Technical Program

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