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03/13/2023
A two-stage speaker extraction algorithm under adverse acoustic conditions using a single-microphone
In this work, we present a two-stage method for speaker extraction under...
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12/27/2022
Don't Be So Sure! Boosting ASR Decoding via Confidence Relaxation
Automatic Speech Recognition (ASR) systems frequently use a search-based...
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10/31/2022
Magnitude or Phase? A Two Stage Algorithm for Dereverberation
In this work we present a new single-microphone speech dereverberation a...
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03/21/2022
Enhancing Speech Recognition Decoding via Layer Aggregation
Recently proposed speech recognition systems are designed to predict usi...
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03/06/2022
CNN self-attention voice activity detector
In this work we present a novel single-channel Voice Activity Detector (...
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03/06/2022
Single microphone speaker extraction using unified time-frequency Siamese-Unet
In this paper we present a unified time-frequency method for speaker ext...
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02/11/2021
Speech enhancement with mixture-of-deep-experts with clean clustering pre-training
In this study we present a mixture of deep experts (MoDE) neural-network...
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11/04/2020
Single channel voice separation for unknown number of speakers under reverberant and noisy settings
We present a unified network for voice separation of an unknown number o...
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08/26/2020
FCN Approach for Dynamically Locating Multiple Speakers
In this paper, we present a deep neural network-based online multi-speak...
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12/16/2018
Deep Clustering Based on a Mixture of Autoencoders
In this paper we propose a Deep Autoencoder MIxture Clustering (DAMIC) a...
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03/22/2018