274 citations · 291 across the 13 of their papers we have counts for
7 papers · 1 filter
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain
Kai Wang, Bengbeng He, Wei-Ping Zhu
In this paper, we propose a transformer-based architecture, called two-stage transformer neural network (TSTNN) for end-to-end speech denoising in the time domain. The proposed mod…
On the Use of Audio Fingerprinting Features for Speech Enhancement with Generative Adversarial Network
Farnood Faraji, Yazid Attabi, Benoit Champagne +1
The advent of learning-based methods in speech enhancement has revived the need for robust and reliable training features that can compactly represent speech signals while preservi…
Speech Enhancement in Adverse Environments Based on Non-stationary Noise-driven Spectral Subtraction and SNR-dependent Phase Compensation
Md Tauhidul Islam, Asaduzzaman, Celia Shahnaz +2
A two-step enhancement method based on spectral subtraction and phase spectrum compensation is presented in this paper for noisy speeches in adverse environments involving non-stat…
Enhancement of Noisy Speech Exploiting an Exponential Model Based Threshold and a Custom Thresholding Function in Perceptual Wavelet Packet Domain
Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu +1
For enhancement of noisy speech, a method of threshold determination based on modeling of Teager energy (TE) operated perceptual wavelet packet (PWP) coefficients of the noisy spee…
Enhancement of Noisy Speech with Low Speech Distortion Based on Probabilistic Geometric Spectral Subtraction
Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu +1
A speech enhancement method based on probabilistic geometric approach to spectral subtraction (PGA) performed on short time magnitude spectrum is presented in this paper. A confide…
Modeling of Teager Energy Operated Perceptual Wavelet Packet Coefficients with an Erlang-2 PDF for Real Time Enhancement of Noisy Speech
Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu +1
In this paper, for real time enhancement of noisy speech, a method of threshold determination based on modeling of Teager energy (TE) operated perceptual wavelet packet (PWP) coeff…
A Divide and Conquer Strategy for Musical Noise-free Speech Enhancement in Adverse Environments
Md Tauhidul Islam, Celia Shahnaz, Wei-Ping Zhu +1
A divide and conquer strategy for enhancement of noisy speeches in adverse environments involving lower levels of SNR is presented in this paper, where the total system of speech e…