期刊論文

1.          Qian-Bei Hong, Chung-Hsien Wu, and Hsin-Min Wang, “Decomposition and Reorganization of Phonetic Information for Speaker Embedding Learning,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 31, pp. 1745–1757, 2023.

2.          Qian-Bei Hong, Chung-Hsien Wu, and Hsin-Min Wang, “Generalization Ability Improvement of Speaker Representation and Anti-Interference for Speaker Verification,” IEEE/ACM Transactions on Audio, Speech and Language Processing, vol. 31, pp. 486–499, 2023.

3.          Qian-Bei Hong, Chung-Hsien Wu, and Hsin-Min Wang, “Speaker-Specific Articulatory Feature Extraction Based on Knowledge Distillation for Speaker Recognition,” APSIPA Transactions on Signal and Information Processing, vol. 12, no. 2, e10 (pp. 1–26), 2023.

4.          Qian-Bei Hong, Chung-Hsien Wu, Ming-Hsiang Su, and Chia-Cheng Chang, “Exploring Macroscopic and Microscopic Fluctuations of Elicited Facial Expressions for Mood Disorder Classification,” IEEE Transactions on Affective Computing, vol. 12, no. 4, pp. 989–1001, 2019.

研討會論文

1.          Qian-Bei Hong, Yu-Chen Gao, Yu-Ying Xiao, Yeou-Jiunn Chen, and Kun-Yi Huang, “Voice Spoofing Detection via Speech Rule Generation Using wav2vec 2.0-Based Attention,” The 37th Conference on Computational Linguistics and Speech Processing (ROCLING 2025), Taipei City, Taiwan, Nov. 20-22, 2025.

2.          許哲嘉, 陳有圳, 洪千焙, “基於TRANSFORMER和空間注意力機制特徵圖像神經網路之多模態情感識別,” 2025 DLT數位生活科技研討會暨民生電子論壇, 台中市, 台灣, 5月16~17日, 2025.

3.          Qian-Bei Hong, Chung-Hsien Wu, and Yeou-Jiunn Chen, “Speaker Change Detection Using Ensemble Prediction in Conversations,” The 36th Conference on Computational Linguistics and Speech Processing (ROCLING 2024), Taipei City, Taiwan, Nov. 4-5, 2024.

4.          Zhe-Jia Xu, Yeou-Jiunn Chen, and Qian-Bei Hong, “Multilingual Speech Translator for Medical Consultation,” The 27th International Conference of the Oriental COCOSDA, Hsinchu, Taiwan, Oct. 17-19, 2024.

5.          Zhe-Jia Xu, Yeou-Jiunn Chen, and Qian-Bei Hong, “Multimodal Emotion Recognition Using Speech and Text: A Transformer-based Approach,” 2024 International Symposium on Novel and Sustainable Technology, Tainan City, Taiwan, Oct. 17-18, 2024.

6.          Qian-Bei Hong, Chung-Hsien Wu, Thanh Binh Nguyen, and Hsin-Min Wang, “Improvement of Spatial Ambiguity in Multi-Channel Speech Separation Using Channel Attention,” Asia-Pacific Signal and Information Processing Association (APSIPA), Tokyo, Japan, Dec. 14-17, 2021.

7.          Qian-Bei Hong, Chung-Hsien Wu, Hsin-Min Wang, and Chien-Lin Huang, “Statistics Pooling Time Delay Neural Network Based on X-Vector for Speaker Verification,” International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 4-8, 2020.

8.          Qian-Bei Hong, Chung-Hsien Wu, Hsin-Min Wang, and Chien-Lin Huang, “Combining Deep Embeddings of Acoustic and Articulatory Features for Speaker Identification,” International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Barcelona, Spain, May 4-8, 2020.

9.          Qian-Bei Hong, Chung-Hsien Wu, Ming-Hsiang Su, and Hsin-Min Wang, “Sequential Speaker Embedding and Transfer Learning for Text-Independent Speaker Identification,” Asia-Pacific Signal and Information Processing Association (APSIPA), Lanzhou, China, Nov. 18-21, 2019.

10.          Kun-Yi Huang, Chung-Hsien Wu, Qian-Bei Hong, Ming-Hsiang Su, and Yi-Hsuan Chen, “Speech Emotion Recognition Using Deep Neural Network Considering Verbal and Nonverbal Speech Sounds,” International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Brighton, UK, May 12-17, 2019.

11.          Kun-Yi Huang, Chung-Hsien Wu, Qian-Bei Hong, Ming-Hsiang Su, and Yuan-Rong Zeng, “Speech Emotion Recognition using Convolutional Neural Network with Audio Word-based Embedding,” The 11th International Symposium on Chinese Spoken Language Processing (ISCSLP), Taipei City, Taiwan, Nov. 26-29, 2018.

12.     Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong, and Huai-Hung Huang, “Follow-up Question Generation using Pattern-based Seq2seq with a Small Corpus for Interview Coaching,” Interspeech 2018, Hyderabad, India, Sep. 2-6, 2018.

13.     Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong, “LSTM-based Text Emotion Recognition Using Semantic and Emotional Word Vectors,” 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia), Beijing, China, May 20-22, 2018.

14.     Qian-Bei Hong, Chung-Hsien Wu, Ming-Hsiang Su, Kun-Yi Huang, “Exploring Macroscopic Fluctuation of Facial Expression for Mood Disorder Classification,” 2018 First Asian Conference on Affective Computing and Intelligent Interaction (ACII Asia), Beijing, China, May 20-22, 2018.

15.     Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong and Hsin-Min Wang, “Personality Trait Perception from Speech Signals Using Multiresolution Analysis and Convolutional Neural Networks,” Asia-Pacific Signal and Information Processing Association (APSIPA), Kuala Lumpure, Malaysia, Dec. 12-15, 2017.

16.     Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong and Hsin-Min Wang, “A Chatbot Using LSTM-based Multi-Layer Embedding for Elderly Care,” IEEE International Conference on Orange Technologies (ICOT), Singapore, Dec. 8-10, 2017.

17.     Ming-Hsiang Su, Chung-Hsien Wu, Kun-Yi Huang, Qian-Bei Hong and Hsin-Min Wang, “Exploring Microscopic Fluctuation of Facial Expression for Mood Disorder Classification,” IEEE International Conference on Orange Technologies (ICOT), Singapore, Dec. 8-10, 2017.

國科會/科技部計畫

1.          (2025/08/01~2026/07/31)、一般研究計畫、應用深度學習技術於基於視覺誘發電位腦機介面之溝通輔具研發、NSTC 114-2221-E-218-018【共同主持人】

2.          (2025/04/22~2025/11/20)、技專校院實務型研究專案計畫(跨域實作型)、AI健康照護雙生體分析平台：跨領域智慧化健康與營養管理暨精準運動復健解決方案、NSTC 114-MEA-8-218-005【共同主持人】

3.          (2024/11/01~2026/10/31)、新進人員研究計畫、使用深度學習結合語音與文本特徵於語音欺騙偵測之研究、NSTC 113-2222-E-218-003-MY2【計畫主持人】

得獎紀錄

個人：

1.          中華民國計算語言學學會第二十三屆博士論文佳作獎

2.          中華民國斐陶斐榮譽學會國立成功大學分會112年榮譽會員

指導學生：

1.          第二十屆數位訊號處理創思設計競賽，作品：大學系所咨詢之AI語音系辦助理，獲得佳作。老師：陳有圳、洪千焙，學生：劉正偉、朱九齡、黃暐宸。
(主辦單位：南臺科技大學電機工程系，競賽日期：2025/03/14)

2.          113年度AIGO潛力新星盃，競賽主題：利用AI語音分析辨識教學品質，獲得「特優獎」和「潛力獎」。老師：洪千焙、陳有圳，學生：許哲嘉、劉正偉。
(主辦單位：數位發展部數位產業署，競賽日期：2024/04/25~2024/11/15)