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02/01/2022
New Insights on Target Speaker Extraction
In recent years, researchers have become increasingly interested in spea...
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11/09/2020
An Empirical Study of Visual Features for DNN based Audio-Visual Speech Enhancement in Multi-talker Environments
Audio-visual speech enhancement (AVSE) methods use both audio and visual...
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11/20/2018
Multi-scale aggregation of phase information for reducing computational cost of CNN based DOA estimation
In a recent work on direction-of-arrival (DOA) estimation of multiple sp...
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07/31/2018
Multi-Speaker DOA Estimation Using Deep Convolutional Networks Trained with Noise Signals
Supervised learning based methods for source localization, being data dr...
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12/12/2017
Classification vs. Regression in Supervised Learning for Single Channel Speaker Count Estimation
The task of estimating the maximum number of concurrent speakers from si...
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12/12/2017
Multi-Speaker Localization Using Convolutional Neural Network Trained with Noise
The problem of multi-speaker localization is formulated as a multi-class...
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05/02/2017