28 citations · 112 across the 23 of their papers we have counts for
20 papers · 1 filter
Complex-Valued Time-Frequency Self-Attention for Speech Dereverberation
Vinay Kothapally, John H. L. Hansen
Several speech processing systems have demonstrated considerable performance improvements when deep complex neural networks (DCNN) are coupled with self-attention (SA) networks. Ho…
SkipConvGAN: Monaural Speech Dereverberation using Generative Adversarial Networks via Complex Time-Frequency Masking
Vinay Kothapally, J. H. L. Hansen
With the advancements in deep learning approaches, the performance of speech enhancing systems in the presence of background noise have shown significant improvements. However, imp…
Impact of Naturalistic Field Acoustic Environments on Forensic Text-independent Speaker Verification System
Zhenyu Wang, John H. L. Hansen
Audio analysis for forensic speaker verification offers unique challenges in system performance due in part to data collected in naturalistic field acoustic environments where loca…
Real-time Speaker counting in a cocktail party scenario using Attention-guided Convolutional Neural Network
Midia Yousefi, John H. L. Hansen
Most current speech technology systems are designed to operate well even in the presence of multiple active speakers. However, most solutions assume that the number of co-current s…
DEAAN: Disentangled Embedding and Adversarial Adaptation Network for Robust Speaker Representation Learning
Mufan Sang, Wei Xia, John H. L. Hansen
Despite speaker verification has achieved significant performance improvement with the development of deep neural networks, domain mismatch is still a challenging problem in this f…
Respiratory Distress Detection from Telephone Speech using Acoustic and Prosodic Features
Meemnur Rashid, Kaisar Ahmed Alman, Khaled Hasan +2
With the widespread use of telemedicine services, automatic assessment of health conditions via telephone speech can significantly impact public health. This work summarizes our pr…