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06/30/2023
VoxWatch: An open-set speaker recognition benchmark on VoxCeleb
Despite its broad practical applications such as in fraud prevention, op...
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04/05/2022
User-Level Differential Privacy against Attribute Inference Attack of Speech Emotion Recognition in Federated Learning
Many existing privacy-enhanced speech emotion recognition (SER) framewor...
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03/29/2022
Mel Frequency Spectral Domain Defenses against Adversarial Attacks on Speech Recognition Systems
A variety of recent works have looked into defenses for deep neural netw...
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07/12/2021
Perceptual-based deep-learning denoiser as a defense against adversarial attacks on ASR systems
In this paper we investigate speech denoising as a defense against adver...
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02/22/2021
Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies
With the growing prevalence of psychological interventions, it is vital ...
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02/11/2021
Disentanglement for audio-visual emotion recognition using multitask setup
Deep learning models trained on audio-visual data have been successfully...
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08/18/2020
Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems
Robust speaker recognition, including in the presence of malicious attac...
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07/19/2020
Meta-learning with Latent Space Clustering in Generative Adversarial Network for Speaker Diarization
The performance of most speaker diarization systems with x-vector embedd...
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02/10/2020
An empirical analysis of information encoded in disentangled neural speaker representations
The primary characteristic of robust speaker representations is that the...
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11/03/2019
Robust speaker recognition using unsupervised adversarial invariance
In this paper, we address the problem of speaker recognition in challeng...
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10/24/2019
A study of semi-supervised speaker diarization system using gan mixture model
We propose a new speaker diarization system based on a recently introduc...
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10/24/2019