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01/04/2023
Chat2Map: Efficient Scene Mapping from Multi-Ego Conversations
Can conversational videos captured from multiple egocentric viewpoints r...
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11/08/2022
Towards Improved Room Impulse Response Estimation for Speech Recognition
We propose to characterize and improve the performance of blind room imp...
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07/20/2022
Direct and Residual Subspace Decomposition of Spatial Room Impulse Responses
Psychoacoustic experiments have shown that directional properties of, in...
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06/24/2022
SAQAM: Spatial Audio Quality Assessment Metric
Audio quality assessment is critical for assessing the perceptual realis...
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06/16/2022
SoundSpaces 2.0: A Simulation Platform for Visual-Acoustic Learning
We introduce SoundSpaces 2.0, a platform for on-the-fly geometry-based a...
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02/14/2022
Visual Acoustic Matching
We introduce the visual acoustic matching task, in which an audio clip i...
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10/25/2021
Multichannel Speech Enhancement without Beamforming
Deep neural networks are often coupled with traditional spatial filters,...
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10/22/2021
TADRN: Triple-Attentive Dual-Recurrent Network for Ad-hoc Array Multichannel Speech Enhancement
Deep neural networks (DNNs) have been successfully used for multichannel...
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10/20/2021
TPARN: Triple-path Attentive Recurrent Network for Time-domain Multichannel Speech Enhancement
In this work, we propose a new model called triple-path attentive recurr...
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07/15/2021
Filtered Noise Shaping for Time Domain Room Impulse Response Estimation From Reverberant Speech
Deep learning approaches have emerged that aim to transform an audio sig...
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05/29/2021