MLSP-P12: Deep Learning Applications IV |
| Session Type: Poster |
| Time: Thursday, May 16, 08:00 - 10:00 |
| Location: Poster Area H, East Bar, First Floor |
| Session Chair: Shinji Watanabe, The Johns Hopkins University |
| MLSP-P12.1: COMPOUND VARIATIONAL AUTO-ENCODER |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Shang-Yu Su; National Taiwan University |
| Shan-Wei Lin; National Taiwan University |
| Yun-Nung Chen; National Taiwan University |
| MLSP-P12.2: AN ATTENTION-AWARE BIDIRECTIONAL MULTI-RESIDUAL RECURRENT NEURAL NETWORK (ABMRNN): A STUDY ABOUT BETTER SHORT-TERM TEXT CLASSIFICATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ye Wang; Texas A&M University |
| Han Wang; Texas A&M University |
| Xinxiang Zhang; Southern Methodist University |
| Theodora Chaspari; Texas A&M University |
| Yoonsuck Choe; Texas A&M University |
| Mi Lu; Texas A&M University |
| MLSP-P12.3: AUDIO TEXTURE SYNTHESIS WITH RANDOM NEURAL NETWORKS: IMPROVING DIVERSITY AND QUALITY |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Joseph Antognini; Whisper |
| Matt Hoffman; Google, Inc. |
| Ron J. Weiss; Google, Inc. |
| MLSP-P12.4: TIME SIGNAL CLASSIFICATION USING RANDOM CONVOLUTIONAL FEATURES |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Abelino Jimenez; Carnegie Mellon University |
| Bhiksha Raj; Carnegie Mellon University |
| MLSP-P12.5: ANOMALY DETECTION IN RAW AUDIO USING DEEP AUTOREGRESSIVE NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Ellen Rushe; University College Dublin |
| Brian Mac Namee; University College Dublin |
| MLSP-P12.6: ISING-DROPOUT: A REGULARIZATION METHOD FOR TRAINING AND COMPRESSION OF DEEP NEURAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Hojjat Salehinejad; University of Toronto |
| Shahrokh Valaee; University of Toronto |
| MLSP-P12.7: EXACTLY DECODING A VECTOR THROUGH RELU ACTIVATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Samet Oymak; University of California, Riverside |
| M. Salman Asif; University of California, Riverside |
| MLSP-P12.8: AN INFORMATION-THEORETIC APPROACH FOR AUTOMATICALLY DETERMINING THE NUMBER OF STATE GROUPS WHEN AGGREGATING MARKOV CHAINS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Isaac Sledge; Naval Surface Warfare Center PCD |
| Jose Principe; University of Florida |
| MLSP-P12.9: UNSUPERVISED POLYGLOT TEXT-TO-SPEECH |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Eliya Nachmani; Facebook AI Research, Tel Aviv University |
| Lior Wolf; Facebook AI Research, Tel Aviv University |