Audio Structural Analysis and Auto Segmentation 音樂段落分析及自動分段
Audio Steganography 音頻隱寫術
Music Upsampling 音樂品質升採樣
Audio Fingerprint 音頻指紋
Query by Humming 哼唱識別
Vocal remover & Sound source separation 人聲消除及聲伴分離
Music recommendation for sport, sleeping and driving 場景音樂
Emotional Music Classification 情感音樂分類
Singapore University of Technology and Design
[情感音樂搜索] “An audio content based semantic music search system via deep learning”. The Singapore-MIT Alliance for Research and Technology (SMART) 11th Innovation Grant. Principal Investigator: Dr. Simon Lui. Co-PI: Dr. Hock Beng Lim (SUTD), Collaborator: Dr. Konstantinos Trochidis (New York University), Dr. Magesh Chandramouli (Purdue University Calumet), Warner Hong (Code Free Soft Ltd). SGD $246,880.
[發聲腔道可視化] “Teaching and Learning English Pronunciation by Generating the Vocal Tract Shapes from the Frequency Domain Information with deep neural network”. MOE Academies Fund (MOE MAF). Principal Investigator: Dr. Simon Lui. Co-PI: Assoc Lubna Alsagoff (NIE), Dr. Chen Jer-Ming (SUTD), Collaborator: Jennifer Lui (ELIS). SGD $241,539.
[小便聲音分析及可視化] “Creation of A Novel Audio Uroflow App for use with a smart phone for the assessment of patients with lower urinary tract symptoms – pilot study (AUA)”. Principal Investigator (Technical): Dr. Simon Lui. Principal Investigator(Clinical): Prof Ng Lay Guat (SGH). Co- I: Dr Tricia Kuo, Dr Edwin Jonathan Aslim, Ms Lynn Ng, Ms Joanne Tan (SGH). Surgery ACP Technology and Design Multi-Disciplinary Development (TDMD) Grant. SGD $100,000.
[咳嗽聲音分析及診斷工具] “Acoustic Analytic Apps for Smart Telehealth Screening – creating a big data for deep learning”. The Singapore-MIT Alliance for Research and Technology (SMART) 12th Ignition Grant. Principal Investigator (Technical): Dr. Simon Lui. Principal Investigator (clinical): Dr. Hee Hwan Ing (KKH). SGD $49,560.
[門診服務流程優化工具] “Development of an intuitive interactive platform for pre-operative communication between hospital and patients/caregivers – towards community partnership for peri- operative person based healthcare model.” Surgery ACP Strategic Joint Research Fund (SJRF). Principal Investigator (Technical): Dr. Simon Lui. Principal Investigator (Clincial): Dr. Hee Hwan Ing (KKH). Collaborator: Dr. Magesh Chandramouli (Purdue University Calumet). SGD $49,880.