Technical Program

MLSP-P8: Speech and Audio Applications of Machine Learning in Signal Processing

Session Type: Poster
Time: Thursday, March 9, 08:30 - 10:30
Location: Churchill: Poster Area D
Session Chair: Anand Sarwate, Rutgers, The State University of New Jersey
 
MLSP-P8.1: LEARNING ENVIRONMENTAL SOUNDS WITH END-TO-END CONVOLUTIONAL NEURAL NETWORK
         Yuji Tokozume; The University of Tokyo
         Tatsuya Harada; The University of Tokyo
 
MLSP-P8.2: AUTOMATIC INSECT RECOGNITION USING OPTICAL FLIGHT DYNAMICS MODELED BY KERNEL ADAPTIVE ARMA NETWORK
         Kan Li; University of Florida
         Jose C. Principe; University of Florida
 
MLSP-P8.3: ACOUSTIC CLASSIFICATION USING SEMI-SUPERVISED DEEP NEURAL NETWORKS AND STOCHASTIC ENTROPY-REGULARIZATION OVER NEAREST-NEIGHBOR GRAPHS
         Sunil Thulasidasan; Los Alamos National Laboratory
         Jeffrey Bilmes; University of Washington
 
MLSP-P8.4: MEMORY VISUALIZATION FOR GATED RECURRENT NEURAL NETWORKS IN SPEECH RECOGNITION
         Zhiyuan Tang; Tsinghua University
         Ying Shi; Tsinghua University
         Dong Wang; Tsinghua University
         Yang Feng; Tsinghua University
         Shiyue Zhang; Tsinghua University
 
MLSP-P8.5: USING REGIONAL SALIENCY FOR SPEECH EMOTION RECOGNITION
         Zakaria Aldeneh; University of Michigan
         Emily Mower Provost; University of Michigan
 
MLSP-P8.6: LEARNING REPRESENTATIONS OF EMOTIONAL SPEECH WITH DEEP CONVOLUTIONAL GENERATIVE ADVERSARIAL NETWORKS
         Jonathan Chang; Harvey Mudd College
         Stefan Scherer; University of Southern California
 
MLSP-P8.7: SPEECH EMOTION RECOGNITION WITH SKEW-ROBUST NEURAL NETWORKS
         Po-Yuan Shih; National Sun Yat-sen University
         Chia-Ping Chen; National Sun Yat-sen University
         Hsin-Min Wang; Academia Sinica
 
MLSP-P8.8: SPEECH EMOTION RECOGNITION WITH ENSEMBLE LEARNING METHODS
         Po-Yuan Shih; National Sun Yat-sen University
         Chia-Ping Chen; National Sun Yat-sen University
         Chung-Hsien Wu; National Cheng-Kung University
 
MLSP-P8.9: DEEP NEURAL NETWORK BASED WAKE-UP-WORD SPEECH RECOGNITION WITH TWO-STAGE DETECTION
         Fengpei Ge; Institute of Acoustics, Chinese Academy of Sciences
         Yonghong Yan; Institute of Acoustics, Chinese Academy of Sciences
 
MLSP-P8.10: MELODY EXTRACTION AND DETECTION THROUGH LSTM-RNN WITH HARMONIC SUM LOSS
         Hyunsin Park; Korea Advanced Institute of Science and Technology
         Chang D. Yoo; Korea Advanced Institute of Science and Technology