Looking to Listen at the Cocktail Party: A Speaker-Independent Audio-Visual Model for Speech Separation

ACM Trans. Graph., Volume abs/1804.03619, Issue 4, 2018, Pages 112

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We proposed an audio-visual neural network-based model for singlechannel, speaker-independent speech separation

Abstract:

We present a joint audio-visual model for isolating a single speech signal from a mixture of sounds such as other speakers and background noise. Solving this task using only audio as input is extremely challenging and does not provide an association of the separated speech signals with speakers in the video. In this paper, we present a de...More

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