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20172025
most citedModulation spectral features for speech emotion recognition using deep neural networks

72 citations · 174 across the 17 of their papers we have counts for

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Showing 2021Show all

11 papers · 1 filter

eess.AS2021

ASVspoof 2021: accelerating progress in spoofed and deepfake speech detection

Junichi Yamagishi, Xin Wang, Massimiliano Todisco +8

ASVspoof 2021 is the forth edition in the series of bi-annual challenges which aim to promote the study of spoofing and the design of countermeasures to protect automatic speaker v…

cs.CR2021★ 2 cited

Benchmarking and challenges in security and privacy for voice biometrics

Jean-Francois Bonastre, Hector Delgado, Nicholas Evans +13

For many decades, research in speech technologies has focused upon improving reliability. With this now meeting user expectations for a range of diverse applications, speech techno…

eess.AS2021

StutterNet: Stuttering Detection Using Time Delay Neural Network

Shakeel A. Sheikh, Md Sahidullah, Fabrice Hirsch +1

This paper introduces StutterNet, a novel deep learning based stuttering detection capable of detecting and identifying various types of disfluencies. Most of the existing work in…

cs.LG2021

Utterance partitioning for speaker recognition: an experimental review and analysis with new findings under GMM-SVM framework

Nirmalya Sen, Md Sahidullah, Hemant Patil +3

The performance of speaker recognition system is highly dependent on the amount of speech used in enrollment and test. This work presents a detailed experimental review and analysi…

eess.AS2021

Cross-Corpora Language Recognition: A Preliminary Investigation with Indian Languages

Spandan Dey, Goutam Saha, Md Sahidullah

In this paper, we conduct one of the very first studies for cross-corpora performance evaluation in the spoken language identification (LID) problem. Cross-corpora evaluation was n…

eess.AS2021

Deep scattering network for speech emotion recognition

Premjeet Singh, Goutam Saha, Md Sahidullah

This paper introduces scattering transform for speech emotion recognition (SER). Scattering transform generates feature representations which remain stable to deformations and shif…