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09/15/2023
RVAE-EM: Generative speech dereverberation based on recurrent variational auto-encoder and convolutive transfer function
In indoor scenes, reverberation is a crucial factor in degrading the per...
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09/15/2023
Fine-tune the pretrained ATST model for sound event detection
Sound event detection (SED) often suffers from the data deficiency probl...
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09/15/2023
Unimodal Aggregation for CTC-based Speech Recognition
This paper works on non-autoregressive automatic speech recognition. A u...
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07/31/2023
SpatialNet: Extensively Learning Spatial Information for Multichannel Joint Speech Separation, Denoising and Dereverberation
This work proposes a neural network to extensively exploit spatial infor...
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06/07/2023
Self-supervised Audio Teacher-Student Transformer for Both Clip-level and Frame-level Tasks
In recent years, self-supervised learning (SSL) has emerged as a popular...
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12/19/2022
MANTIS at TSAR-2022 Shared Task: Improved Unsupervised Lexical Simplification with Pretrained Encoders
In this paper we present our contribution to the TSAR-2022 Shared Task o...
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12/19/2022
(Psycho-)Linguistic Features Meet Transformer Models for Improved Explainable and Controllable Text Simplification
State-of-the-art text simplification (TS) systems adopt end-to-end neura...
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12/05/2022
NBC2: Multichannel Speech Separation with Revised Narrow-band Conformer
This work proposes a multichannel narrow-band speech separation network....
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11/16/2022
McNet: Fuse Multiple Cues for Multichannel Speech Enhancement
In multichannel speech enhancement, both spectral and spatial informatio...
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10/20/2022
Speech Dereverberation with a Reverberation Time Shortening Target
This work proposes a new learning target based on reverberation time sho...
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04/26/2022
ATST: Audio Representation Learning with Teacher-Student Transformer
Self-supervised learning (SSL) learns knowledge from a large amount of u...
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04/19/2022
Single-Channel Speech Dereverberation using Subband Network with A Reverberation Time Shortening Target
This work proposes a subband network for single-channel speech dereverbe...
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04/09/2022
Multichannel Speech Separation with Narrow-band Conformer
This work proposes a multichannel speech separation method with narrow-b...
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02/16/2022
SRP-DNN: Learning Direct-Path Phase Difference for Multiple Moving Sound Source Localization
Multiple moving sound source localization in real-world scenarios remain...
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02/16/2022
Learning Deep Direct-Path Relative Transfer Function for Binaural Sound Source Localization
Direct-path relative transfer function (DP-RTF) refers to the ratio betw...
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10/21/2021
RCT: Random Consistency Training for Semi-supervised Sound Event Detection
Sound event detection (SED), as a core module of acoustic environmental ...
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10/12/2021
Multi-channel Narrow-Band Deep Speech Separation with Full-band Permutation Invariant Training
This paper addresses the problem of multi-channel multi-speech separatio...
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08/03/2021
AcousticFusion: Fusing Sound Source Localization to Visual SLAM in Dynamic Environments
Dynamic objects in the environment, such as people and other agents, lea...
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07/27/2021
Microphone Array Generalization for Multichannel Narrowband Deep Speech Enhancement
This paper addresses the problem of microphone array generalization for ...
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05/13/2021
SizeNet: Object Recognition via Object Real Size-based convolutional networks
Inspired by the conclusion that human choose the visual cortex regions w...
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01/30/2021
Semi-supervised Sound Event Detection using Random Augmentation and Consistency Regularization
Sound event detection is a core module for acoustic environmental analys...
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12/07/2020
Reverberant Sound Localization with a Robot Head Based on Direct-Path Relative Transfer Function
This paper addresses the problem of sound-source localization (SSL) with...
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10/29/2020
FullSubNet: A Full-Band and Sub-Band Fusion Model for Real-Time Single-Channel Speech Enhancement
This paper proposes a full-band and sub-band fusion model, named as Full...
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05/29/2020
Sub-band Knowledge Distillation Framework for Speech Enhancement
In single-channel speech enhancement, methods based on full-band spectra...
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05/11/2020
Online Monaural Speech Enhancement Using Delayed Subband LSTM
This paper proposes a delayed subband LSTM network for online monaural (...
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11/25/2019
Narrow-band Deep Filtering for Multichannel Speech Enhancement
In this paper we address the problem of multichannel speech enhancement ...
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04/10/2019
Expectation-Maximization for Speech Source Separation Using Convolutive Transfer Function
This paper addresses the problem of under-determinded speech source sepa...
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04/10/2019
Audio-noise Power Spectral Density Estimation Using Long Short-term Memory
We propose a method using a long short-term memory (LSTM) network to est...
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12/20/2018
Multichannel Online Dereverberation based on Spectral Magnitude Inverse Filtering
This paper addresses the problem of multichannel online dereverberation....
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12/11/2018
A cascaded multiple-speaker localization and tracking system
This paper presents an online multiple-speaker localization and tracking...
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09/28/2018
Online Localization and Tracking of Multiple Moving Speakers in Reverberant Environments
This paper addresses the problem of online multiple-speaker localization...
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11/21/2017
Multichannel Speech Separation and Enhancement Using the Convolutive Transfer Function
This paper addresses the problem of speech separation and enhancement fr...
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11/21/2017
Multichannel Source Separation and Speech Enhancement Using the Convolutive Transfer Function
This paper addresses the problem of audio source recovery from multichan...
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03/31/2016