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
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MLSP-P12.1: COMPOUND VARIATIONAL AUTO-ENCODER |
Shang-Yu Su; National Taiwan University |
Shan-Wei Lin; National Taiwan University |
Yun-Nung Chen; National Taiwan University |
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MLSP-P12.2: AN ATTENTION-AWARE BIDIRECTIONAL MULTI-RESIDUAL RECURRENT NEURAL NETWORK (ABMRNN): A STUDY ABOUT BETTER SHORT-TERM TEXT CLASSIFICATION |
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 |
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MLSP-P12.3: AUDIO TEXTURE SYNTHESIS WITH RANDOM NEURAL NETWORKS: IMPROVING DIVERSITY AND QUALITY |
Joseph Antognini; Whisper |
Matt Hoffman; Google, Inc. |
Ron J. Weiss; Google, Inc. |
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MLSP-P12.4: TIME SIGNAL CLASSIFICATION USING RANDOM CONVOLUTIONAL FEATURES |
Abelino Jimenez; Carnegie Mellon University |
Bhiksha Raj; Carnegie Mellon University |
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MLSP-P12.5: ANOMALY DETECTION IN RAW AUDIO USING DEEP AUTOREGRESSIVE NETWORKS |
Ellen Rushe; University College Dublin |
Brian Mac Namee; University College Dublin |
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MLSP-P12.6: ISING-DROPOUT: A REGULARIZATION METHOD FOR TRAINING AND COMPRESSION OF DEEP NEURAL NETWORKS |
Hojjat Salehinejad; University of Toronto |
Shahrokh Valaee; University of Toronto |
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MLSP-P12.7: EXACTLY DECODING A VECTOR THROUGH RELU ACTIVATION |
Samet Oymak; University of California, Riverside |
M. Salman Asif; University of California, Riverside |
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MLSP-P12.8: AN INFORMATION-THEORETIC APPROACH FOR AUTOMATICALLY DETERMINING THE NUMBER OF STATE GROUPS WHEN AGGREGATING MARKOV CHAINS |
Isaac Sledge; Naval Surface Warfare Center PCD |
Jose Principe; University of Florida |
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MLSP-P12.9: UNSUPERVISED POLYGLOT TEXT-TO-SPEECH |
Eliya Nachmani; Facebook AI Research, Tel Aviv University |
Lior Wolf; Facebook AI Research, Tel Aviv University |
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