SLP-L4: Feature learning and adapation for ASR |
| Session Type: Lecture |
| Time: Wednesday, May 15, 13:30 - 15:30 |
| Location: Auditorium 1 |
| Session Chairs: Mike Seltzer, Facebook AI and Yanmin Qian, Shanghai Jiao Tong University |
| SLP-L4.1: BLHUC: BAYESIAN LEARNING OF HIDDEN UNIT CONTRIBUTIONS FOR DEEP NEURAL NETWORK SPEAKER ADAPTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Xurong Xie; Chinese University of Hong Kong |
| Xunying Liu; Chinese University of Hong Kong |
| Tan Lee; Chinese University of Hong Kong |
| Shoukang Hu; Chinese University of Hong Kong |
| Lan Wang; Shenzhen Institutes of Advanced Technology, Chinese Academy of Sciences |
| SLP-L4.2: A HIGHLY ADAPTIVE ACOUSTIC MODEL FOR ACCURATE MULTI-DIALECT SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sanghyun Yoo; Samsung Advanced Institute of Technology |
| Inchul Song; Samsung Advanced Institute of Technology |
| Yoshua Bengio; Université de Montréal |
| SLP-L4.3: ADVERSARIAL SPEAKER ADAPTATION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Zhong Meng; Microsoft Corporation |
| Jinyu Li; Microsoft Corporation |
| Yifan Gong; Microsoft Corporation |
| SLP-L4.4: IMPROVING ASR ROBUSTNESS TO PERTURBED SPEECH USING CYCLE-CONSISTENT GENERATIVE ADVERSARIAL NETWORKS |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Sri Harsha Dumpala; TCS Research and Innovation |
| Imran Sheikh; TCS Research and Innovation |
| Rupayan Chakraborty; TCS Research and Innovation |
| Sunil Kumar Kopparapu; TCS Research and Innovation |
| SLP-L4.5: DEEP VARIATIONAL FILTER LEARNING MODELS FOR SPEECH RECOGNITION |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| Purvi Agrawal; Indian Institute of Science |
| Sriram Ganapathy; Indian Institute of Science |
| SLP-L4.6: IMPROVING CHILDREN SPEECH RECOGNITION THROUGH FEATURE LEARNING FROM RAW SPEECH SIGNAL |
| Manuscript Link: Click here to view manuscript on IEEE Xplore |
| S. Pavankumar Dubagunta; Idiap Research Institute |
| Selen Hande Kabil; Idiap Research Institute |
| Mathew Magimai.-Doss; Idiap Research Institute |