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 |