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New method enables high quality speech separation
https://phys.org/news/2018-06-method-enables-high-quality-speech.html
To this end, Ephrat and his colleagues at Google have developed a novel audio-visual model for isolating and enhancing the speech of desired speakers in a video. The team's deep network-based model incorporates both visual and auditory signals in order to isolate and enhance any speaker in any video, even in challenging real-world scenarios, such as video conferencing, where multiple participants oftentimes talk at once, and noisy bars, which could contain a variety of background noise, music, and competing conversations.
The team, which includes Google's Inbar Mosseri, Oran Lang, Tali Dekel, Kevin Wilson, Avinatan Hassidim, William T. Freeman, and Michael Rubinstein, will present their work at SIGGRAPH 2018, held 12-16 August in Vancouver, British Columbia. The annual conference and exhibition showcases the world's leading professionals, academics, and creative minds at the forefront of computer graphics and interactive techniques.