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09/14/2022
Using Rater and System Metadata to Explain Variance in the VoiceMOS Challenge 2022 Dataset
Non-reference speech quality models are important for a growing number o...
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10/08/2021
MusicNet: Compact Convolutional Neural Network for Real-time Background Music Detection
With the recent growth of remote and hybrid work, online meetings often ...
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10/05/2021
DNSMOS P.835: A Non-Intrusive Perceptual Objective Speech Quality Metric to Evaluate Noise Suppressors
Human subjective evaluation is the gold standard to evaluate speech qual...
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01/22/2021
Towards efficient models for real-time deep noise suppression
With recent research advancements, deep learning models are becoming att...
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01/06/2021
Interspeech 2021 Deep Noise Suppression Challenge
The Deep Noise Suppression (DNS) challenge is designed to foster innovat...
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10/28/2020
DNSMOS: A Non-Intrusive Perceptual Objective Speech Quality metric to evaluate Noise Suppressors
Human subjective evaluation is the gold standard to evaluate speech qual...
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05/16/2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Testing Framework, and Challenge Results
The INTERSPEECH 2020 Deep Noise Suppression (DNS) Challenge is intended ...
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01/28/2020
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement
This paper investigates several aspects of training a RNN (recurrent neu...
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01/23/2020
The INTERSPEECH 2020 Deep Noise Suppression Challenge: Datasets, Subjective Speech Quality and Testing Framework
The INTERSPEECH 2020 Deep Noise Suppression Challenge is intended to pro...
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09/17/2019
A scalable noisy speech dataset and online subjective test framework
Background noise is a major source of quality impairments in Voice over ...
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07/03/2019
Supervised Classifiers for Audio Impairments with Noisy Labels
Voice-over-Internet-Protocol (VoIP) calls are prone to various speech im...
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12/10/2018
An individualized super Gaussian single microphone Speech Enhancement for hearing aid users with smartphone as an assistive device
In this letter, we derive a new super Gaussian Joint Maximum a Posterior...
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12/10/2018