Projects per year
Personal profile
Courses
Financial data mining with machine learning
Digital Signal Processing
Pattern Recognition
Python Computer Programming
Signals and Systems
Speech and Image Processing
Probability and Statistics
Education
Keywords
- pattern recognition
- Signal processing
- speech processing
- statistics
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Collaborations and top research areas from the last five years
Projects
- 19 Finished
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Design and Implementation of Emotion Recognition Algorithms on Spoken Sentences
Chang, H.-T. (PI) & Lyu, R.-Y. (CoPI)
01/08/17 → 31/07/18
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Implementation of Taiwanese Large Vocabulary Continuous Speech Recognition System Based on Kaldi Asr Toolkit
Lyu, R.-Y. (PI)
01/08/17 → 31/07/18
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Chinese Programming based on the Python Language with an Initial Study on Automatic Translation of Programs in Different Languages (2nd year)
Lyu, R.-Y. (PI)
01/08/16 → 31/10/17
Project: National Science and Technology Council › National Science and Technology Council Collaborative Research
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Chinese Programming Based on the Python Language with an Initial Study on Automatic Translation of Programs in Different Languages
Lyu, R.-Y. (PI)
01/08/15 → 31/07/16
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
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Continuous/Spontaneous Taiwanese Speech Recognition
Lyu, R.-Y. (PI)
01/08/12 → 31/07/13
Project: National Science and Technology Council › National Science and Technology Council Academic Grants
Research output
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Real-time multilingual speech recognition and speaker diarization system based on Whisper segmentation
Lyu, K., Lyu, R. & Chang, H., 29 03 2024, p. e1973. 19 p.Research output: Contribution to conference › Conference Paper › peer-review
Open Access2 Scopus citations -
Systemic Risk and Bank Networks: A Use of Knowledge Graph with ChatGPT
Lyu, R. Y., Chen, R. R., Chung, S. L. & Zhou, Y., 06 2024, In: FinTech. 3, 2, p. 274-301 28 p.Research output: Contribution to journal › Journal Article › peer-review
Open Access -
Compact CNNs for End-to-End Keyword Spotting on Resource-Constrained Edge AI Devices
Lin, J. & Lyu, R. Y., 2023, ROCLING 2023 - Proceedings of the 35th Conference on Computational Linguistics and Speech Processing. Wu, J.-L., Su, M.-H., Huang, H.-H., Tsao, Y., Tseng, H.-C., Chang, C.-H., Lee, L.-H., Liao, Y.-F. & Ma, W.-Y. (eds.). The Association for Computational Linguistics and Chinese Language Processing (ACLCLP), p. 222-226 5 p. (ROCLING 2023 - Proceedings of the 35th Conference on Computational Linguistics and Speech Processing).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Taiwanese/Mandarin Speech Recognition using OpenAI's Whisper Multilingual Speech Recognition Engine Based on Generative Pretrained Transformer Architecture
Lyu, R.-Y., Hsieh, Y.-C. & Keming, L., 2023.Research output: Contribution to conference › Proceeding
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運用基於生成預訓練轉換器架構的 OpenAI Whisper 多語言語音辨識引擎之台語及華語語音辨識之實作
Hsieh, Y. C., Lyu, K. M. & Lyu, R. Y., 2023, ROCLING 2023 - Proceedings of the 35th Conference on Computational Linguistics and Speech Processing. Wu, J.-L., Su, M.-H., Huang, H.-H., Tsao, Y., Tseng, H.-C., Chang, C.-H., Lee, L.-H., Liao, Y.-F. & Ma, W.-Y. (eds.). The Association for Computational Linguistics and Chinese Language Processing (ACLCLP), p. 210-214 5 p. (ROCLING 2023 - Proceedings of the 35th Conference on Computational Linguistics and Speech Processing).Translated title of the contribution :Taiwanese/Mandarin Speech Recognition using OpenAI's Whisper Multilingual Speech Recognition Engine Based on Generative Pretrained Transformer Architecture Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review