research
∙
09/15/2023
A Real-Time Active Speaker Detection System Integrating an Audio-Visual Signal with a Spatial Querying Mechanism
We introduce a distinctive real-time, causal, neural network-based activ...
share
research
∙
03/22/2023
LSTM-based Video Quality Prediction Accounting for Temporal Distortions in Videoconferencing Calls
Current state-of-the-art video quality models, such as VMAF, give excell...
research
∙
03/21/2023
ICASSP 2023 Deep Noise Suppression Challenge
Deep Speech Enhancement Challenge is the 5th edition of deep noise suppr...
research
∙
02/27/2022
ICASSP 2022 Deep Noise Suppression Challenge
The Deep Noise Suppression (DNS) challenge is designed to foster innovat...
research
∙
10/08/2021
Performance optimizations on deep noise suppression models
We study the role of magnitude structured pruning as an architecture sea...
research
∙
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...
research
∙
01/06/2021
Interspeech 2021 Deep Noise Suppression Challenge
The Deep Noise Suppression (DNS) challenge is designed to foster innovat...
research
∙
11/23/2020
Resonance: Replacing Software Constants with Context-Aware Models in Real-time Communication
Large software systems tune hundreds of 'constants' to optimize their ru...
research
∙
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...
research
∙
06/23/2020
Lumos: A Library for Diagnosing Metric Regressions in Web-Scale Applications
Web-scale applications can ship code on a daily to weekly cadence. These...
research
∙
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 ...
research
∙
01/23/2020