SS-L12: AI for Sound: A Session Honoring Jan Larsen |
| Session Type: Lecture |
| Time: Friday, May 17, 08:30 - 10:30 |
| Location: Auditorium 2 |
| Session Chairs: Tulay Adali, University of Maryland Baltimore and Zheng-Hua Tan, Aalborg University |
| SS-L12.1: METHODICAL DESIGN AND TRIMMING OF DEEP LEARNING NETWORKS: ENHANCING EXTERNAL BP LEARNING WITH INTERNAL OMNIPRESENT-SUPERVISION TRAINING PARADIGM |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sunyuan Kung; Princeton University |
| Zejiang Hou; Princeton University |
| Yuchen Liu; Princeton University |
| SS-L12.2: WHEN NOT TO CLASSIFY: DETECTION OF REVERSE ENGINEERING ATTACKS ON DNN IMAGE CLASSIFIERS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Yujia Wang; Pennsylvania State University |
| David J. Miller; Pennsylvania State University |
| George Kesidis; Pennsylvania State University |
| SS-L12.3: MACHINE LEARNING FOR CONDITION MONITORING AND INNOVATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Niels Henrik Pontoppidan; Oticon A/S |
| Tue Lehn-Schiøler; Danske Bank |
| Kaare Brandt Petersen; Laerdal Copenhagen |
| SS-L12.4: STOCHASTIC MARKOV RECURRENT NEURAL NETWORK FOR SOURCE SEPARATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Jen-Tzung Chien; National Chiao Tung University |
| Che-Yu Kuo; National Chiao Tung University |
| SS-L12.5: ON TRAINING TARGETS AND OBJECTIVE FUNCTIONS FOR DEEP-LEARNING-BASED AUDIO-VISUAL SPEECH ENHANCEMENT |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Daniel Michelsanti; Aalborg University |
| Zheng-Hua Tan; Aalborg University |
| Sigurdur Sigurdsson; Oticon A/S |
| Jesper Jensen; Aalborg University |
| SS-L12.6: GENERALISATION IN ENVIRONMENTAL SOUND CLASSIFICATION: THE ‘MAKING SENSE OF SOUNDS’ DATA SET AND CHALLENGE |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Christian Kroos; University of Surrey |
| Oliver Bones; University of Salford |
| Yin Cao; University of Surrey |
| Lara Harris; University of Salford |
| Philip J. B. Jackson; University of Surrey |
| William J. Davies; University of Salford |
| Wenwu Wang; University of Surrey |
| Trevor J. Cox; University of Salford |
| Mark D. Plumbley; University of Surrey |