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• 2020

  Enhanced Language Modeling with Proximity and Sentence Relatedness Information for Extractive Broadcast News Summarization

  Liu, S. H., Chen, K. Y. & Chen, B., 2020 Feb 7, In: ACM Transactions on Asian and Low-Resource Language Information Processing. 19, 3, 3377407.

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

  Open Access

  • Experiments

• Multi-Instrument Automatic Music Transcription with Self-Attention-Based Instance Segmentation

  Wu, Y. T., Chen, B. & Su, L., 2020, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 28, p. 2796-2809 14 p., 9222310.

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

  • Transcription
  • Music
  • music
  • Segmentation
  • Music Information Retrieval

• Spoken Document Retrieval Leveraging Bert-Based Modeling and Query Reformulation

  Fan-Jiang, S. W., Lo, T. H. & Chen, B., 2020 May, 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2020 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 8144-8148 5 p. 9052910. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2020-May).

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

  • Feedback
  • Deep learning
  • Information retrieval
  • Experiments
• 2019

  A Hierarchical Neural Summarization Framework for Spoken Documents

  Liu, T. E., Liu, S. H. & Chen, B., 2019 May, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 7185-7189 5 p. 8683758. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

  • Acoustics
  • Reinforcement learning
  • Deep learning
  • Experiments
  3 Citations (Scopus)

• Enhanced Bert-Based Ranking Models for Spoken Document Retrieval

  Lin, H. Y., Lo, T. H. & Chen, B., 2019 Dec, 2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 601-606 6 p. 9003890. (2019 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2019 - Proceedings).

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

  • Information retrieval
  • Speech recognition
  • ranking
  • Statistics
  • Experiments
  2 Citations (Scopus)

• Investigating Manifold Learning Technique for Robust Speech Recognition

  Yan, B. C., Shih, C. H., Chen, B. & Liu, S. H., 2019 Jan 28, Proceedings of the 2018 International Conference on Asian Language Processing, IALP 2018. Dong, M., Ruskanda, F. Z., Sujaini, H., Romadhony, A., Bijaksana, M., Nurfadhilah, E., Aini, L. R. & Negara, A. B. P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 68-73 6 p. 8629269. (Proceedings of the 2018 International Conference on Asian Language Processing, IALP 2018).

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

  • Speech Recognition
  • Speech recognition
  • Automatic Speech Recognition
  • Modulation
  • learning

• Modulation spectrum augmentation for robust speech recognition

  Yan, B. C., Liu, S. H. & Chen, B., 2019 Nov 15, Proceedings of the International Conference on Advanced Information Science and System, AISS 2019. Association for Computing Machinery, (ACM International Conference Proceeding Series).

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

  • Speech recognition
  • Modulation
  • Discrete Fourier transforms
  • Statistical Models
  • Experiments

• Polyphonic Music Transcription with Semantic Segmentation

  Wu, Y. T., Chen, B. & Su, L., 2019 May, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 166-170 5 p. 8682605. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

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

  • Transcription
  • Semantics
  • Chemical activation
  • Pixels
  • Experiments
  3 Citations (Scopus)

• Semi-supervised training of acoustic models leveraging knowledge transferred from out-of-domain data

  Lo, T. H. & Chen, B., 2019 Nov, 2019 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2019. Institute of Electrical and Electronics Engineers Inc., p. 1400-1404 5 p. 9023040. (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

  • Acoustics
  • Speech recognition
  • Seed
  • Statistics
  • Experiments
  2 Citations (Scopus)
• 2018

  An Information Distillation Framework for Extractive Summarization

  Chen, K. Y., Liu, S. H., Chen, B. & Wang, H. M., 2018 Jan, In: IEEE/ACM Transactions on Audio Speech and Language Processing. 26, 1, p. 161-170 10 p.

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

  • Summarization
  • Distillation
  • distillation
  • embedding
  • Framework
  13 Citations (Scopus)

• Automatic Music Transcription Leveraging Generalized Cepstral Features and Deep Learning

  Wu, Y. T., Chen, B. & Su, L., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 401-405 5 p. 8462079. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

  • Transcription
  • Deep learning
  • Discrete Fourier transforms
  • Neural networks
  3 Citations (Scopus)

• Essence Vector-Based Query Modeling for Spoken Document Retrieval

  Chen, K. Y., Liu, S. H., Chen, B. & Wang, H. M., 2018 Sep 10, 2018 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2018 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6274-6278 5 p. 8461687. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2018-April).

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

  • Launching
  • Query languages
  • Experiments
  2 Citations (Scopus)

• Investigating Siamese LSTM networks for text categorization

  Shih, C. H., Yan, B. C., Liu, S. H. & Chen, B., 2018 Feb 5, Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017. Institute of Electrical and Electronics Engineers Inc., p. 641-646 6 p. (Proceedings - 9th Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA ASC 2017; vol. 2018-February).

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

  • Long short-term memory
  • Deep neural networks
  • Semantics
  • Deep learning
  • Information retrieval
  9 Citations (Scopus)

• Neural relevance-aware query modeling for spoken document retrieval

  Lo, T. H., Chen, Y. W., Chen, K. Y., Wang, H. M. & Chen, B., 2018 Jan 24, 2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 466-473 8 p. (2017 IEEE Automatic Speech Recognition and Understanding Workshop, ASRU 2017 - Proceedings; vol. 2018-January).

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

  • Feedback
  • Query languages
  • Information retrieval
  • Neural networks
  4 Citations (Scopus)

• On the use of speaker-aware language model adaptation techniques for meeting speech recognition

  Chen, Y. W., Lo, T. H., Chang, H. J., Chao, W. C. & Chen, B., 2018 Oct 1, Proceedings of the 30th Conference on Computational Linguistics and Speech Processing, ROCLING 2018. Lee, C-C., Yang, C-Z., Chien, J-T., Chiang, C-Y., Day, M-Y., Tsai, R. T-H., Lee, H-Y., Lu, W-H. & Wu, S-H. (eds.). The Association for Computational Linguistics and Chinese Language Processing (ACLCLP), p. 46-60 15 p. (Proceedings of the 30th Conference on Computational Linguistics and Speech Processing, ROCLING 2018).

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

  • Speech Recognition
  • Language Model
  • Recognition (Psychology)
  • Language
  • Cues
• 2017

  A locality-preserving essence vector modeling framework for spoken document retrieval

  Chen, K. Y., Liu, S. H., Chen, B. & Wang, H. M., 2017 Jun 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5665-5669 5 p. 7953241. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Launching
  • Invariance
  • Information retrieval
  • Machine learning
  • Semantics
  4 Citations (Scopus)

• A novel paragraph embedding method for spoken document summarization

  Chen, K. Y., Liu, S. H., Chen, B. & Wang, H. M., 2017 Jan 17, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820882. (2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016).

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

  • Redundancy
  • Launching
  • Information retrieval
  • Machine learning
  • Experiments

• A position-aware language modeling framework for Extractive broadcast news speech summarization

  Liu, S. H., Chen, K. Y., Hsieh, Y. L., Chen, B., Wang, H. M., Yen, H. C. & Hsu, W. L., 2017 Aug, In: ACM Transactions on Asian and Low-Resource Language Information Processing. 16, 4, 27.

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

  • Conveying
  • Feedback
  2 Citations (Scopus)

• Discriminative autoencoders for acoustic modeling

  Yang, M. H., Lee, H. S., Lu, Y. D., Chen, K. Y., Tsao, Y., Chen, B. & Wang, H. M., 2017, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 3557-3561 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Automatic Speech Recognition
  • Acoustics
  • Speech
  • Modeling
  • Telephone
  3 Citations (Scopus)

• Employing median filtering to enhance the complex-valued acoustic spectrograms in modulation domain for noise-robust speech recognition

  Hsieh, H. J., Chen, B. & Hung, J. W., 2017 May 2, Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016. Wang, H-M., Hou, Q., Wei, Y., Lee, T., Wei, J., Xie, L., Feng, H., Dang, J. & Dang, J. (eds.). Institute of Electrical and Electronics Engineers Inc., 7918403. (Proceedings of 2016 10th International Symposium on Chinese Spoken Language Processing, ISCSLP 2016).

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

  • Acoustic noise
  • acoustics
  • Speech recognition
  • Acoustics
  • Modulation
  4 Citations (Scopus)

• Enhancing feature modulation spectra with dictionary learning approaches for robust speech recognition

  Yan, B. C., Shih, C. H., Liu, S. H. & Chen, B., 2017 Aug 28, 2017 IEEE International Conference on Multimedia and Expo, ICME 2017. IEEE Computer Society, p. 577-582 6 p. 8019509. (Proceedings - IEEE International Conference on Multimedia and Expo).

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

  • Glossaries
  • Speech recognition
  • Modulation
  • Singular value decomposition
  • Acoustic noise

• Exploiting graph regularized nonnegative matrix factorization for extractive speech summarization

  Liu, S. H., Chen, K. Y., Hsieh, Y. L., Chen, B., Wang, H. M., Yen, H. C. & Hsu, W. L., 2017 Jan 17, 2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016. Institute of Electrical and Electronics Engineers Inc., 7820883. (2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference, APSIPA 2016).

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

  • Factorization
  • Semantics
  • Experiments

• Exploring low-dimensional structures of modulation spectra for robust speech recognition

  Yan, B. C., Shih, C. H., Liu, S. H. & Chen, B., 2017, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 3637-3641 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Speech Recognition
  • Automatic Speech Recognition
  • Speech
  • Modulation
  • Speech recognition
  2 Citations (Scopus)

• Exploring the use of significant words language modeling for spoken document retrieval

  Chen, Y. W., Chen, K. Y., Wang, H. M. & Chen, B., 2017, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2017-August, p. 2889-2893 5 p.

  Research output: Contribution to journal › Conference article › peer-review

  • Language Modeling
  • Document Retrieval
  • Language Model
  • Query Language
  • Query
  4 Citations (Scopus)

• Extractive speech summarization leveraging convolutional neural network techniques

  Tsai, C. I., Hung, H. T., Chen, K. Y. & Chen, B., 2017 Feb 7, 2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 158-164 7 p. 7846259. (2016 IEEE Workshop on Spoken Language Technology, SLT 2016 - Proceedings).

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

  • Neural Networks
  • Multilayer neural networks
  • Summarization
  • Neural networks
  • Deep neural networks
  5 Citations (Scopus)

• Leveraging manifold learning for extractive broadcast news summarization

  Liu, S. H., Chen, K. Y., Chen, B., Wang, H. M. & Hsu, W. L., 2017 Jun 16, 2017 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2017 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 5805-5809 5 p. 7953269. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • Linear programming
  • Learning algorithms
  • Semantics
  1 Citation (Scopus)

• 序列標記與配對方法用於語音辨識錯誤偵測及修正

  Wu, C. H., Tsai, C. I., Hung, H. T., Kao, Y. C. & Chen, B., 2017 Nov 1, Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017. Ku, L-W., Tsao, Y., Lee, C-C., Yang, C-Z., Lee, H-Y., Tsai, R. T-H., Lu, W-H. & Wu, S-H. (eds.). The Association for Computational Linguistics and Chinese Language Processing (ACLCLP), p. 354-369 16 p. (Proceedings of the 29th Conference on Computational Linguistics and Speech Processing, ROCLING 2017).

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

  • Error Detection
  • Error Correction
  • Speech Recognition
  • Labeling
  • Recognition (Psychology)

• 探究使用基於類神經網路之特徵於文本可讀性分類

  曾厚強, 陳柏琳(Berlin C & 宋曜廷(Yao-Ting S, 2017, In: 中華民國糖尿病衛教學會會訊. 22, 2, p. 31-45 15 p.

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

• 探究使用基於類神經網路之特徵於文本可讀性分類

  曾厚強(Hou-Chiang T, 陳柏琳(Berlin C & 宋曜廷(Yao-Ting S, 2017, In: 中文計算語言學期刊. 22, 2, p. 31-45 15 p.

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

• 當代非監督式方法之比較於節錄式語音摘要

  劉士弘, 陳冠宇, 施凱文, 陳柏琳(Berlin C, 王新民 & 許聞廉(Wen-Lian H, 2017, In: 中文計算語言學期刊. 22, 1, p. 1-26 26 p.

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

• 語音文件檢索使用類神經網路技術

  羅天宏(Tien-Hong L, 陳映文, 陳冠宇, 王新民 & 陳柏琳(Berlin C, 2017, In: 中文計算語言學期刊. 22, 2, p. 1-15 15 p.

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