Yi-Fen Liu

Assistant Professor


Education:

  • 清華大學 資訊系統與應用學系 博士
  • 交通大學 語言與文化系 碩士
  • 實踐大學 應用外文系 學士

Research Interest:

  • Introduction to Probability
  • Machine Learning
  • Speech Recognition
  • Spoken Language Processing and Recognition
  • Computational Linguistics
  1. 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, 140(1): 308-321, 2016-07. (SCIE)
  1. Shu-Chuan Tseng, Yi-Fen Liu and Xiang-Li Lu,"Model-assisted Lexical Tone Evaluation of three-year-old Chinese-speaking Children by also Considering Segment Production ," 2023 INTERSPEECH, 3909-3913, 2023-08. Convention Centre .
  2. Yi-Fen Liu and Xiang-Li Lu,"J-ToneNet: A Transformer-based Encoding Network for Improving Tone Classification in Continuous Speech via F0 Sequences ," 2023 INTERSPEECH, 2138-2142, 2023-08. Convention Centre .
  3. Shu-Chuan Tseng and Yi-Fen Liu,"Segment and Tone Production in Continuous Speech of Hearing and Hearing-impaired Children ," 2021 INTERSPEECH, 606-610, 2021-08. Hotel International Brno .
  4. Liu, Yi-Fen and Shu-Chuan Tseng,"Use of words in story-telling data of Chinese speaking hearing and hearing-impaired children ," The workshop on Disfluencies in Spontaneous Speech with an additional Special Day on (Dis)Fluency in Children’s Speech (DISS 2019), 91-92, 2019-09. ELTE Eotvos Lorand University .
  5. Tseng, Shu-Chuan and Yi-Fen Liu,"Establishment of normative phonological development data for Mandarin-speaking children by applying computational linguistics techniques ," The annual meeting of the Speech-Language-Hearing Association of Taiwan, 6, 2017-12. 高雄醫學大學 .
  6. Tseng, Shu-Chuan, Yi-Fen Liu, and Ye-Sheng Victor Lin,"A Chinese spoken language assessment system that utilizes computational linguistics techniques ," The 10th Asia Pacific Conference on Speech, Language and Hearing, 216, 2017-09. International University of Health and Welfare, Narita .
  7. Liu, Yi-Fen, Shu-Chuan Tseng, and Jyh-Shing Roger Jang,"Phone boundary annotation in conversational speech ," The International Conference on Language Resources and Evaluation, 848-853, 2014-05. The Harpa Conference Centre .
  8. Liu, Yi-Fen, Shu-Chuan Tseng, Jyh-Shing Roger Jang, and Cheng-Hsien Alvin Chen,"Coping Imbalanced Prosodic Unit Boundary Detection with Linguistically-motivated Prosodic Features ," INTERSPEECH, 1417-1420, 2010-09. International Conference Hall Makuhari Messe International Convention Complex .
  9. Liu, Yi-Fen, Shu-Chuan Tseng, Ya-Fang He, Yun-Ru Huang and Tze-Lun Lee,"A preliminary study for spontaneous speech understanding and processing: prosodic units in Mandarin Chinese ," The International Symposium on Linguistic Patterns in Spontaneous Speech (LPSS 2006), 97-112, 2006-11. Academia Sinica .
  1. Liu, Yi-Fen, and Shu-Chuan Tseng/Linguistic Patterns Detected through a Prosodic Segmentation in Spontaneous Taiwan Mandarin Speech/Linguistic Patterns in Spontaneous Speech/ Institute of Linguistics, Academia Sinica/2009-01-01/147-166/None
  1. 應用文字分析技術於設計聊天輔助機器人以降低社交焦慮/2019-07~2020-02/ 108-2813-C-035-006-E/主持人
  2. 整合文字情緒分析與語音合成相關技術以提高故事朗讀系統的表達自然度/2023-07~2024-02/ 112-2813-C-035-019-E/主持人
  3. LINE Bot 結合語音技術應用於慢性用藥輔助系統之開發與設計—以高血壓患者為例/2023-07~2024-02/ 112-2813-C-035-020-E/主持人
  4. 以卷積自動編碼器和群聚分析為本的字詞聲調變化以及語句口說韻律節奏配置之研究(1/2)/2021-04~2022-03/ MOST110-2222-E-035-005-MY2/主持人
  5. 以卷積自動編碼器和群聚分析為本的字詞聲調變化以及語句口說韻律節奏配置之研究(2/2)/2022-04~2023-03/ MOST110-2222-E-035-005-MY2/主持人
  6. 基於 Transformers 以及BERT輸入架構建立能學習聲調調型和口說韻律節奏的中文音節聲調辨認模型/2023-08~2024-07/ NSTC112-2221-E-035-067-/主持人
  1. 「農業知識文章語料關係提取」計畫/2021-04~2021-12/ 共同主持人
  2. (國合)Design and Development of NX SAAS Application Cloud Services NX SAAS 應用雲服務的設計與開發III/2020-04~2021-03/ 協同主持人
Last update:2024-4-20, 9:05 a.m. Next update:2024-4-21, 9 a.m.