Deep Intelligence Based Spoken Language Processing( II )

Research output

Research output per year 2019 2019 2021

• 10 Conference contribution
• 5 Article

Research output per year

Research output per year

Search results

• 2021

  Sanders classification of calcaneal fractures in CT images with deep learning and differential data augmentation techniques

  Aghnia Farda, N., Lai, J. Y., Wang, J. C., Lee, P. Y., Liu, J. W. & Hsieh, I. H., Mar 2021, In: Injury. 52, 3, p. 616-624 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Calcaneus 23%
  • Computer Systems 21%
  • Sample Size 16%
  • Datasets 14%
  19 Scopus citations
• 2020

  Encoder-Recurrent Decoder Network for Single Image Dehazing

  Dang, A., Vu, T. H. & Wang, J. C., May 2020, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 4432-4436 5 p. 9052993. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Scattering 100%
  • Deep learning 94%
  1 Scopus citations

• Sound Events Recognition and Retrieval Using Multi-Convolutional-Channel Sparse Coding Convolutional Neural Networks

  Wang, C. Y., Tai, T. C., Wang, J. C., Santoso, A., Mathulaprangsan, S., Chiang, C. C. & Wu, C. H., 2020, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 28, p. 1875-1887 13 p., 8952659.

  Research output: Contribution to journal › Article › peer-review

  • Sparse Coding 100%
  • Channel Coding 84%
  • Retrieval 67%
  • retrieval 56%
  • Sound 50%
  5 Scopus citations
• 2019

  Age and gender recognition using multi-task CNN

  Vu, D. Q., Phung, T. T. T., Wang, C. Y. & Wang, J. C., Nov 2019, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1937-1941 5 p. 9023045. (2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Experiments 100%
  3 Scopus citations

• Audio-based early warning system of sound events on the road for improving the safety of hearing-impaired people

  Chen, C. Y., Kuo, P. Y., Chiang, Y. H., Liang, J. Y., Liang, K. W. & Chang, P. C., Oct 2019, 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc., p. 933-936 4 p. 9015516. (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • early warning systems 100%
  • Alarm systems 65%
  • Audition 64%
  • hearing 63%
  • roads 62%
  3 Scopus citations

• Audio-visual speech enhancement using hierarchical extreme learning machine

  Hussain, T., Tsao, Y., Wang, H. M., Wang, J. C., Siniscalchi, S. M. & Liao, W. H., Sep 2019, EUSIPCO 2019 - 27th European Signal Processing Conference. European Signal Processing Conference, EUSIPCO, (European Signal Processing Conference; vol. 2019-September).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Speech enhancement 100%
  • Audiovisual 93%
  • Machine learning 59%
  • Testing 10%
  1 Scopus citations

• Compressed multimodal hierarchical extreme learning machine for speech enhancement

  Hussain, T., Tsao, Y., Wang, H. M., Wang, J. C., Siniscalchi, S. M. & Liao, W. H., Nov 2019, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Institute of Electrical and Electronics Engineers Inc., p. 678-683 6 p. 9023012. (2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Speech enhancement 100%
  • Machine learning 59%
  • Costs 5%

• Convolutional attention model for retinal edema segmentation

  Le Thi, P., Pham, T. & Wang, J. C., Nov 2019, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1929-1932 4 p. 9023282. (2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Optical tomography 100%
  • Deep learning 65%
  • Deep neural networks 35%
  • Image segmentation 34%
  • Convolutional neural networks 33%
  2 Scopus citations

• Deep learning and SURF for automated classification and detection of calcaneus fractures in CT images

  Pranata, Y. D., Wang, K. C., Wang, J. C., Idram, I., Lai, J. Y., Liu, J. W. & Hsieh, I. H., Apr 2019, In: Computer Methods and Programs in Biomedicine. 171, p. 27-37 11 p.

  Research output: Contribution to journal › Article › peer-review

  • Deep Learning 100%
  • Calcaneus 92%
  • Tomography 69%
  • Deep learning 64%
  • Bone Fractures 47%
  72 Scopus citations

• Large Basic Cone and Sparse Subspace Constrained Nonnegative Matrix Factorization with Kullback-Leibler Divergence for Data Representation

  Duong, V. H., Bui, M. Q., Li, Y. H., Wang, J. C. & Tai, T. C., 1 Jul 2019, In: IEEE Intelligent Systems. 34, 4, p. 39-47 9 p., 8736757.

  Research output: Contribution to journal › Article › peer-review

  • Factorization 100%
  • Cones 94%
  1 Scopus citations

• Locality preserved joint nonnegative matrix factorization for speech emotion recognition

  Mathulaprangsan, S., Lee, Y. S. & Wang, J. C., 1 Apr 2019, In: IEICE Transactions on Information and Systems. E102D, 4, p. 821-825 5 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  • Factorization 100%
  • Glossaries 97%
  • Speech recognition 94%

• Midoriko chatbot: LSTM-Based emotional 3D avatar

  Wan, Y. T., Chiu, C. C., Liang, K. W. & Chang, P. C., Oct 2019, 2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019. Institute of Electrical and Electronics Engineers Inc., p. 937-940 4 p. 9015303. (2019 IEEE 8th Global Conference on Consumer Electronics, GCCE 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • robots 100%
  • Robots 51%
  • emotions 41%
  • network analysis 38%
  • sentences 37%
  4 Scopus citations

• Parallel capsule neural networks for sound event detection

  Liang, K. W., Tseng, Y. H. & Chang, P. C., Nov 2019, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1933-1936 4 p. 9023176. (2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Acoustic waves 100%
  • Neural networks 76%
  • Parallel architectures 73%
  3 Scopus citations

• Speaker Characterization Using TDNN-LSTM Based Speaker Embedding

  Chen, C. P., Zhang, S. Y., Yeh, C. T., Wang, J. C., Wang, T. & Huang, C. L., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6211-6215 5 p. 8683185. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Long short-term memory 100%
  • Time delay 70%
  • Neural networks 52%
  • Cost functions 39%
  • Feature extraction 33%
  16 Scopus citations

• Using Deep-Q Network to Select Candidates from N-best Speech Recognition Hypotheses for Enhancing Dialogue State Tracking

  Tsai, R. T. H., Chen, C. H., Wu, C. K., Hsiao, Y. C. & Lee, H. Y., May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7375-7379 5 p. 8683749. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

  Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review

  • Transcription 100%
  • Speech recognition 80%
  • Reinforcement learning 17%
  1 Scopus citations