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08/08/2023
Dual input neural networks for positional sound source localization
In many signal processing applications, metadata may be advantageously u...
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06/28/2023
Graph neural networks for sound source localization on distributed microphone networks
Distributed Microphone Arrays (DMAs) present many challenges with respec...
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06/28/2023
Long-term Conversation Analysis: Exploring Utility and Privacy
The analysis of conversations recorded in everyday life requires privacy...
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06/28/2023
Two-Stage Voice Anonymization for Enhanced Privacy
In recent years, the need for privacy preservation when manipulating or ...
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12/02/2022
Relative Acoustic Features for Distance Estimation in Smart-Homes
Any audio recording encapsulates the unique fingerprint of the associate...
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03/25/2022
Spatial Processing Front-End For Distant ASR Exploiting Self-Attention Channel Combinator
We present a novel multi-channel front-end based on channel shortening w...
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04/27/2020
Time-Frequency Analysis and Parameterisation of Knee Sounds for Non-invasive Detection of Osteoarthritis
Objective: In this work the potential of non-invasive detection of knee ...
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01/17/2019
Using DNNs to Detect Materials in a Room based on Sound Absorption
The materials of surfaces in a room play an important room in shaping th...
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01/10/2019
Data Augmentation of Room Classifiers using Generative Adversarial Networks
The classification of acoustic environments allows for machines to bette...
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12/21/2018
End-to-End Classification of Reverberant Rooms using DNNs
Reverberation is present in our workplaces, our homes and even in places...
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11/20/2018