SPE-L6: Speech Enhancement II: Single Channel |
| Session Type: Lecture |
| Time: Wednesday, 6 May, 09:00 - 11:00 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: John Hershey, Google |
| SPE-L6.1: A COMPUTATIONALLY LIGHT ALGORITHM FOR BAYESIAN SPEECH ENHANCEMENT WITH SNR MARGINALIZATION |
| Stefan Thaleiser; Ruhr-Universität Bochum |
| Gerald Enzner; Ruhr-Universität Bochum |
| SPE-L6.2: LOW-LATENCY SINGLE CHANNEL SPEECH ENHANCEMENT USING U-NET CONVOLUTIONAL NEURAL NETWORKS |
| Ahmet E. Bulut; Center for Robust Speech Systems, University of Texas at Dallas |
| Kazuhito Koishida; Microsoft Corporation |
| SPE-L6.3: A CROSS-TASK TRANSFER LEARNING APPROACH TO ADAPTING DEEP SPEECH ENHANCEMENT MODELS TO UNSEEN BACKGROUND NOISE USING PAIRED SENONE CLASSIFIERS |
| Sicheng Wang; Georgia Institute of Technology |
| Wei Li; Georgia Institute of Technology |
| Sabato Marco Siniscalchi; Kore University of Enna |
| Chin-Hui Lee; Georgia Institute of Technology |
| SPE-L6.4: MONAURAL SPEECH ENHANCEMENT USING INTRA-SPECTRAL RECURRENT LAYERS IN THE MAGNITUDE AND PHASE RESPONSES |
| Khandokar Md. Nayem; Indiana University |
| Donald S. Williamson; Indiana University |
| SPE-L6.5: A MAXIMUM LIKELIHOOD APPROACH TO MULTI-OBJECTIVE LEARNING USING GENERALIZED GAUSSIAN DISTRIBUTIONS FOR DNN-BASED SPEECH ENHANCEMENT |
| Shu-Tong Niu; University of Science and Technology of China |
| Jun Du; University of Science and Technology of China |
| Li Chai; University of Science and Technology of China |
| Chin-Hui Lee; Georgia Institute of Technology |
| SPE-L6.6: PAGAN: A PHASE-ADAPTED GENERATIVE ADVERSARIAL NETWORKS FOR SPEECH ENHANCEMENT |
| Peishuo Li; Tsinghua University |
| Zihang Jiang; Tsinghua University |
| Shouyi Yin; Tsinghua University |
| Dandan Song; TsingMicro Co. Ltd. |
| Peng Ouyang; TsingMicro Co. Ltd. |
| Leibo Liu; Tsinghua University |
| Shaojun Wei; Tsinghua University |