Raghuveer Peri | DeepAI

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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...

0 Raghuveer Peri, et al. ∙

∙ 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...

0 Tiantian Feng, et al. ∙

∙ 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...

0 Nicholas Mehlman, et al. ∙

∙ 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...

0 Anirudh Sreeram, et al. ∙

∙ 02/22/2021

Automated Evaluation Of Psychotherapy Skills Using Speech And Language Technologies

With the growing prevalence of psychological interventions, it is vital ...

9 Nikolaos Flemotomos, et al. ∙

∙ 02/11/2021

Disentanglement for audio-visual emotion recognition using multitask setup

Deep learning models trained on audio-visual data have been successfully...

0 Raghuveer Peri, et al. ∙

∙ 08/18/2020

Adversarial Attack and Defense Strategies for Deep Speaker Recognition Systems

Robust speaker recognition, including in the presence of malicious attac...

0 Arindam Jati, et al. ∙

∙ 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...

0 Monisankha Pal, et al. ∙

∙ 02/10/2020

An empirical analysis of information encoded in disentangled neural speaker representations

The primary characteristic of robust speaker representations is that the...

0 Raghuveer Peri, et al. ∙

∙ 11/03/2019

Robust speaker recognition using unsupervised adversarial invariance

In this paper, we address the problem of speaker recognition in challeng...

0 Raghuveer Peri, et al. ∙

∙ 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...

0 Monisankha Pal, et al. ∙

∙ 10/24/2019

Speaker diarization using latent space clustering in generative adversarial network

In this work, we propose deep latent space clustering for speaker diariz...

0 Monisankha Pal, et al. ∙

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