End-to-End Deep Convolutional Recurrent Models for Noise Robust Waveform Speech Enhancement

Gammatone Filter Bank-Deep Neural Network-based Monaural speech enhancement for unseen conditions

(2022) Shoba Sivapatham et al.   APPLIED ACOUSTICS

A Hybrid Speech Enhancement Algorithm for Voice Assistance Application

(2021) Jenifa Gnanamanickam et al.   SENSORS

PACDNN: A phase-aware composite deep neural network for speech enhancement

(2021) Mojtaba Hasannezhad et al.   SPEECH COMMUNICATION

Spectral Phase Estimation Based on Deep Neural Networks for Single Channel Speech Enhancement

(2020) N. Saleem et al.   JOURNAL OF COMMUNICATIONS TECHNOLOGY AND ELECTRONICS

Text-independent speaker recognition using LSTM-RNN and speech enhancement

(2020) Samia Abd El-Moneim et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Speech enhancement using progressive learning-based convolutional recurrent neural network

(2020) Andong Li et al.   APPLIED ACOUSTICS

Multi-scale decomposition based supervised single channel deep speech enhancement

(2020) Nasir Saleem et al.   APPLIED SOFT COMPUTING

Multi-objective long-short term memory recurrent neural networks for speech enhancement

(2020) Nasir Saleem et al.   Journal of Ambient Intelligence and Humanized Computing

Speech enhancement by LSTM-based noise suppression followed by CNN-based speech restoration

(2020) Maximilian Strake et al.   EURASIP Journal on Advances in Signal Processing

A New Framework for CNN-Based Speech Enhancement in the Time Domain

(2019) Ashutosh Pandey et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Time-domain speech enhancement using generative adversarial networks

(2019) Santiago Pascual et al.   SPEECH COMMUNICATION

Speech enhancement based on simple recurrent unit network

(2019) Xingyue Cui et al.   APPLIED ACOUSTICS

End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks

(2018) Szu-Wei Fu et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Phase-Aware Speech Enhancement Based on Deep Neural Networks

(2018) Naijun Zheng et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Long short-term memory for speaker generalization in supervised speech separation

(2017) Jitong Chen et al.   JOURNAL OF THE ACOUSTICAL SOCIETY OF AMERICA

Low-Rank and Sparsity Analysis Applied to Speech Enhancement Via Online Estimated Dictionary

(2016) Pengfei Sun et al.   IEEE SIGNAL PROCESSING LETTERS

A Regression Approach to Speech Enhancement Based on Deep Neural Networks

(2015) Yong Xu et al.   IEEE-ACM Transactions on Audio Speech and Language Processing

Wiener filtering based speech enhancement with Weighted Denoising Auto-encoder and noise classification

(2014) Bingyin Xia et al.   SPEECH COMMUNICATION

An Experimental Study on Speech Enhancement Based on Deep Neural Networks

(2013) Yong Xu et al.   IEEE SIGNAL PROCESSING LETTERS

Evaluation of Objective Quality Measures for Speech Enhancement

(2007) Yi Hu et al.   IEEE Transactions on Audio Speech and Language Processing