Roger Jang's Publication List

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2024

  1. Chung-Che Wang, Ta-Wei Chu, and Jyh-Shing Roger Jang, "Next-visit prediction and prevention of hypertension using large-scale routine health checkup data", PLOS ONE, No. 11, Vol. 19, 2024. [more info][download]
  2. Jiawei Du, I-Ming Lin, I-Hsiang Chiu, Xuanjun Chen, Haibin Wu, Wenze Ren, Yu Tsao, Hung-yi Lee, Jyh-Shing Roger Jang, "DFADD: The Diffusion and Flow-Matching Based Audio Deepfake Dataset", IEEE Spoken Language Technology Workshop, Macao, China, 2024.
  3. Chih-Hsiang Hsu and Jyh-Shing Roger Jang, "Enhancing 3D Human Pose Estimation with Bone Length Adjustment", 17th Asian Conference on Computer Vision, Hanoi, Vietname, Dec 2024. [download]
  4. Haibin Wu, Huang-Cheng Chou, Kai-Wei Chang, Lucas Goncalves, Jiawei Du, Jyh-Shing Roger Jang, Chi-Chun Lee, and Hung-yi Lee, "Open-Emotion: A Reproducible EMO-SUPERB for Speech Emotion Recognition System", IEEE Spoken Language Technology Workshop, Macao, China, Aug 2024. [download]
  5. Kai Zhang, Qiuxia Zhang, Chung-Che Wang, and Jyh-Shing Roger Jang, "Contextual Biasing for End-to-End Chinese ASR", IEEE Access, 2024. [download]
  6. Yeh-Sheng Lin, Shu-Chuan Tseng, and Jyh-Shing Roger Jang, "Leveraging Phonemic Transcription and Whisper toward Clinically Significant Indices for Automatic Child Speech Assessment", Interspeech, Kos Island, Greece, Sept 2024. [download]
  7. Yu-Chen Lin, Akhilesh Kumar, Norman Chang, Wenliang Zhang, Muhammad Zakir, Rucha Apte, Haiyang He, Chao Wang, Jyh-Shing Roger Jang, "Novel Preprocessing Technique for Data Embedding in Engineering Code Generation Using Large Language Model", the 1st IEEE International Workshop on LLM-Aided Design (LAD'24), June 2024.
  8. Te-Yu Chi and Jyh-Shing Roger Jang, "WC-SBERT: Zero-Shot Topic Classification Using SBERT and Light Self-Training on Wikipedia Categories", ACM Transactions on Intelligent Systems and Technology, 2024. [download]
  9. Xuanjun Chen, Jiawei Du, Haibin Wu, Jyh-Shing Roger Jang, Hung-yi Lee, "Neural Codec-based Adversarial Sample Detection for Speaker Verification", INTERSPEECH, 2024.
  10. Xuanjun Chen, Haibin Wu, Jyh-Shing Roger Jang, Hung-yi Lee, "Singing Voice Graph Modeling for SingFake Detection", INTERSPEECH, 2024.
  11. Henian Li, Lang Lin, Norman Chang, Sreeja Chowdhury, Dylan Mcguire, Bozidar Novakovic, Kazuki Monta, Makoto Nagata, Ying-Shiun Li, Pramod M S, Piin-Chen Yeh, Jyh-Shing Roger Jang, Chengjie Xi, Qiutong Jin, Navid Asadi, and Mark Tehranipoor, "Photon Emission Modeling and Machine-Learning Assisted Pre-Silicon Optical Side-channel Simulation", IEEE International Symposium on Hardware Oriented Security and Trust (HOST), Washington DC, USA, May 2024. [download]
  12. Jun-You Wang, Chung-Che Wang, Chon-In Leong, and Jyh-Shing Roger Jang,, "MIR-MLPOP: A Multilingual Pop Music Dataset with Time-Aligned Lyrics and Audio", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, April 2024.
  13. Xuanjun Chen, Haibin Wu, Chung-Che Wang, Hung-yi Lee, and Jyh-Shing Roger Jang, "Multimodal Transformer Distillation for Audio-Visual Synchronization", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Seoul, Korea, April 2024. [download]

2023

  1. Jun-You Wang and Jyh-Shing Roger Jang, "Training a Singing Transcription Model Using Connectionist Temporal Classification Loss and Cross-Entropy Loss", IEEE/ACM Transactions on Audio, Speech, and Language Processing, Vol. 31, PP. 383-396, 2023. (doi: 10.1109/TASLP.2022.3224297)
  2. Chia-Ying Tsao, Chih-Ting Yeh, Jyh-Shing Roger Jang, Yung-Yaw Chen, and Chuan-Ju Wang, "Multi-behavior Recommendation with Action Pattern-aware Networks", IEEE International Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT), PP. 16-23, 2023. (DOI Bookmark: 10.1109/WI-IAT59888.2023.00009)
  3. Jun-You Wang, Hung-yi Lee1, Jyh-Shing Roger Jang, and Li Su, "Zero-shot singing voice synthesis from musical score", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Taipei, Taiwan, Dec 2023. [download]
  4. Jun-You Wang, Chon-In Leong, Yu-Chen Lin, Li Su, and Jyh-Shing Roger Jang, "Adapting pretrained speech model for Mandarin lyrics transcription and alignment", IEEE Workshop on Automatic Speech Recognition and Understanding (ASRU), Taipei, Taiwan, Dec 2023. [download]
  5. Yu-Chun Lin, Chung-Che Wang, and Jyh-Shing Jang, "Improving End-to-end Taiwanese-Speech-to-Chinese-Text Translation by Semi-supervised Learning", ROCLING Conference, Taipei, Taiwan, Oct 2023. (Best paper award)
  6. Yin-Chieh Wang, Wen-Hong Wu, Feng-Yu Kuo, Han-Chun Wu, Te-Yu Chi, Te-Lun Yang, Sheh Chen, and Jyh-Shing Roger Jang, "CrowNER at ROCLING 2023 MultiNER-Health Task: Enhancing NER Task with GPT Paraphrase Augmentation on Sparsely Labeled Data", ROCLING Conference, Taipei, Taiwan, Oct 2023.
  7. Qiu-Xia Zhang, Te-Yu Chi, Te-Lun Yang, Yu-Meng Tang, Ta-Lin Chen, and Jyh-Shing Jang, "Category Mapping for Zero-shot Text Classification", ROCLING Conference, Taipei, Taiwan, Oct 2023.

2022

  1. Cheng-Tse Wu, Ta-We Chu, and Jyh-Shing Roger Jang, "An Efficient Clustering-Based Feature Selection Method for HighDimensional Large-Scale Datasets", Proc. 2022 Asia-Pacific Association for Medical Informatics (APAMI), Taipei, Taiwan, Oct 2022.
  2. Kuan-Yu Lin, Cheng-Sheng Liang, Cheng-Che Hsu, Shuei-Liong Lin, Yi-Ting Chen, Fong-Shung Huang, Shang-Lin Wang, Jyh-Shing Jang, and Yen-Wen Lu, "Optoelectronic Online Monitoring System for Hemodialysis and Its Data Analysis", Sensors and Actuators: B. Chemical, Vol. 364, 2022.
  3. Jimin Wen, Norman Chang, Lang Lin, David Luo, Jyh-Shing Roger Jang, and Hua Chen, "Security Integrity Analytics by Thermal Side-channel Simulation: An ML-augmented Auto-POI Approach", Proceedings of DesignCon, Jan 2022.
  4. Chang-Fu Su, Shu-I Chiu, Jyh-Shing Roger Jang, and Feipei Lai, "Improved Inpatient Deterioration Detection in General Wards by Using Time-series Vital Signs", Scientific Reports, No. 11901, Vol. 12, 2022. [more info][download]
  5. Cheng-Wei Gao (高晟瑋) and Jyh-Shing Roger Jang (張智星), "Head Width Prediction Using Facial Landmark Detection and Head Pose Estimation", 35th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Taiwan, Aug 2022.
  6. Po-Hsuan Hsiao (蕭柏宣), Jyh-Shing Roger Jang(張智星) and Chang-Hong Lin (林昶宏), "FashionAI: A Comprehensive Framework for Clothes Segmentation and Recognition", 35th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Taiwan, Aug 2022.
  7. Yu-Hua Chen, Wen-Yi Hsiao, Tsu-Kuang Hsieh, Jyh-Shing Roger Jang and Yi-Hsuan Yang, "Towards Automatic Transcription of Polyphonic Electric Guitar Music: A New Dataset and a Multi-loss Transformer Model", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Alberta, Canada, May 2022.
  8. Chung-Che Wang, Ta-Wei Chu, and Jyh-Shing Jang, "Next-Visit Prediction and Prevention of Hypertension Using Routine Health Checkup Data", Proc. 2022 Asia-Pacific Association for Medical Informatics (APAMI), Taipei, Taiwan, Oct 2022.
  9. Jui-Te Wu, Jun-You Wang, Jyh-Shing Roger Jang, and Li Su, "A Unified Model for Zero-shot Singing Voice Conversion and Sythesis", International Society for Music Information Retrieval (ISMIR), Bengaluru, India, Dec 2022. [more info]
  10. Wee Shin Lim, Shu-I Chiu, Meng-Ciao Wu, Shu-Fen Tsai, Pu-He Wang, Kun-Pei Lin, Yung-Ming Chen, Pei-Ling Peng, Yung-Yaw Chen, Jyh-Shing Roger Jang, and Chin-Hsien Lin, "An Integrated Biometric Voice and Facial Features for Early Detection of Parkinson's disease", npj Parkinson's Disease, No. 145, Vol. 8, Oct 2022. (https://doi.org/10.1038/s41531-022-00414-8) [more info][download]
  11. Shu-I Chiu, Ling-Yun Fan, Chin-Hsien Lin, Ta-Fu Chen, Wee Shin Lim, Jyh-Shing Roger Jang, and Ming-Jang Chiu, "ML-Based Classification of Subjective Cognitive Decline, Mild Cognitive Impairment, and Alzheimer's Dementia Using Neuroimage and Plasma Biomarkers", ACS Chemical Neuroscience, Nov 2022. [more info][download]
  12. Wee Shin Lim, Heng-Yen Ho, Heng-Chen Ho, Yan-Wu Chen, Chih-Kuo Lee, Pao-Ju Chen, Feipei Lai, Jyh-Shing Roger Jang & Mei-Lan Ko, "Use of Multimodal Dataset in AI for Detecting Glaucoma Based on Fundus Photographs Assessed with OCT: Focus Group Study on High Prevalence of Myopia", BMC Medical Imaging, No. 206, Vol. 22, Nov 2022. [more info][download]
  13. Qiu-Xia Zhang, Te-Yu Chi, Te-Lun Yang, and Jyh-Shing Roger Jang, "命名實體識別：結合預訓練模型及對抗訓練的解決方案 (CrowNER at Rocling 2022 Shared Task: NER using MacBERT and Adversarial Training)", The 34th Conference on Computational Linguistics and Speech Processing (ROCLING 2022), Taipei, Taiwan, 2022. [download]
  14. Shu-Fen Tsai, Shih-Chan Kuo, Ren-Yuan Lyu, and Jyh-Shing Roger Jang, "Ensemble and Re-ranking based on Language Models to Improve ASR", 13th International Symposium on Chinese Spoken Language Processing (ISCSLP), Singapore, Dec. 2022.
  15. Yen-Lun Liao, Chi-Han Lin, Ren-Yuan Lyu, and Jyh-Shing Roger Jang, "Improving ASR in Reverberant Environments", 13th International Symposium on Chinese Spoken Language Processing (ISCSLP), Singapore, Dec. 2022.
  16. Yen-Lun Liao, Xuanjun Chen, Chung-Che Wang, and Jyh-Shing Roger Jang, "Adversarial Speaker Distillation for Countermeasure Model on Automatic Speaker Verification.", Proc. 2022 ISCA Symposium on Security and Privacy in Speech Communication, Aug 2022.

2021

  1. Ming-Chi Yen, Wen-Chin Huang, Kazuhiro Kobayashi, Yu-Huai Peng, Shu-Wei Tsai, Yu Tsao, Tomoki Toda, Jyh-Shing Roger Jang, and Hsin-Min Wang, "Mandarin Electrolaryngeal Speech Voice Conversion with Sequence-to-Sequence Modeling", IEEE Automatic Speech Recognition and Understanding Workshop (ASRU), PP. 650-657, Dec 2021.
  2. Chung-Che Wang (王崇?), Hsien-Yao Shui (稅顯堯), and Jyh-Shing Roger Jang (張智星), "Chinese Handwritten Style Transfer Using Only 25 Target Examples", 34th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Taiwan, Aug 2021.
  3. Po-Hsuan Hsiao (蕭柏宣), 1 Jun-Qing Liu (劉濬慶), Jyh-Shing Roger Jang(張智星) and Chang-Hong Lin (林昶宏), "A Comprehensive Framework for Bread Image Detection and Recognition for Automatic Bakery Checkout", 34th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), Taiwan, Aug 2021.
  4. Ta-Ching Chen, Wee Shin Lim, Victoria Y. Wang, Mei-Lan Ko, Shu-I Chiu, Yu-Shu Huang, Feipei Lai, Chung-May Yang, Fung-Rong Hu, Jyh-Shing Roger Jang and Chang-Hao Yang, "Artificial Intelligence-Assisted Early Detection of Retinitis Pigmentosa — the Most Common Inherited Retinal Degeneration", Journal of Digital Imaging, 2021. (DOI: 10.1007/s10278-021-00479-6) [more info][download]
  5. Cheng-Tse Wu, Ta-Wei Chu, Jyh-Shing Roger Jang, "Current-Visit and Next-Visit Prediction for Fatty Liver Disease With a Large-Scale Dataset: Model Development and Performance Comparison", JMIR Med Informatics, No. 8, Vol. 9, 2021. (DOI: 10.2196/26398) [more info][download]
  6. Jun-You Wang and Jyh-Shing Roger Jang, "On the Preparation and Validation of A Large-Scale Dataset of Singing Transcription", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Toronto, Canada, March 2021.

2020

  1. Chin-Hsien Lin, Shu-I Chiu, Ta-Fu Chen, Jyh-Shing Roger Jang, Ming-Jang Chiu, "Classifications of Neurodegenerative Disorders Using a Multiplex Blood Biomarkers-Based Machine Learning Model", International Journal of Molecular Sciences, No. 18, Vol. 21, PP. E6914, Sept 2020. [download]
  2. Szu-Yu Chou, Jyh-Shing Roger Jang, and Yi-Hsuan Yang, "Fast Tensor Factorization for Large-Scale Context-Aware Recommendation from Implicit Feedback", IEEE Transaction on Big Data, No. 1, Vol. 6, PP. 201-208, 2020. [download]
  3. Ji-Han Liu, Cheng-Tse Wu, Ta-Wei Chu and Jyh-Shing Roger Jang, "Data-driven Feature Selection for Long Longitudinal Breadth and High Dimensional Dataset: Empirical Studies of Metabolic Syndrome Prediction", International Conference on Machine Learning and Computing, Feb 2020.

2019

  1. Ji-Han Liu, Hsiao-Ko Chang, Cheng-Tse Wu, Wee Shin Lim, Hui-Chih Wang, and Jyh-Shing Roger Jang, "Machine Learning Based Early Detection System of Cardiac Arrest", Proceedings of 2019 Conference on Technologies and Applications of Artificial Intelligence (TAAI), Nov 2019. [download]
  2. Yueh-Ting Lee, Xuan-Bo Chen, Hung-Shin Lee, Jyh-Shing Roger Jang and Hsin-Min Wang, "Multi-task Learning for Mandarin Acoustic Modeling Using Articulatory Attributes", APSIPA Annual Summit and Conference (APSIPA ASC), Nov 2019. [download]
  3. Xuan-Bo Chen, Yueh-Ting Lee, Hung-Shin Lee, Jyh-Shing Roger Jang, and Hsin-Min Wang, "Mandarin Mispronunciation Detection and Diagnosis Feedback Using Articulatory Attributes Based Multi-task Learning", International Conference on Speech Databases and Assessments (Oriental COCOSDA), Taipei, Taiwan, Oct 2019. [download]
  4. Yi-Lun Pan, Min-Jhih Haung, Kuo-Teng Ding, Ja-Ling Wu, Jyh-Shing Jang, "k-Same-Siamese-GAN: k-Same Algorithm with GAN for Facial Image De-identi?cation with Hyperparameter Tuning and Mixed Precision Training", IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Taipei, Taiwan, Sep 2019. [download]
  5. Sheng-Hsing Hsiao and Jyh-Shing Roger Jang, "Improving ResNet-based Feature Extractor for Face Recognition via Re-ranking and Approximate Nearest Neighbor", IEEE International Conference on Advanced Video and Signal-based Surveillance (AVSS), Taipei, Taiwan, Sep 2019. [download]
  6. Tzu-Chun Yeh and Jyh-Shing Roger Jang, "AutoRhythm: A Music Game with Automatic Hit-Timing Generation and Percussion Identification", IEEE Transaction on Games, No. 3, Vol. 12, PP. 291-301, Aug 2019. [download]
  7. Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, Jyh-Shing R. Jang, "Backpropagation with N-D Vector-Valued Neurons Using Arbitrary Bilinear Products", Transactions on Neural Networks and Learning Systems (TNNLS), No. 7, Vol. 31, PP. 2638-2652, Sept 2019. [download]
  8. Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, and Jyh-Shing R. Jang, "Deep Cyclic Group Networks", International Joint Conference of Neural Networks (IJCNN), Budapest, 2019. [download]
  9. Hsiao-Ko Chang, Cheng-Tse Wu, Ji-Han Liu, Wee Shin Lim, Hui-Chih Wang, Shu-I Chiu and Jyh-Shing Roger Jang, "Early Detecting In-Hospital Cardiac Arrest Based on Machine Learning on Imbalanced Data", Proceedings of the 7th IEEE International Conference on Healthcare Informatics, Xian, China, Jun 2019. [download]

2018

  1. Hsiao-Ko Chang, Cheng-Tse Wu, Ji-Han Liu and Jyh-Shing Roger Jang, "Using Machine Learning Algorithms in Medication for Cardiac Arrest Early Warning System Construction and Forecasting", Proceedings of 2018 Conference on Technologies and Applications of Artificial Intelligence (TAAI), Asia University, Taichung, Taiwan, Nov 2018. [download]
  2. Chunta Chen and Jyh-Shing Roger Jang, "An Effective Method for Audio-to-score Alignment Using Onsets and Modified Constant Q Spectra", Multimedia Tools and Applications, 2018. [download]
  3. C. Y. Su, C. Y. Tseng, J.-S. Roger Jang, and T. Visceglia, "A Hierarchical Linguistic Information-based Model of English Prosody: L2 Data Analysis and Implications for Computer-Assisted Language Learning", Computer Speech & Language, Vol. 51, PP. 44-67, 2018. [download]
  4. Cheng-Wei Wu, Jen-Yu Liu, Yi-Hsuan Yang, and J.-S. Roger Jang, "Singing Style Transfer Using Cycle-Consistent Boundary Equilibrium Generative Adversarial Networks", Joint Workshop on Machine Learning for Music, Stockholm, Sweden, July 2018.
  5. Szu-Yu Chou, Jyh-Shing Roger Jang, and Yi-Hsuan Yang, "Learning to recognize transient sound events using attentional supervision", Int. Joint Conf. Artificial Intelligence (IJCAI), Stockholm, Sweden, July 2018.
  6. Zhe-Cheng Fan, Yen-Lin Lai, Jyh-Shing Roger Jang, "SVSGAN: Singing voice separation via generative adversarial networks", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Calgary, Alberta, Canada, April 2018.

2017

  1. Szu-Yu Chou, Li-Chia Yang, Yi-Hsuan Yang, and Jyh-Shing Roger Jang, "Conditional preference nets for user and item cold start problems in music recommendation", IEEE International Conference on Multimedia and Expo (ICME), Hong Kong, July 2017. [download]
  2. Zhe-Cheng Fan, Tak-Shing T. Chan, Yi-Hsuan Yang, and Jyh-Shing R. Jang, "Music Signal Processing Using Vector Product Neural Networks", International Workshop on Deep Learning for Music (DLM), Anchorage, May 2017. [download]
  3. F.-W. Liu, S.-T. Ding, E.-C. Lin, Y.-W. Lu and J.-S. R. Jang, "Automated Melting Curve Analysis in Droplet Microfluidics for Single Nucleotide Polymorphisms (SNP) Genotyping", RSC Advances, No. 8, Vol. 7, PP. 4646-4655, The Royal Society of Chemistry, Jan 2017. [download]

2016

  1. Szu-Yu Chou, Yi-Hsuan Yang, Jyh-Shing Roger Jang, and Yu-Ching Lin, " Addressing Cold Start for Next-song Recommendation", Proceedings of the 10th ACM Conference on Recommender Systems (RecSys), PP. 115-118, Boston, Sept 2016. [download]
  2. Yi-Fen Liu, Shu-Chuan Tseng, and Jyh-Shing Roger Jang, "Deriving Disyllabic Word Variants from a Chinese Conversational Speech Corpus", Journal of the Acoustical Society of America, No. 1, Vol. 140, PP. 308-321, 2016. [download]
  3. Zhe-Cheng Fan, Jyh-Shing Roger Jang, and Chung-Li Lu, "Singing Voice Separation and Pitch Extraction from Monaural Polyphonic Audio Music Via DNN and Adaptive Pitch Tracking", The Second IEEE International Conference on Multimedia Big Data, Taipei, Taiwan, April 2016. [download]
  4. Chun-Ta Chen and Jyh-Shing Roger Jang, "An Efficient Method for Polyphonic Audio-to-score Alignment Using Onset Detection and Constant Q Transform", International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Shanghai, China, March 2016.

2015

  1. T.-S. Chan, T.-C. Yeh, Z.-C. Fan, H.-W. Chen, L. Su, Y.-H. Yang, and J.-S. Jang, "Vocal activity informed singing voice separation with the IKALA dataset", IEEE International Conference on Acoustics, Speech and Signal Processing, April 2015. [download]
  2. Liang-Yu Chen, Jyh-Shing Roger Jang, "Automatic Pronunciation Scoring with Score Combination by Learning to Rank and Class-Normalized DP-Based Quantization", IEEE Transactions on Audio, Speech, and Language Processing, No. 11, Vol. 23, PP. 1737-1749, 2015. [download]
  3. Ting-Yun Wang, Jwo-Luen Pao, Rong-Sen Yang, Jyh-Shing Roger Jang, and Wei-Li Hsu, "The Adaptive Changes in Muscle Coordination Following Lumbar Spinal Fusion", Human Movement Science, Vol. 40, PP. 284-297, 2015. [download]
  4. Pei-Pei Chen, Tzu-Chun Yeh, Jyh-Shing Roger Jang, "AutoRhythm: A Music Game That Turns Any Objects into Your Percussion Instruments", International Conference on Multimedia & Expo (ICME), June 2015. (Demo paper)
  5. Pei-Pei Chen, Tzu-Chun Yeh, Jyh-Shing Roger Jang, Wenshan Liou, "AutoRhythm: A Music Game with Automatic Hit-Time Generation and Percussion Identification", International Conference on Multimedia & Expo (ICME), June 2015.
  6. Ming-Ju Wu and Jyh-Shing Roger Jang, "Combining Acoustic and Multilevel Visual Features for Music Genre Classification", ACM Transactions on Multimedia Computing Communications and Applications, 2015. [download]
  7. Jia-Min Ren, Ming-Ju Wu, and Jyh-Shing Roger Jang, "Automatic Music Mood Classification Based on Timbre and Modulation Features", IEEE Trans. On Affective Computing, 2015. [download]
  8. Ming-Ju Wu, Jyh-Shing Roger Jang, and Jui-Long Chen, "Wafer Map Failure Pattern Recognition and Similarity Ranking for Large-scale Datasets", IEEE Transactions on Semiconductor Manufacturing, 2015. [download]
  9. Chung-Che Wang and Jyh-Shing Roger Jang, "Improving Query by Singing/Humming by Combining Melody and Lyric Information", IEEE Transactions on Audio, Speech, and Language Processing, 2015. [download]
  10. Yin-Tzu Lin, I-Ting Liu, Jyh-Shing Roger Jang, and Ja-Ling Wu, "Audio Musical Dice Game: A User-preference-aware Medley Generating System", ACM Transactions on Multimedia Computing, Communication and Applications, 2015.

2014

  1. Chao-Yu Su, Chiu-Yu Tseng, and Jyh-Shing Roger Jang, "Some Prosodic Characteristics of Taiwan English Accent", International Journal of Computational Linguistics and Chinese Language Processing, No. 4, Vol. 19, PP. 61-76, Dec 2014.
  2. Ming-Ju Wu, Chun-Hung Lu, Jyh-Shing Roger Jang, "Automatic Conversion from Speech to Rap Music", International Conference on Electrical Engineering and Computer Science, Bali, Indonesia, Nov 2014.
  3. Chun-Ta Chen, Jyh-Shing Jang, Chun-Hung Lu, "Improving Query by Tapping via Tempo Alignment", International Society for Music Information Retrieval (ISMIR), Taipei, Taiwan, Oct 2014.
  4. Ming-Ju Wu, Jyh-Shing Roger Jang, Chun-Hung Lu, "Gender Identification and Age Estimation of Users Based on Music Metadata", International Society for Music Information Retrieval (ISMIR), Taipei, Taiwan, Oct 2014.
  5. Chung-Che Wang, Tzu-Chun Yeh, Wei-Tsa Kao, Jyh-Shing Roger Jang, Wen-Shan Liu, and Yao-Min Huang, "GPU and Cloud Computing for Two Paradigms of Music Information Retrieval", in "Cloud Computing and Digital Media: Fundamentals, Techniques, and Applications" edited by Kuan-ching Li, Qing Li, and Timothy K. Shih, Chapman & Hall/CRC Press, Computer and Information Science Series, Feb 2014.

2013

  1. Joseph Chang, Jason S. Chang, Jyh-Shing Roger Jang, "Learning to Find Translations and Transliterations on the Web based on Conditional Random Fields", International Journal of Computational Linguistics and Chinese Language Processing, 2013.

2012

  1. Chao-Ling Hsu, DeLiang Wang, Jyh-Shing Roger Jang, and Ke Hu, "A Tandem Algorithm for Singing Pitch Extraction and Voice Separation from Music Accompaniment", IEEE Transactions on Audio, Speech, and Language Processing, No. 5, Vol. 20, PP. 1-10, Jul 2012.
  2. Jia-Min Ren and Jyh-Shing Roger Jang, "Discovering Time-Constrained Sequential Patterns for Music Genre Classification", IEEE Transactions on Audio, Speech, and Language Processing, No. 4, Vol. 20, PP. 1134-1144, May 2012.
  3. Chung-Che Wang, Chieh-Hsing Chen, Chin-Yang Kuo, Li-Ting Chiu, and Jyh-Shing Roger Jang, "Accelerating Query by Singing/Humming on GPU: Optimization for Web Deployment", The 36th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March 2012.
  4. Tzu-Chun Yeh, Ming-Ju Wu, Jyh-Shing Roger Jang, Wei-Lun Chang, and I-Bin Liao, "A Hybrid Approach to Singing Pitch Extraction based on Trend Estimation and Hidden Markov Models", The 36th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Kyoto, Japan, March 2012.
  5. Chung-Che Wang, Chieh-Hsing Chen, Chin-Yang Kuo and Jyh-Shing Roger Jang, "Improving Query by Singing/Humming Systems over GPUss", 2012 41st International Conference on Parallel Processing Workshops, Pittsburgh, PA. USA, Sept 2012. (ISBN: 978-1-4673-2509-7)
  6. Liang-Yu Chen and Jyh-Shing Roger Jang, "Improvement in Automatic Pronunciation Scoring using Additional Basic Scores and Learning to Rank", Proceedings of INTERSPEECH 2012, Portland, USA, Sept. 2012.
  7. Joseph Z. Chang, Jason S. Chang, and Jyh-Shing Roger Jang, "Learning to Find Translations and Transliterations on the Web", the annual meeting of the Association for Computational Linguistics (ACL), Jeju, Korea, Jul 2012.

2011

  1. Ming-Ju Wu and Jyh-Shing Roger Jang, "Combining Visual And Acoustic Features For Music Genre Classification", The Tenth International Conference on Machine Learning and Applications, Honolulu, Hawaii, USA, Dec 2011.
  2. 王怡萱、楊叔卿、張智星, "英語語音辨識學習系統應用於國小英語程設計初探", 第七屆台灣數位學習發展研討會(TWELF 2011), Taipei, Taiwan, Oct 2011.
  3. Yi Hsuan Wang, Shelley S. C. Young, and Jyh-Shing Roger Jang, "The Pilot Study of Using Voice Recognition Technology to Construct Multiple English Learning Environment", TANET, Taiwan Academic Network (台灣學術網路研討會), I-Lan, Taiwan, Oct 2011.
  4. Zhi-Sheng Chen, Jyh-Shing Roger Jang, and Chin-Hui Lee, "A Kernel Framework for Content-Based Artist Recommendation System in Music", IEEE Transactions on Multimedia, No. 6, Vol. 13, PP. 1371-1380, Dec 2011.
  5. Chao-Ling Hsu, DeLiang Wang, and Jyh-Shing Roger Jang, "A Trend Estimation Algorithm for Singing Pitch Detection in Musical Recordings", The 36th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May 2011. (國科會計畫編號：NSC 99-2221-E-007-049-MY3)
  6. J.-S. Roger Jang, "Machine Learning Toolbox", CS Dept, Tsing Hua University, Hsinchu, Taiwan, Jul 2011.
  7. Chenhao Zhang, Xiaojun Wu, Linlin Wang, Gang Wang, Thomas Fang Zheng, and Jyh-Shing Roger Jang, "A Multi-Model Method for Short-Utterance Speaker Recognition", APSIPA Annual Summit and Conference, 2011, Xi'an, China, Oct 2011.
  8. Jia-Min Ren and Jyh-Shing Roger Jang, "Time-constrained Sequential Pattern Discovery for Music Genre Classification", The 36th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Prague, Czech Republic, May 2011. (國科會計畫編號：NSC 99-2221-E-007-049-MY3)

2010

  1. Kaichun K. Chang, Solon P. Pissis, Jyh-Shing R. Jang, and Costa S. Iliopoulos, "Sub-Nyquist Audio Fingerprinting for Music Recognition", Computer Science and Electronic Engineering Conference (CEEC), 2010.
  2. Yi-Fen Liu, Shu-Chuan Tseng, J.-S. Roger Jang, C.-H. Alvin Chen, "Coping Imbalanced Prosodic Unit Boundary Detection with Linguistically-motivated Prosodic Features", Proceedings of INTERSPEECH 2010, Makuhari, Japan, Sept. 2010.
  3. Liang-Yu Chen and Jyh-Shing Roger Jang, "Automatic Pronunciation Scoring using Learning to Rank and DP-based Score Segmentation", Proceedings of INTERSPEECH 2010, Makuhari, Japan, Sept. 2010.
  4. Chung-Che Wang, Jyh-Shing Roger Jang and Wennen Wang, "An Improved Query by Singing/Humming System Using Melody and Lyrics Information", International Symposium on Music Information Retrieval, Utrecht, Netherlands, Aug 2010.
  5. Chao-Ling Hsu and Jyh-Shing Roger Jang, "Singing Pitch Extraction by Voice Vibrato/Tremelo Estimation and Instrument Partial Deletion", International Symposium on Music Information Retrieval, Utrecht, Netherlands, Aug 2010.
  6. Kaichun K. Chang, Jyh-Shing Roger Jang and Costas S. Iliopoulos, "Music Genre Classification via Compressive Sampling", International Symposium on Music Information Retrieval, Utrecht, Netherlands, Aug 2010.
  7. Jia-Min Ren, Zhi-Sheng Chen, Jyh-Shing Roger Jang, "On the Use of Sequential Patterns Mining as Temporal Features for Music Genre Classification", The 35th International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Dallas, Texas, March 2010. (國科會計畫編號：NSC 96-2628-E-007 -141 -MY3)
  8. Chao-Ling Hsu and Jyh-Shing Roger Jang, "On the Improvement of Singing Voice Separation for Monaural Recordings Using the MIR-1K Dataset", IEEE Transactions on Audio, Speech, and Language Processing, No. 2, Vol. 18, PP. 310-319, Feb 2010.

2009

  1. Chao-Ling Hsu, Liang-Yu Chen, and Jyh-Shing. Roger Jang, "Singing Pitch Extraction from Monaural Polyphonic Songs by Implicit Chord Modeling and Singing Harmonic Enhancement", International Symposium on Music Information Retrieval 2009, Kobe, Japan, Oct 2009.
  2. 王怡萱、楊叔卿、張智星, "可觸式攜帶型學習同伴融入英語學習使用效益初探", 2009年度CITE資訊科技教育會議 (CITE Research Symposium 2009), Hong Kong University, Hong Kong, March 2009.
  3. Wang, Y. S., Young, S. S.-C., Jang, J. S.-R., "A Preliminary Study on Evaluation of Tangible Learning Companion/Robot for English Language Learning", The 9th IEEE International Conference on Advanced Learning Technologies (ICALT2009), Riga, Latvia, July 2009.
  4. Zhi-Sheng Chen, and Jyh-Shing Roger Jang, "On the Use of Anti-word Models for Audio Music Annotation and Retrieval", IEEE Transactions on Audio, Speech, and Language Processing, No. 8, Vol. 17, PP. 1547-1556, Nov 2009.

2008

  1. 楊叔卿、王怡萱、張智星, "可觸式攜帶型學習同伴/機器人應用於國小音樂課程設計初探 (A Preliminary Study on Design of a Tangible Robot for Music Education for Elementary School Students)", Proceedings of The Third Mobile and Ubiquitous Technologies Enhanced Learning Conference (UbiLearn2008) (第三屆行動與無所不在學習研討會), Tainan, Taiwan, May 2008.
  2. Wang, Y. S., Young, S. S.-C., Jang, J. S.-R., & Song, C. R., "Tangible User Interface Design for Portable Robots for Music Education: A Preliminary Study of Users' Needs Analysis", Proceedings of ED-MEDIA 2008: World Conference on Educational Multimedia, Hypermedia & Telecommunications, Vienna University of Technology, Vienna, Austria, June 2008.
  3. 張智星, "MATLAB 程式設計：進階篇", 鈦思科技, Sept 2008. (ISBN 978-957-3 0111-3-2) [more info]
  4. Zhi-Sheng Chen, Jia-Min Zen, Jyh-Shing Roger Jang, "Music Annotation and Retrieval System Using Anti-Models", Proceedings of 125th AES Convention, San Francisco, USA, Oct. 2008. [download]
  5. Chao-Ling Hsu, Jyh-Shing Roger Jang, and Te-Lu Tsai, "Separation of Singing Voice from Music Accompaniment with Unvoiced Sounds Reconstruction for Monaural Recordings", Proceedings of 125th AES Convention, San Francisco, USA, Oct. 2008. [download]
  6. Liang-Yu Chen, Chun-Jen Lee, Jyh-Shing Roger Jang, "Minimum Phone Error Discriminative Training For Mandarin Chinese Speaker Adaptation", Proceedings of INTERSPEECH 2008, Brisbane, Australia, Sept. 2008. [download]
  7. Jiang-Chun Chen, J.-S. Roger Jang, "TRUES: Tone Recognition Using Extended Segments", ACM Transactions on Asian Language Information Processing, No. 10, Vol. 7, Aug 2008. [download]
  8. J.-S. Roger Jang and Hong-Ru Lee, "A General Framework of Progressive Filtering and Its Application to Query by Singing/Humming", IEEE Transactions on Audio, Speech, and Language Processing, No. 2, Vol. 16, PP. 350-358, Feb 2008. [download]

2007

  1. 張智星, "JavaScript 程式設計與應用", Hsinchu, Taiwan, 清華大學出版社, Dec 2007. (ISBN 978-986-8 1812-7-4) [more info]
  2. Jiang-Chun Chen, J.-S. Roger Jang, "Automatic Pronunciation Assessment for Mandarin Chinese: Approaches and System Overview", International Journal of Computational Linguistics and Chinese Language Processing, 2007. [download]
  3. Cheng-Yuan Lin, Pei-Chi Jao, and J.-S. Roger Jang, "Effective Initial/Final Duration Prediction Method for Corpus-based Singing Voice Synthesis of Mandarin Chinese", Europen Conference on Speech Communication and Technology (Eurospeech), 2007.
  4. Cheng-Yuan Lin and J.-S. Roger Jang, "Automatic Phonetic Segmentation by Score Predictive Model for the Corpora of Mandarin Singing Voices", IEEE Transactions on Audio, Speech, and Language Processing, No. 7, Vol. 15, PP. 2151-2159, Sept 2007. [download]

2006

  1. Liou, H. C., Chang, J. S., Chen, H. J., Lin, C. C., Liaw, M. L., Gao, Z. M., Jang, J. S., Yeh, Y. L., Chuang, T. S., & You, G. N., "Corpora processing and computational scaffolding for an innovative web-based English learning environment: The CANDLE project.", CALICO Journal, No. 1, Vol. 24, 2006. [download]
  2. Chun-Jen Lee, Jason S. Chang, and J.-S. Roger Jang, "Alignment of Bilingual Name Entities in Parallel Corpora Using Statistical Models and Multiple Knowledge Sources", ACM Transaction on Asian Language and Information Processing, 2006. [download]
  3. J.-S. Roger Jang, Nien-Jung Lee, and Chao-Ling Hsu, "Simple But Effective Methods for QBSH at MIREX 2006", International Symposium on Music Information Retrieval 2006, Victoria, Canada, Oct 2006.
  4. J.-S. Roger Jang, and Hong-Ru Lee, "An Initial Study on Progressive Filtering Based on Dynamic Programming for Query by Singing/Humming", The Seventh IEEE Pacific-Rim Conference on Multimedia, Zhejiang, China, Nov 2006.
  5. Jiang-Chun Chen, Chun-Jen Lee, Shou-Bin Hsu, J.-S. Roger Jang, "Sausage-net-based Minimum Phone Error Training for Continuous Phone Recognition", International Symposium on Chinese Spoken Language Processing, Singapore, Dec 2006.
  6. Jiang-Chun Chen, J.-S. Roger Jang, "Formant-Based English Vowel Assessment For Chinese in Taiwan", Proceedings of INTERSPEECH 2006 - 8th International Conference on Spoken Language Processing (ICSLP), Pittsburgh, Sept 2006.
  7. Cheng-Yuan Lin, J.-S. Roger Jang, "Automatic Phonetic Segmentation by Using a SPM-based Approach for a Mandarin Singing Voice Corpus", Proceedings of INTERSPEECH 2006 - 8th International Conference on Spoken Language Processing (ICSLP), Pittsburgh, Sept 2006.
  8. 李宏儒, 張智星, "多層式濾除法的數學分析及其在音樂檢索的應用", 第二屆電腦音樂與音訊技術研討會, Taipei, Taiwan, March 2006.
  9. 陳若涵, 許肇凌 , 張智星, 羅鳳珠, "以音樂內容為基礎的情緒分析與辨識", 第二屆電腦音樂與音訊技術研討會, Taipei, Taiwan, March 2006.

2005

  1. Cheng-Yuan Lin, Tzu-Ying Lin and J.-S. Roger Jang, "A Corpus-based Singing Voice Synthesis System for Mandarin Chinese", The 13th ACM Multimedia Conference (Short paper, acceptance rate 29%), Singapore, Nov 2005. [download]
  2. Cheng-Yuan Lin, Kuan-Ting Chen, J.-S. Roger Jang, "A Hybrid Approach to Automatic Segmentation and Labeling for Mandarin Chinese Speech Corpus", 9th Europen Conference on Speech Communication and Technology, Lisbon, Portugal, Sept 2005. [download]
  3. J.-S. Roger Jang, Chao-Ling Hsu, Hong-Ru Lee, "Continuous HMM and Its Enhancement for Singing/Humming Query Retrieval", International Symposium on Music Information Retrieval 2005, London, UK, Sept 2005.
  4. Hong-Ru Lee, Ching Chen, Jyh-Shing Roger Jang, "Approximate Lower-bounding functions for the Speedup of DTW for Melody Recognition", The 9th IEEE International Workshop on Cellular Neural Networks and their Applications, Hsinchu, Taiwan, May 2005.
  5. Cheng-Yuan Lin, Jyh-Shing Roger Jang, Kuan-Ting Chen, "Automatic Segmentation and Labeling for Mandarin Chinese Speech Corpus for Concatenation-based TTS", International Journal of Computational Linguistics and Chinese Language Processing, No. 2, Vol. 10, PP. 145-166, Jun 2005. [download]
  6. 王儀蓁、李宏儒、張智星, "旋律辨識的加速與比較", 第一屆電腦音樂與音訊技術研討會, Taipei, Taiwan, March 2005. [download]
  7. 翁志文、林政源、張智星, "音準點的測音問題研究", 第一屆電腦音樂與音訊技術研討會, Taipei, Taiwan, March 2005. [download]
  8. 許肇凌、李宏儒、張智星, "哼唱式音樂檢索的錯誤分析與辨識率改進", 第一屆電腦音樂與音訊技術研討會, Taipei, Taiwan, March 2005. [download]
  9. 羅鳳珠、曹偉政、張智星、許介彥, "以語意概念為基礎的全宋詞研究系統之設計與應用", 第二屆文學與信息科技國際研討會, 北京大學, Dec 2005. (國科會數位典藏國家型科技計畫，【淺斟低唱—宋詞古唱虛擬實境教學環境建置計畫】經費資助，計畫編號：NSC 94-2422-H-155-001)
  10. 張智星、許介彥、羅鳳珠, "以電腦音訊技術建置宋詞吟唱教學環境的設計與應用", 第二屆文學與信息科技國際研討會, 北京大學, Dec 2005. (國科會數位典藏國家型科技計畫，【淺斟低唱—宋詞古唱虛擬實境教學環境建置計畫】經費資助，計畫編號：NSC 94-2422-H-155-001)
  11. 羅鳳珠、張智星、許介彥, "虛擬與實境的交錯：多媒體在文學教學的設計與應用", 文學數位製作與教學研討會, 國立成功大學中文系, Jun 2005. (國科會數位典藏國家型科技計畫，【淺斟低唱—宋詞古唱虛擬實境教學環境建置計畫】經費資助，計畫編號：NSC 94-2422-H-155-001) [download]
  12. J.-S. Roger Jang, "Speech and Audio Processing Toolbox", CS Dept, Tsing Hua University, Hsinchu, Taiwan, Jan 2005.
  13. J.-S. Roger Jang, "Data Clustering and Pattern Recognition Toolbox", CS Dept, Tsing Hua University, Hsinchu, Taiwan, Jan 2005.
  14. Chun-Jen Lee, Jason S. Chang, and Jyh-Shing Roger Jang, "Extraction of Transliteration Pairs from Parallel Corpora Using a Statistical Transliteration Model", Information Sciences, 2005. [download]

2004

  1. 李宏儒、許肇凌、王儀蓁、張智星, "「多模式音樂檢索」系統", 第三屆數位典藏技術研討會, 中央研究院, Taiwan, 2004. [download]
  2. 陳江村,羅瑞麟,張智星,李俊仁, "以語音辨識與評分輔助口說英文學習", 第十六屆自然語言與語言處理研討會, Taipei, Taiwan, Aug 2004. [download]
  3. Jiang-Chun Chen, Jui-Lin Lo, Jyh-Shing Roger Jang, "Computer Assisted Spoken English Learning for Chinese in Taiwan", International Symposium on Chinese Spoken Language Processing (ISCSLP), Hong Kong, Oct 2004. [download]
  4. Weng Chih Wen, Cheng-Yuan Lin, Jyh-Shing Roger Jang, "Music Instrument Identification Using MFCC: Erhu as an Example", the 9th International Conference of the Asia Pacific Society for Ethnomusicology (APSE), PP. 42-43, Phnom Penh, Cambodia, Aug 2004. [download]
  5. 林政源, 謝明峰, 陳冠廷, 張智星, "基於反轉檔查找與最佳片段選取演算法的中文語音合成系統", 第十六屆自然語言與語言處理研討會, PP. 335-344, Taipei, Taiwan, Aug 2004. [download]
  6. Cheng-Yuan Lin, J.-S. Roger Jang, "A Two-Phase Pitch Marking Method for TD-PSOLA Synthesis", Proceedings of INTERSPEECH 2004 - 8th International Conference on Spoken Language Processing (ICSLP), PP. 1189-1192, Korea, Oct 2004. [download]
  7. Yeh, Y., Hsieh, W. M., Chiu, T. L., Liou, H. C., Jang, J. S., & Yu, H. P., "Sociolinguistic factors for the formative evaluation of web-based English conversation practice with speech recognition", Proceedings of the 8th Int'l Conference on Multimedia Language Education of ROMELLIA & the Second Conference of Asia-Pacific Association of Multimedia Assisted Language Learning, Hsinchu, Taiwan, Dec 2004.
  8. 張智星, "MATLAB 程式設計：入門篇", 清蔚科技/鈦思科技, Sept 2004. [more info]
  9. Chun-Jen Lee, Jason S. Chang, and Jyh-Shing Roger Jang, "Bilingual named-entity pairs extraction from parallel corpora", Proceedings of IJCNLP-04 Workshop on Named Entity Recognition for Natural Language Processing Applications, PP. 9-16, Hainan Island, China, Jan 2004.
  10. Jiang-Chun Chen, Jyh-Shing Roger Jang, Jun-Yi Li and Ming-Jun Wu, "Automatic Pronunciation Assessment for Mandarin Chinese", IEEE International Conference on Multimedia and Expo, Taipei, Taiwan, June 2004. (大學學術追求卓越發展計劃：89-E-FA04-1-4)
  11. J.-S. Roger Jang, Hong-Ru Lee, "I-Ring: A System for Humming Transcription and Chord Generation", IEEE International Conference on Multimedia and Expo, Taipei, Taiwan, June 2004. (大學學術追求卓越發展計劃：89-E-FA04-1-4)
  12. Chih-Wen Weng, Cheng-Yuan Lin, Jyh-Shing Roger Jang, Qia Shen, "Computer-based Analysis and Assessment of YinQiang of Erhu", 37th International Conference on Traditional Music, Fuzhou, Fujian, China, January 2004.
  13. Jyh-Shing Roger Jang, Hong-Ru Lee, Jiang-Chun Chen, and Cheng-Yuan Lin, "Research and Development of an MIR Engine with Multi-modal Interface for Real-world Applications", Journal of the American Society for Information Science and Technology, 2004. [download]

2003

  1. 陳江村, "線上新聞語音檢索系統", 第十五屆自然語言與語言處理研討會, Hsinchu, Taiwan, Aug 2003. [download]
  2. Chun-Jen Lee, Jason S. Chang, and Jyh-Shing Roger Jang, "A statistical approach to Chinese-to-English Back-transliteration", Proceedings of the 17th Pacific Asia Conference on Language, Information, and Computation (PACLIC), PP. 310-318, Singapore, Dec 2003.
  3. Jyh-Shing Roger Jang, Yung-Sen Jang, "Micro-controller Implementation of Melody Recognition", The 13th ACM Multimedia Conference (Demo paper), Berkeley, CA, USA, Nov 2003. (國科會計劃：NSC 90-2213-E-007-058)
  4. Cheng-Yuan Lin, Jyh-Shing Roger Jang and Mao-Yuan Hsu, "An Automatic Singing Voice Rectifier", The 13th ACM Multimedia Conference (Poster paper, acceptance rate 17%), Berkeley, CA, USA, Nov 2003. (國科會計劃：NSC 90-2213-E-007-058)
  5. J.-S. Roger Jang, and Yung-Sen Jang, "On the Implementation of Melody Recognition on 8-bit AND 16-bit Microcontrollers", The Fourth IEEE Pacific-Rim Conference on Multimedia, Singapore, Dec 2003. (教育部大學學術追求卓越發展計畫：89-E-FA04-1-4) [download]
  6. Cheng-Yuan Lin and J.-S. Roger Jang, "New Refinement Schemes for Voice Conversion", IEEE International Conference on Multimedia and Expo, Baltimore, USA, July 2003. (教育部大學學術追求卓越發展計畫：89-E-FA04-1-4) [download]

2002

  1. 陳江村、張智星, "結合HMM和DTW的兩階段式門禁系統", Proceedings of the Seventh Conference on Artificial Intelligence and Applications (第七屆人工智慧與應用研討會), Tai-Chung, Taiwan, Nov 2002.
  2. 李宏儒、鄭雯妮、張智星, "以統計方法與音樂理論為基礎之哼唱譜曲系統", Proceedings of the Seventh Conference on Artificial Intelligence and Applications (第七屆人工智慧與應用研討會), Tai-Chung, Taiwan, Nov 2002.
  3. 許嘉忻、李宏儒、王瓊雯、張智星, "由歌曲波形抽取主旋律以進行音樂檢索", Proceedings of the Seventh Conference on Artificial Intelligence and Applications (第七屆人工智慧與應用研討會), Tai-Chung, Taiwan, Nov 2002.
  4. J.-S. Roger Jang and Shiuan-Sung Lin, "Optimization of Viterbi Beam Search in Speech Recognition", International Symposium on Chinese Spoken Language Processing, Taiwan, August 2002. (教育部大學學術追求卓越發展計畫：89-E-FA04-1-4) [download]
  5. Cheng-Yuan Lin, J.-S. Roger Jang, and Shaw-Hwa Hwang, "An On-the-fly Mandarin Singing Voice Synthesis System", The Third IEEE Pacific-Rim Conference on Multimedia, Hsinchu, Taiwan, Dec 2002. (教育部大學學術追求卓越發展計畫：89-E-FA04-1-4) [download]

2001

  1. J.-S. Roger Jang, Jiang-Chun Chen, Ming-Yang Kao, "MIRACLE: A Music Information Retrieval System with Clustered Computing Engines", 2nd Annual International Symposium on Music Information Retrieval 2001, Indiana University, Bloomington, Indiana, USA, October 2001. (國科會計劃：NSC 90-2213-E-007-058) [download]
  2. J.-S. Roger Jang, Hong-Ru Lee, Chia-Hui Yeh, "A Query-by-Tapping System for Music Retrieval", The Second IEEE Pacific-Rim Conference on Multimedia (Demo paper), Beijing, China, October 2001. (國科會計劃：NSC 90-2213-E-007-058) [download]
  3. Jyh-Shing Roger Jang, Hong-Ru Lee, Jiang-Chun Chen, "Super MBox: An Efficient/Effective Content-based Music Retrieval System", The 9th ACM Multimedia Conference (Demo paper), PP. 636-637, Ottawa, Ontario, Canada, September 2001. (國科會計劃：NSC 90-2213-E-007-058) [download]
  4. J.-S. Roger Jang and Hrong-Ru Lee, Chia-Hui Yeh, "Query by Tapping: A New Paradigm for Content-based Music Retrieval from Acoustic Input", The Second IEEE Pacific-Rim Conference on Multimedia, Beijing, China, October 2001. (國科會計劃：NSC 90-2213-E-007-058) [download]
  5. J.-S. Roger Jang, Hong-Ru Lee, "Hierarchical Filtering Method for Content-based Music Retrieval via Acoustic Input", The 9th ACM Multimedia Conference (Oral paper, acceptance rate 16%), PP. 401-410, Ottawa, Ontario, Canada, September 2001. (國科會計劃：NSC 90-2213-E-007-058) [download]
  6. J.-S. Roger Jang, Hong-Ru Lee, Ming-Yang Kao, "Content-based Music Retrieval Using Linear Scaling and Branch-and-bound Tree Search", IEEE International Conference on Multimedia and Expo, Waseda University, Tokyo, Japan, August 2001. (國科會計劃：NSC 90-2213-E-007-058) [download]

2000

  1. E. Mizutani, H. Takagi, D. M. Auslander, and J.-S. R. Jang, "Evolving color recipe", IEEE Trans. on Systems, Man, and Cybernetics (Part C: Applications and Reviews), No. 4, Vol. 30, PP. 537-550, Nov 2000.
  2. 許文豪、高名揚、張智星, "直覺式歌唱輸入音樂搜尋引擎", Proceedings of the Fifth Conference on Artificial Intelligence and Applications (第五屆人工智慧與應用研討會), PP. 734-740, Taipei, Taiwan, Nov 2000. [download]
  3. J.-S. Roger Jang and Ming-Yang Gao, "A Query-by-Singing System based on Dynamic Programming", International Workshop on Intelligent Systems Resolutions (the 8th Bellman Continuum), PP. 85-89, Hsinchu, Taiwan, Dec 2000. (大學學術追求卓越發展計劃：89-E-FA04-1-4) [download]
  4. Shelley Shwu-Ching Young, Yi-Long Huang, and J.-S. Roger Jang, "Pioneering a Web-based Museum in Taiwan: Design and Implementation of Lifelong Distance Learning of Science Education", Educational Technology Research and Development, No. 1, Vol. 48, PP. 112-123, 2000.
  5. E. Mizutani, S.E. Dreyfus, and J.-S. Roger Jang, "On dynamic programming-like recursive gradient formula for alleviating MLP hidden-node saturation in the parity problem", International Workshop on Intelligent Systems Resolutions (the 8th Bellman Continuum), PP. 100-104, Hsinchu, Taiwan, Dec 2000. ("Program for Promoting Academic Excellence of Universities", Ministry of Education, grant no. 89-E-FA04-1-4, Taiwan [大學學術追求卓越發展計劃，教育部計畫編號：89-E-FA04-1-4])
  6. 張智星, "MATLAB 程式設計與應用", 清蔚科技, Feb 2000. (ISBN 978-957-9 7544-0-8)

1999

  1. J.-S. R. Jang, S.-C. Young, and J. Wu, "Development of the FIRST System on the Internet for Distance Learning", International Conference on Computers in Education, Chiba, Japan, Novermber 1999. [download]
  2. B.-Y. Ku, Y.-W. Liu, J.-Y. Dai, C.-H. Jung, S.-Y. Chen, C.-W. Hung, J.-S. Jang, "Monitoring of power plant thermal discharge using unmanned marine vehicle", Proceedings of the 21th Ocean Engineering Conference in Taiwan, National Chiao Tung University, Nov. 1999.
  3. Sue J. Ker, Jason S. Chang, Helen L. Du, S.H. Yang, J.-S. Roger Jang, P.-H. Chin, "TopClass : Topic-based Conceptual Text Categorization Using MRD", 5th Natural Language Processing Pacific Rim Symposium 1999, Beijing, China, Nov. 1999.
  4. I-Yang Lee, J.-S. Roger Jang, and Wen-Hao Hsu, "Content-based Music Retrieval from Acoustic Input", 12th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), PP. 325-330, Taiwan, August 1999.
  5. 楊叔卿，黃一農 &張智星, "網際網路虛擬科學館之設計與運作", 第八屆國際電腦輔助教學研討會(ICCAI-8), 台中逢甲大學, March 1999. (NSC86-2517-S-007-003)

1998

  1. J.-S. R. Jang, "Leave-one-out regularity criterion for input selection in fuzzy modeling", Proceedings of IEEE International Conference on Fuzzy Systems, Alaska, May 1998.
  2. J.-S. Roger Jang, "Outlier Detection in Neuro-Fuzzy Modeling", The Proceedings of the Fourth International Joint Conference on Information Science, Research Triangle Park, NC, 1998.
  3. B. Chen and and J.-S. Roger Jang, "Query by Singing", 11th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), PP. 529-536, Taiwan, Aug 1998.
  4. C.-C. Chang and J.-S. Roger Jang and L.-L. Wang, "Color Image Retrieval Based on 2D Strings", 11th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), PP. 201-208, Taiwan, Aug 1998.
  5. J.-C. Wu and and J.-S. Roger Jang and L.-L Wang, "Template-based Image Retrieval", 11th IPPR Conference on Computer Vision, Graphics, and Image Processing (CVGIP), PP. 568-575, Taiwan, Aug 1998.

1997

  1. J.-S. Roger Jang and Chuen-Tsai Sun and Eiji Mizutani, "Neuro-Fuzzy and Soft Computing: A Computational Approach to Learning and Machine Intelligence", MATLAB Curriculum Series, Upper Saddle River, NJ, Prentice Hall, 1997. (ISBN 0-13-261066-3) [more info]
  2. J.-S. R. Jang and J.-J. Chen, "Neuro-Fuzzy and Soft Computing for Speaker Recognition", Proceedings of IEEE International Conference on Fuzzy Systems, PP. 663-668, Barcelona, Jul 1997.
  3. J.-S. Roger Jang, "Takagi-Sugeno Model Acquisition", in "Part F2: Control" of "Handbook of Fuzzy Computation" edited by E. Ruspini and P. Bonissone and W. Pedrycz, Oxford University Press, 1997.
  4. J.-S. Roger Jang, "Neuro-Fuzzy Modeling for Nonlinear Dynamical System Identification", in "Part G: Fuzzy Computation in Practice" of "Handbook of Fuzzy Computation" edited by E. Ruspini and P. Bonissone and W. Pedrycz, Oxford University Press, 1997.
  5. Chuen-Tsai Sun and J.-S. Roger Jang, "Fuzzy Classification Based on Adaptive Networks and Genetic Algorithms", in "Genetic Algorithms and Fuzzy Logic Systems" edited by Elie Sanchez and Takanori Shibata and Lotfi A. Zadeh, PP. 113-131, World Scientific, 1997.

1996

  1. J.-S. Roger Jang and E. Mizutani, "Levenberg-Marquardt Method for ANFIS Learning", Proceedings of the International Joint Conference of the North American Fuzzy Information Processing Society Biannual Conference, PP. 87-91, Berkeley, California, Jun 1996.
  2. J.-S. Roger Jang, "Input selection for ANFIS learning", Proceedings of IEEE International Conference on Fuzzy Systems, PP. 1493-1499, New Orleans, Sep 1996. [download]
  3. J.-S. R. Jang, "Neuro-Fuzzy Modeling for Dynamical System Identification", Proceedings of Asian Fuzzy System Symposium, Kenting, Taiwan, Dec 1996.

1995

  1. J.-S. Roger Jang and Ned Gulley, "The Fuzzy Logic Toolbox for Use with MATLAB", The MathWorks, Inc., Natick, Massachusetts, 1995.
  2. J.-S. Roger Jang, "On-Line Adaptive Neuro-Fuzzy Control", MATLAB User Conference, Oct 1995.
  3. J.-S. Roger Jang, "Adaptive Neuro-Fuzzy Inference Systems (ANFIS) for Noise Cancellation", in "Proceedings of the International Joint Conference of CFSA/IFIS/SOFT 1995" edited by Weiling Chiang and Jonathan Lee, PP. 127-132, Singapore, World Scientific, 1995.
  4. J.-S. Roger Jang and C.-T. Sun, "Neuro-Fuzzy Modeling and Control", The Proceedings of the IEEE, No. 3, Vol. 83, PP. 378-406, Mar 1995. [download]

1994

  1. C.-T. Sun and T.-Y. Shuai and G.-L. Dai, "Using fuzzy filters as feature detectors", Proceedings of IEEE International Conference on Fuzzy Systems, PP. 406-410 (Vol I), Orlando, Florida, Jun 1994.
  2. R. Y. Chiang and J.-S. Roger Jang, "Fuzzy logic attitude control for Cassini spacecraft", Proceedings of IEEE International Conference on Fuzzy Systems, Orlando, Florida, Jun 1994.
  3. J.-S. Roger Jang, "Structure determination in fuzzy modeling: a fuzzy CART approach", Proceedings of IEEE International Conference on Fuzzy Systems, Orlando, Florida, Jun 1994. [download]
  4. E. Mizutani and J.-S. R. Jang and K. Nishio and H. Takagi and D. M. Auslander, "Coative neural networks with adjustable fuzzy membership functions and their applications", Proceedings of the International Conference on Fuzzy Logic and Neural Networks, Japan, 1994.
  5. D. J. Kelly and P. D. Burton and M. A. Rahman, "The application of a neural fuzzy controller to process control", Proceedings of the International Joint Conference of the North American Fuzzy Information Processing Society Biannual Conference, the Industrial Fuzzy Control and Intelligent Systems Conference,and the NASA Joint Technology Workshop On Neural Networks and, San Antonio, Texas, Dec 1994.
  6. J.-S. Roger Jang and N. Gulley, "Gain scheduling based fuzzy controller design", Proceedings of the International Joint Conference of the North American Fuzzy Information Processing Society Biannual Conference, the Industrial Fuzzy Control and Intelligent Systems Conference,and the NASA Joint Technology Workshop On Neural Networks and, San Antonio, Texas, Dec 1994.

1993

  1. J.-S. Roger Jang and C.-T. Sun, "Functional Equivalence Between Radial Basis Function Networks and Fuzzy Inference Systems", IEEE Transactions on Neural Networks, No. 1, Vol. 4, PP. 156-159, Jan 1993. [download]
  2. C.-T. Sun and J.-S. Roger Jang, "A neuro-fuzzy classifier and its applications", Proceedings of IEEE International Conference on Fuzzy Systems, San Francisco, Mar 1993.
  3. J.-S. Roger Jang and C.-T. Sun, "Predicting chaotic time series with fuzzy if-then rules", Proceedings of IEEE International Conference on Fuzzy Systems, San Francisco, Mar 1993.
  4. C.-T. Sun and J.-S. Roger Jang, "Using Genetic Algorithms in Structuring a Fuzzy Rulebase", Proceedings of the Fifth International Conference on Genetic Algorithms, 1993.
  5. C.-T. Sun and J.-S. Roger Jang and C.-Y. Fu, "Neural Network Analysis of Plasma Spectra", Proceedings of the International Conference on Artificial Neural Networks, Amsterdam, Sep 1993.
  6. J.-S. Roger Jang, "ANFIS: Adaptive-network-based fuzzy inference system", IEEE Transactions on System, Man, and Cybernetics, No. 5, Vol. 23, PP. 665-685, May 1993. [download]

1992

  1. J.-S. Roger Jang, "Fuzzy Controller Design without Domain Experts", Proceedings of IEEE International Conference on Fuzzy Systems, Mar 1992.
  2. J.-S. Roger Jang, "Self-learning fuzzy controllers based on temporal backpropagation", IEEE Transactions on Neural Networks, No. 5, Vol. 3, PP. 714-723, Sept 1992. [download]
  3. C.-T Sun and J.-S. Roger Jang, "Adaptive Network Based Fuzzy Classification", Proceedings of the Japan-U.S.A. Symposium on Flexible Automation, Jul 1992.
  4. J.-S. Roger Jang, "Neuro-Fuzzy Modeling: Architectures, Analyses, and Applications", Ph.D. Dissertation, Department of Electrical Engineering and Computer Science, University of California at Berkeley, Berkeley, Jul 1992. [download]

1991

  1. J.-S. Roger Jang, "Rule Extraction Using Generalized Neural Networks", Proceedings of the 4th IFSA World Congress, PP. 82-86 (in the Volume for Artificial Intelligence), Jul 1991.
  2. J.-S. Roger Jang, "Fuzzy Modeling Using Generalized Neural Networks and Kalman Filter Algorithm", Proceedings of the Ninth National Conference on Artificial Intelligence (AAAI-91), PP. 762-767, Jul 1991.
  3. J.-S Roger Jang, "A Self-Learning Fuzzy Controller with Application to Automobile Tracking Problem", Proceedings of IEEE Roundtable Discussion on Fuzzy and Neural Systems, and Vehicle Application, PP. paper no. 10, Tokyo, Japan, Nov 1991.
  4. C.-T. Sun and J.-S. Roger Jang, "Fuzzy Modeling Based on Generalized Neural Networks and Fuzzy Clustering Objective Functions", Proceedings of the 30th IEEE Conference on Decision and Control, 1991.

1990

  1. J.-S. Roger Jang and Y.-Y. Chen, "State feedback effects in fuzzy control:a fuzzy modeling approach", Proceedings of the International Conference on Systems, Man, and Cybernetics, 1990.
  2. H. Berenji and C.-C. Lee and Y.-Y. Chen and J.-S. Roger Jang and S. Murugesan, "A Hierarchical Approach to Designing Approximate Reasoning-Based Controllers for Dynamic Physical Systems", Proceedings of the Sixth Conference on Uncertainty in Artificial Intelligence, PP. 362-369, 1990.
  3. Y.-Y. Chen and J.-S. Roger Jang, "Imitation of state feedback controllers by fuzzy linguistic control rules", Proceedings of the 29th IEEE Conference on Decision and Control, 1990.

1989

  1. H. Berenji and C.-C. Lee and Y.-Y. Chen and S. Murugesan and J.-S. Roger Jang, "An experiment-based comparative study of fuzzy logic control", Proceedings of American Control Conference, Pittsburgh, 1989.

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