2021 IEEE International Conference on Acoustics, Speech and Signal Processing
6-11 June 2021 • Toronto, Ontario, Canada
Extracting Knowledge from Information
SS-13: Recent Advances in Multichannel and Multimodal Machine Learning for Speech Applications |
| Session Type: Poster |
| Time: Thursday, 10 June, 16:30 - 17:15 |
| Location: Gather.Town |
| Virtual Session: View on Virtual Platform |
| Session Chairs: Ante Jukić, Apple and Ahmed Abdelaziz, Apple |
| SS-13.1: AN EMPIRICAL STUDY OF VISUAL FEATURES FOR DNN BASED AUDIO-VISUAL SPEECH ENHANCEMENT IN MULTI-TALKER ENVIRONMENTS |
| Shrishti Saha Shetu; Fraunhofer IIS |
| Soumitro Chakrabarty; Fraunhofer IIS |
| Emanuël Habets; Fraunhofer IIS |
| SS-13.2: ON THE ROLE OF VISUAL CUES IN AUDIOVISUAL SPEECH ENHANCEMENT |
| Zakaria Aldeneh; University of Michigan |
| Anushree Prasanna Kumar; Apple |
| Barry-John Theobald; Apple |
| Erik Marchi; Apple |
| Sachin Kajarekar; Apple |
| Devang Naik; Apple |
| Ahmed Hussen Abdelaziz; Apple |
| SS-13.3: CONVOLUTIVE TRANSFER FUNCTION INVARIANT SDR TRAINING CRITERIA FOR MULTI-CHANNEL REVERBERANT SPEECH SEPARATION |
| Christoph Boeddeker; Paderborn University |
| Wangyou Zhang; Shanghai Jiao Tong University |
| Tomohiro Nakatani; NTT Corporation |
| Keisuke Kinoshita; NTT Corporation |
| Tsubasa Ochiai; NTT Corporation |
| Marc Delcroix; NTT Corporation |
| Naoyuki Kamo; NTT Corporation |
| Yanmin Qian; Shanghai Jiao Tong University |
| Reinhold Haeb-Umbach; Paderborn University |
| SS-13.4: DIRECTIONAL ASR: A NEW PARADIGM FOR E2E MULTI-SPEAKER SPEECH RECOGNITION WITH SOURCE LOCALIZATION |
| Aswin Shanmugam Subramanian; Johns Hopkins University |
| Chao Weng; Tencent AI Lab |
| Shinji Watanabe; Johns Hopkins University |
| Meng Yu; Tencent AI Lab |
| Yong Xu; Tencent AI Lab |
| Shi-Xiong Zhang; Tencent AI Lab |
| Dong Yu; Tencent AI Lab |
| SS-13.5: COMMUNICATION-COST AWARE MICROPHONE SELECTION FOR NEURAL SPEECH ENHANCEMENT WITH AD-HOC MICROPHONE ARRAYS |
| Jonah Casebeer; University of Illinois at Urbana-Champaign |
| Jamshed Kaikaus; University of Illinois at Urbana-Champaign |
| Paris Smaragdis; University of Illinois at Urbana-Champaign |
| SS-13.6: DEEP MULTI-FRAME MVDR FILTERING FOR SINGLE-MICROPHONE SPEECH ENHANCEMENT |
| Marvin Tammen; University of Oldenburg |
| Simon Doclo; University of Oldenburg |