley, p. 493-513 21 p.

研究成果: Chapter

Adaptive boosting
Data fusion
Hidden Markov models
Face recognition
Animation
11 引文 (Scopus)
Space Simulation
Bayesian Information Criterion
Event Detection
Language
event
2 引文 (Scopus)

Emotion recognition of affective speech based on multiple classifiers using acoustic-prosodic information and semantic labels (Extended abstract)

Wu, C-H. & Liang, W. B., 2015 十二月 2, 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015. Institute of Electrical and Electronics Engineers Inc., p. 477-483 7 p. 7344613. (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015).

研究成果: Conference contribution

Labels
Classifiers
Acoustics
Semantics
Association rules
1 引文 (Scopus)
Speech Synthesis
Speech synthesis
Target
Speech
Spontaneous Speech
4 引文 (Scopus)

Hierarchical modeling of temporal course in emotional expression for speech emotion recognition

Wu, C. H., Liang, W. B., Cheng, K. C. & Lin, J. C., 2015 十二月 2, 2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015. Institute of Electrical and Electronics Engineers Inc., p. 810-814 5 p. 7344666. (2015 International Conference on Affective Computing and Intelligent Interaction, ACII 2015).

研究成果: Conference contribution

Speech recognition
Electric fuses
3 引文 (Scopus)
Speech recognition
Acoustics
Acoustic properties
Linear transformations
Decision trees
7 引文 (Scopus)

Speech emotion verification using emotion variance modeling and discriminant scale-frequency maps

Wang, J. C., Chin, Y. H., Chen, B. W., Lin, C. H. & Wu, C. H., 2015 十月 1, 於 : IEEE Transactions on Audio, Speech and Language Processing. 23, 10, p. 1552-1562 11 p., 7114224.

研究成果: Article

emotions
Atoms
coefficients
Glossaries
Feature extraction
2014
1 引文 (Scopus)

Action unit reconstruction of occluded facial expression

Wu, C-H., Lin, J. C. & Wei, W. L., 2014 十一月 12, IEEE International Conference on Orange Technologies, ICOT 2014. Institute of Electrical and Electronics Engineers Inc., p. 177-180 4 p. 6956628. (IEEE International Conference on Orange Technologies, ICOT 2014).

研究成果: Conference contribution

Classifiers
Fusion reactions
6 引文 (Scopus)
speech recognition
Speech recognition
Acoustics
acoustics
education

Detection, measurement, and enhancement of happiness

Wang, J. F., Wu, C. H., Hsieh, S., Liou, S. & Chen, B. W., 2014, 於 : Scientific World Journal. 2014, 841206.

研究成果: Editorial

4 引文 (Scopus)

Emoticon recommendation in microblog using affective trajectory model

Liang, W. B., Wang, H. C., Chu, Y. A. & Wu, C-H., 2014 二月 12, 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014. Institute of Electrical and Electronics Engineers Inc., 7041632. (2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014).

研究成果: Conference contribution

Trajectories
Blogs
Communication

Emotion recognition of conversational affective speech using temporal course modeling-based error weighted cross-correlation model

Lin, J. C., Wei, W. L., Wu, C. H. & Wang, H. M., 2014 二月 12, 2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014. Institute of Electrical and Electronics Engineers Inc., 7041621. (2014 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2014).

研究成果: Conference contribution

Speech recognition
Classifiers
Acoustics
Experiments
15 引文 (Scopus)
psychological factors
conversation
personality
emotions
interactions

Interlocutor personality perception based on BFI profiles and coupled HMMs in a dyadic conversation

Su, M. H., Zheng, Y. T. & Wu, C. H., 2014 十月 24, Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, ISCSLP 2014. Zheng, T. F., Li, H., Dong, M., Tao, J. & Lu, Y. (編輯). Institute of Electrical and Electronics Engineers Inc., p. 178-182 5 p. 6936634. (Proceedings of the 9th International Symposium on Chinese Spoken Language Processing, ISCSLP 2014).

研究成果: Conference contribution

Hidden Markov models
Recurrent neural networks
Linguistics
Communication
2 引文 (Scopus)

Natural speech synthesis based on hybrid approach with candidate expansion and verification

Wu, C-H., Huang, Y. C., Lin, S. L. & Chen, C. P., 2014 一月 1, 2014 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2014. Institute of Electrical and Electronics Engineers Inc., p. 250-254 5 p. 6853596. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

研究成果: Conference contribution

Speech synthesis
Neural networks
Costs
7 引文 (Scopus)
Speech synthesis
synthesis
evaluation
3 引文 (Scopus)

Sentence extraction with topic modeling for question–answer pair generation

Wu, C-H., Liu, C. H. & Su, P. H., 2014 一月 1, 於 : Soft Computing. 19, 1, p. 39-46 8 p.

研究成果: Article

Blogs
Health
Modeling
Experimental Results
Big data
49 引文 (Scopus)
Data fusion
Human computer interaction
Interfaces (computer)
2 引文 (Scopus)
syllables
contraction
synthesis
linguistics
Decision trees
2013
1 引文 (Scopus)

Affective-cognitive dialogue act detection in an error-aware spoken dialogue system

Liang, W. B., Wu, C-H. & Sheng, M. H., 2013 十二月 1, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013. 6694233. (2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013).

研究成果: Conference contribution

Vector spaces
1 引文 (Scopus)

A probabilistic fusion strategy for audiovisual emotion recognition of sparse and noisy data

Lin, J. C., Wu, C. H. & Wei, W. L., 2013 七月 12, ICOT 2013 - 1st International Conference on Orange Technologies. p. 278-281 4 p. 6521212. (ICOT 2013 - 1st International Conference on Orange Technologies).

研究成果: Conference contribution

Hidden Markov models
Fusion reactions
Experiments
3 引文 (Scopus)

Automatic pronunciation clustering using a World English archive and pronunciation structure analysis

Shen, H. P., Minematsu, N., Makino, T., Weinberger, S. H., Pongkittiphan, T. & Wu, C-H., 2013 十二月 1, 2013 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2013 - Proceedings. p. 222-227 6 p. 6707733. (2013 IEEE Workshop on Automatic Speech Recognition and Understanding, ASRU 2013 - Proceedings).

研究成果: Conference contribution

Sodium Glutamate
Cluster Analysis
Tongue
Language
Communication
2 引文 (Scopus)

BFI-based speaker personality perception using acoustic-prosodic features

Liu, C. J., Wu, C. H. & Chiu, Y. H., 2013 十二月 1, 2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013. 6694234. (2013 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2013).

研究成果: Conference contribution

Acoustics
Neural networks
Experiments