MLSP-L7: Machine Learning Applications III |
| Session Type: Lecture |
| Time: Thursday, 7 May, 16:30 - 18:30 |
| Location: On-Demand |
| Virtual Session: View on Virtual Platform |
| Session Chair: Tao Zhang, Starkey |
| MLSP-L7.1: ENERGY DISAGGREGATION USING FRACTIONAL CALCULUS |
| Pascal Schirmer; University of Hertfordhshire |
| Iosif Mporas; University of Hertfordhshire |
| MLSP-L7.2: DYNA-BOLT: DOMAIN ADAPTIVE BINARY FACTORIZATION OF CURRENT WAVEFORMS FOR ENERGY DISAGGREGATION |
| Bingqing Chen; Carnegie Mellon University |
| Jingxiao Liu; Carnegie Mellon University |
| Henning Lange; University of Washington |
| Mario Berges; Carnegie Mellon University |
| MLSP-L7.3: INDEPENDENT-VARIATION MATRIX FACTORIZATION WITH APPLICATION TO ENERGY DISAGGREGATION |
| Simon Henriet; LTCI, Telecom Paris, Institut Polytechnique Paris |
| Umut Simsekli; LTCI, Telecom Paris, Institut Polytechnique Paris |
| Sergio Dos Santos; Smart Impulse |
| Benoit Fuentes; Smart Impulse |
| Gaël Richard; LTCI, Telecom Paris, Institut Polytechnique Paris |
| MLSP-L7.4: UNSUPERVISED STYLE AND CONTENT SEPARATION BY MINIMIZING MUTUAL INFORMATION FOR SPEECH SYNTHESIS |
| Ting-Yao Hu; Carnegie Mellon University |
| Ashish Shrivastava; Apple |
| Oncel Tuzel; Apple |
| Chandra Dhir; Apple |
| MLSP-L7.5: IMPROVING SINGING VOICE SEPARATION WITH THE WAVE-U-NET USING MINIMUM HYPERSPHERICAL ENERGY |
| Joaquin Perez-Lapillo; City, University of London |
| Oleksandr Galkin; City, University of London |
| Tillman Weyde; City, University of London |
| MLSP-L7.6: SINGING VOICE CONVERSION WITH DISENTANGLED REPRESENTATIONS OF SINGER AND VOCAL TECHNIQUE USING VARIATIONAL AUTOENCODERS |
| Yin-Jyun Luo; Singapore University of Technology and Design |
| Chin-Cheng Hsu; University of Southern California |
| Kat Agres; Agency for Science, Technology and Research (A*STAR) |
| Dorien Herremans; Singapore University of Technology and Design |