SS_15: Acoustic Scene Analysis and Signal Enhancement Based on Advanced Signal Processing and Machine Learning |
| Session Type: Lecture |
| Time: Tuesday, August 30, 16:20 - 18:00 |
| Location: Mediterranean |
| Session Chair: Sharon Gannot, Bar-Ilan University |
| SS_15.1: DEEP LEARNING-BASED JOINT CONTROL OF ACOUSTIC ECHO CANCELLATION, BEAMFORMING AND POSTFILTERING |
| Thomas Haubner, Walter Kellermann, Friedrich-Alexander-University Erlangen-Nuremberg, Germany |
| SS_15.2: GEOMETRICALLY CONSTRAINED INDEPENDENT VECTOR ANALYSIS WITH AUXILIARY FUNCTION APPROACH AND ITERATIVE SOURCE STEERING |
| Kana Goto, Tetsuya Ueda, Takeshi Yamada, University of Tsukuba, Japan; Li Li, Nippon Telegraph and Telephone Corporation, Japan; Shoji Makino, Waseda University, Japan |
| SS_15.3: SINGLE MICROPHONE SPEAKER EXTRACTION USING UNIFIED TIME-FREQUENCY SIAMESE-UNET |
| Aviad Eisenberg, Sharon Gannot, Shlomo E. Chazan, Bar-Ilan University, Israel |
| SS_15.4: MISSING DATA RECOVERY USING AUTOENCODER FOR MULTI-CHANNEL ACOUSTIC SCENE CLASSIFICATION |
| Yuki Shiroma, Yuma Kinoshita, Sayaka Shiota, Nobutaka Ono, Hitoshi Kiya, Tokyo Metropolitan University, Japan; Keisuke Imoto, Doshisha University, Japan |
| SS_15.5: DEEP NEURAL DECISION FOREST FOR ACOUSTIC SCENE CLASSIFICATION |
| Jianyuan Sun, Xubo Liu, Xinhao Mei, Jinzheng Zhao, Mark D. Plumbley, Wenwu Wang, University of Surrey, United Kingdom; Volkan kılıç, Izmir Katip Celebi University, Turkey |