2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

2021 IEEE International Conference on Acoustics, Speech and Signal Processing

6-11 June 2021 • Toronto, Ontario, Canada

Extracting Knowledge from Information

Technical Program

BIO-11: Deep Learning for Physiological Signals

Session Type: Poster
Time: Thursday, 10 June, 13:00 - 13:45
Location: Gather.Town
Session Chair: Arvind Rao, University of Michigan
 
BIO-11.1: MULTILABEL 12-LEAD ELECTROCARDIOGRAM CLASSIFICATION USING BEAT TO SEQUENCE AUTOENCODERS
         Alexander William Wong; University of Alberta
         Amir Salimi; University of Alberta
         Abram Hindle; University of Alberta
         Sunil Vasu Kalmady; University of Alberta
         Padma Kaul; University of Alberta
 
BIO-11.2: CONTRASTIVE EMBEDDIND LEARNING METHOD FOR RESPIRATORY SOUND CLASSIFICATION
         Wenjie Song; Harbin Institute of Technology
         Jiqing Han; Harbin Institute of Technology
         Hongwei Song; Harbin Institute of Technology
 
BIO-11.3: DECODING NEURAL REPRESENTATIONS OF RHYTHMIC SOUNDS FROM MAGNETOENCEPHALOGRAPHY
         Pei-Chun Chang; National Yang Ming Chiao Tung University
         Jia-Ren Chang; National Yang Ming Chiao Tung University
         Po-Yu Chen; National Yang Ming Chiao Tung University
         Li-Kai Cheng; National Yang Ming Chiao Tung University
         Jen-Chuen Hsieh; National Yang Ming Chiao Tung University
         Hsin-Yen Yu; Taipei National University of the Arts
         Li-Fen Chen; National Yang Ming Chiao Tung University
         Yong-Sheng Chen; National Yang Ming Chiao Tung University
 
BIO-11.4: LOW-DIMENSIONAL DENOISING EMBEDDING TRANSFORMER FOR ECG CLASSIFICATION
         Jian Guan; Harbin Engineering University
         Wenbo Wang; Harbin Engineering University
         Pengming Feng; State Key Laboratory of Space-Ground Integrated Information Technology
         Xinxin Wang; Alibaba Group
         Wenwu Wang; University of Surrey
 
BIO-11.5: SELF-SUPERVISED LEARNING FOR SLEEP STAGE CLASSIFICATION WITH PREDICTIVE AND DISCRIMINATIVE CONTRASTIVE CODING
         Qinfeng Xiao; Beijing Jiaotong University
         Jing Wang; Beijing Jiaotong University
         Jianan Ye; Beijing Jiaotong University
         Hongjun Zhang; Beijing Jiaotong University
         Yuyan Bu; Beijing Jiaotong University
         Yiqiong Zhang; Beijing Jiaotong University
         Hao Wu; Beijing Jiaotong University
 
BIO-11.6: LENGTH NO LONGER MATTERS: A REAL LENGTH ADAPTIVE ARRHYTHMIA CLASSIFICATION MODEL WITH MULTI-SCALE CONVOLUTION
         Chuanqi Han; Institute of Computing Technology, Chinese Academy of Sciences
         Fang Yu; Institute of Computing Technology, Chinese Academy of Sciences
         Peng Wang; Institute of Computing Technology, Chinese Academy of Sciences
         Ruoran Huang; Institute of Computing Technology, Chinese Academy of Sciences
         Xi Huang; Institute of Computing Technology, Chinese Academy of Sciences
         Li Cui; Institute of Computing Technology, Chinese Academy of Sciences
 
BIO-11.7: FEW-SHOT LEARNING FOR DECODING SURFACE ELECTROMYOGRAPHY FOR HAND GESTURE RECOGNITION
         Elahe Rahimian; Concordia University
         Soheil Zabihi; Concordia University
         Amir Asif; York University
         Seyed Farokh Atashzar; New York University
         Arash Mohammadi; Concordia University