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08/31/2023
ReZero: Region-customizable Sound Extraction
We introduce region-customizable sound extraction (ReZero), a general an...
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08/21/2023
Ultra Dual-Path Compression For Joint Echo Cancellation And Noise Suppression
Echo cancellation and noise reduction are essential for full-duplex comm...
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08/14/2023
The Sound Demixing Challenge 2023 x2013 Cinematic Demixing Track
This paper summarizes the cinematic demixing (CDX) track of the Sound De...
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04/17/2023
Fast Random Approximation of Multi-channel Room Impulse Response
Modern neural-network-based speech processing systems are typically requ...
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02/27/2023
3D Neural Beamforming for Multi-channel Speech Separation Against Location Uncertainty
Multi-channel speech separation using speaker's directional information ...
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12/16/2022
Towards Unified All-Neural Beamforming for Time and Frequency Domain Speech Separation
Recently, frequency domain all-neural beamforming methods have achieved ...
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10/28/2022
Parameter-efficient transfer learning of pre-trained Transformer models for speaker verification using adapters
Recently, the pre-trained Transformer models have received a rising inte...
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05/03/2022
Improving Dual-Microphone Speech Enhancement by Learning Cross-Channel Features with Multi-Head Attention
Hand-crafted spatial features, such as inter-channel intensity differenc...
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04/15/2022
Speaker-Aware Mixture of Mixtures Training for Weakly Supervised Speaker Extraction
Dominant researches adopt supervised training for speaker extraction, wh...
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04/04/2022
Target Confusion in End-to-end Speaker Extraction: Analysis and Approaches
Recently, end-to-end speaker extraction has attracted increasing attenti...
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03/31/2022
Learning Decoupling Features Through Orthogonality Regularization
Keyword spotting (KWS) and speaker verification (SV) are two important t...
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08/12/2021
Text Anchor Based Metric Learning for Small-footprint Keyword Spotting
Keyword Spotting (KWS) remains challenging to achieve the trade-off betw...
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04/26/2021
Complex Neural Spatial Filter: Enhancing Multi-channel Target Speech Separation in Complex Domain
To date, mainstream target speech separation (TSS) approaches are formul...
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04/08/2021
Layer Reduction: Accelerating Conformer-Based Self-Supervised Model via Layer Consistency
Transformer-based self-supervised models are trained as feature extracto...
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03/16/2020
Multi-modal Multi-channel Target Speech Separation
Target speech separation refers to extracting a target speaker's voice f...
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03/09/2020
Enhancing End-to-End Multi-channel Speech Separation via Spatial Feature Learning
Hand-crafted spatial features (e.g., inter-channel phase difference, IPD...
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01/02/2020
Temporal-Spatial Neural Filter: Direction Informed End-to-End Multi-channel Target Speech Separation
Target speech separation refers to extracting the target speaker's speec...
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05/17/2019
A comprehensive study of speech separation: spectrogram vs waveform separation
Speech separation has been studied widely for single-channel close-talk ...
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05/15/2019