11 citations · 13 across the 5 of their papers we have counts for
11 papers
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…
Genetic Algorithm Optimized Support Vector Machine in NOMA-Based Satellite Networks with Imperfect CSI
Xiaojuan Yan, Kang An, Cheng-Xiang Wang +3
With the help of a power-domain non-orthogonal multiple access (NOMA) scheme, satellite networks can simultaneously serve multiple users within limited time/spectrum resource block…
Joint Doppler and Channel Estimation with Nested Arrays for Millimeter Wave Communications
Xiaohuan Wu, Wei-Ping Zhu, Min Lin +1
Channel estimation is essential for precoding/combining in millimeter wave (mmWave) communications. However, accurate estimation is usually difficult because the receiver can only…
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…