MLSP-L1: Deep Learning Applications I |
| Session Type: Lecture |
| Time: Tuesday, May 14, 13:30 - 15:30 |
| Location: Auditorium 2 |
| Session Chair: Ercan Kuruoglu, CNR (Italian National Council of Research), |
| MLSP-L1.1: PEAK DETECTION AND BASELINE CORRECTION USING A CONVOLUTIONAL NEURAL NETWORK |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Mikkel N. Schmidt; Technical University of Denmark |
| Tommy S. Alstrøm; Technical University of Denmark |
| Marcus Svendstorp; Technical University of Denmark |
| Jan Larsen; Technical University of Denmark |
| MLSP-L1.2: DEEP LEARNING THE EEG MANIFOLD FOR PHONOLOGICAL CATEGORIZATION FROM ACTIVE THOUGHTS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Pramit Saha; University of British Columbia |
| Muhammad Abdul-Mageed; University of British Columbia |
| Sidney Fels; University of British Columbia |
| MLSP-L1.3: IMPROVE DIVERSE TEXT GENERATION BY SELF LABELING CONDITIONAL VARIATIONAL AUTO ENCODER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yuchi Zhang; Alibaba Group |
| Yongliang Wang; Alibaba Group |
| Liping Zhang; Alibaba Group |
| Zhiqiang Zhang; Alibaba Group |
| Kun Gai; Alibaba Group |
| MLSP-L1.4: FULLY DATA-DRIVEN CONVOLUTIONAL FILTERS WITH DEEP LEARNING MODELS FOR EPILEPTIC SPIKE DETECTION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Kosuke Fukumori; Tokyo University of Agriculture and Technology |
| Thu Nguyen; International University, VNU-HCMC |
| Noboru Yoshida; Juntendo University Nerima Hospital |
| Toshihisa Tanaka; Tokyo University of Agriculture and Technology |
| MLSP-L1.5: ADVERSARIALLY TRAINED AUTOENCODERS FOR PARALLEL-DATA-FREE VOICE CONVERSION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Orhan Ocal; University of California, Berkeley |
| Oguz H. Elibol; Intel AI Lab |
| Gokce Keskin; Intel AI Lab |
| Cory Stephenson; Intel AI Lab |
| Anil Thomas; Intel AI Lab |
| Kannan Ramchandran; University of California, Berkeley |
| MLSP-L1.6: STATIC AND DYNAMIC STATE PREDICTIONS FOR ACOUSTIC MODEL COMBINATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Kshitiz Kumar; Microsoft |
| Yifan Gong; Microsoft |