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09/19/2023
Efficient Multi-Channel Speech Enhancement with Spherical Harmonics Injection for Directional Encoding
Multi-channel speech enhancement extracts speech using multiple micropho...
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09/19/2023
Hierarchical Modeling of Spatial Cues via Spherical Harmonics for Multi-Channel Speech Enhancement
Multi-channel speech enhancement utilizes spatial information from multi...
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09/19/2023
PDPCRN: Parallel Dual-Path CRN with Bi-directional Inter-Branch Interactions for Multi-Channel Speech Enhancement
Multi-channel speech enhancement seeks to utilize spatial information to...
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04/19/2023
CMID: A Unified Self-Supervised Learning Framework for Remote Sensing Image Understanding
Self-supervised learning (SSL) has gained widespread attention in the re...
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10/28/2022
Speech Enhancement with Intelligent Neural Homomorphic Synthesis
Most neural network speech enhancement models ignore speech production m...
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10/28/2022
Local-global speaker representation for target speaker extraction
Target speaker extraction is to extract the target speaker's voice from ...
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08/15/2022
LCSM: A Lightweight Complex Spectral Mapping Framework for Stereophonic Acoustic Echo Cancellation
The traditional adaptive algorithms will face the non-uniqueness problem...
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05/06/2021
DBNet: A Dual-branch Network Architecture Processing on Spectrum and Waveform for Single-channel Speech Enhancement
In real acoustic environment, speech enhancement is an arduous task to i...
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03/26/2021
Guided Training: A Simple Method for Single-channel Speaker Separation
Deep learning has shown a great potential for speech separation, especia...
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10/25/2020
Speakerfilter-Pro: an improved target speaker extractor combines the time domain and frequency domain
This paper introduces an improved target speaker extractor, referred to ...
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02/02/2020
Single Channel Speech Enhancement Using Temporal Convolutional Recurrent Neural Networks
In recent decades, neural network based methods have significantly impro...
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06/20/2019
A Monaural Speech Enhancement Method for Robust Small-Footprint Keyword Spotting
Robustness against noise is critical for keyword spotting (KWS) in real-...
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10/22/2018
Investigation of Monaural Front-End Processing for Robust ASR without Retraining or Joint-Training
In recent years, monaural speech separation has been formulated as a sup...
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10/22/2018
Investigation of Independent Monaural Front-End Processing for Robust ASR without Retraining and Joint-Training
In recent years, monaural speech separation has been formulated as a sup...
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09/04/2017
Using Optimal Ratio Mask as Training Target for Supervised Speech Separation
Supervised speech separation uses supervised learning algorithms to lear...
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08/28/2017