Parameter tuning-free missing-feature reconstruction for robust sound recognition

Q Liu, J Wu - IEEE Journal of Selected Topics in Signal …, 2020 - ieeexplore.ieee.org
With the advent of the deep neural network, automatic speech recognition (ASR) has seen
significant improvements in recent years. However, ASR performance degrades rapidly …

Noise-robust speech triage

AL Bartos, T Cipr, DJ Nelson, P Schwarz… - The Journal of the …, 2018 - pubs.aip.org
A method is presented in which conventional speech algorithms are applied, with no
modifications, to improve their performance in extremely noisy environments. It has been …

Robust speaker verification system with anti-spoofing detection and DNN feature enhancement modules

S Du - 2015 - dr.ntu.edu.sg
This thesis focuses on the robustness issues of speaker verification (SV) systems. Although
current SV systems perform well under clean condition, their performance degrades …