T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement

13 October 2019

Papers citing "T-GSA: Transformer with Gaussian-weighted self-attention for speech enhancement"

50 / 69 papers shown

Title
CMMLoc: Advancing Text-to-PointCloud Localization with Cauchy-Mixture-Model Based Framework Yanlong Xu Haoxuan Qu Jiaheng Liu Wenxiao Zhang Xun Yang 225 0 0 04 Mar 2025
Stage-Wise and Prior-Aware Neural Speech Phase Prediction Fei Liu Yang Ai Hui-Peng Du Ye-Xin Lu Rui Zheng Zhen-Hua Ling 32 0 0 07 Oct 2024
A Study on Zero-shot Non-intrusive Speech Assessment using Large Language Models Ryandhimas E. Zezario Sabato Marco Siniscalchi Hsin-Min Wang Yu Tsao 36 2 0 16 Sep 2024
Spectral oversubtraction? An approach for speech enhancement after robot ego speech filtering in semi-real-time Yue Li Koen V. Hindriks Florian A. Kunneman 31 0 0 10 Sep 2024
Heterogeneous Space Fusion and Dual-Dimension Attention: A New Paradigm for Speech Enhancement Tao Zheng Liejun Wang Yinfeng Yu 38 1 0 13 Aug 2024
Survey: Transformer-based Models in Data Modality Conversion Elyas Rashno Amir Eskandari Aman Anand F. Zulkernine MedIm 42 0 0 08 Aug 2024
Mamba in Speech: Towards an Alternative to Self-Attention Xiangyu Zhang Qiquan Zhang Hexin Liu Tianyi Xiao Xinyuan Qian Beena Ahmed E. Ambikairajah Haizhou Li Julien Epps Mamba 54 38 0 21 May 2024
Low-Latency Neural Speech Phase Prediction based on Parallel Estimation Architecture and Anti-Wrapping Losses for Speech Generation Tasks Yang Ai Zhenhua Ling 34 3 0 26 Mar 2024
OTSeg: Multi-prompt Sinkhorn Attention for Zero-Shot Semantic Segmentation Kwanyoung Kim Y. Oh Jong Chul Ye VLM 52 7 0 21 Mar 2024
An Empirical Study on the Impact of Positional Encoding in Transformer-based Monaural Speech Enhancement Qiquan Zhang Meng Ge Hongxu Zhu E. Ambikairajah Qi Song Zhaoheng Ni Haizhou Li 13 12 0 18 Jan 2024
Single-channel speech enhancement using learnable loss mixup Oscar Chang Dung N. Tran K. Koishida 51 7 0 20 Dec 2023
LC-TTFS: Towards Lossless Network Conversion for Spiking Neural Networks with TTFS Coding Qu Yang Malu Zhang Jibin Wu Kay Chen Tan Haizhou Li 32 9 0 23 Oct 2023
GMMFormer: Gaussian-Mixture-Model Based Transformer for Efficient Partially Relevant Video Retrieval Yuting Wang Jinpeng Wang Bin Chen Ziyun Zeng Shu-Tao Xia 46 8 0 08 Oct 2023
A Study on Incorporating Whisper for Robust Speech Assessment Ryandhimas E. Zezario Yu-Wen Chen Szu-Wei Fu Yu Tsao H. Wang C. Fuh 29 10 0 22 Sep 2023
PDPCRN: Parallel Dual-Path CRN with Bi-directional Inter-Branch Interactions for Multi-Channel Speech Enhancement Jia Pan Shulin He Tianci Wu Hui Zhang Xueliang Zhang 29 0 0 19 Sep 2023
Toward a Deeper Understanding: RetNet Viewed through Convolution Chenghao Li Chaoning Zhang ViT 43 7 0 11 Sep 2023
Multi-Task Pseudo-Label Learning for Non-Intrusive Speech Quality Assessment Model Ryandhimas E. Zezario B. Bai C. Fuh Hsin-Min Wang Yu Tsao 19 3 0 18 Aug 2023
Explicit Estimation of Magnitude and Phase Spectra in Parallel for High-Quality Speech Enhancement Ye-Xin Lu Yang Ai Zhenhua Ling 30 9 0 17 Aug 2023
HD-DEMUCS: General Speech Restoration with Heterogeneous Decoders Doyeon Kim Soo-Whan Chung Hyewon Han Youna Ji Hong-Goo Kang 37 7 0 02 Jun 2023
Ripple sparse self-attention for monaural speech enhancement Qiquan Zhang Hongxu Zhu Qi Song Xinyuan Qian Zhaoheng Ni Haizhou Li 19 5 0 15 May 2023
Transformers in Speech Processing: A Survey S. Latif Aun Zaidi Heriberto Cuayáhuitl Fahad Shamshad Moazzam Shoukat Junaid Qadir 46 47 0 21 Mar 2023
Selector-Enhancer: Learning Dynamic Selection of Local and Non-local Attention Operation for Speech Enhancement Xinmeng Xu Weiping Tu Yuhong Yang 37 8 0 07 Dec 2022
A General Unfolding Speech Enhancement Method Motivated by Taylor's Theorem Andong Li Guochen Yu C. Zheng Wenzhe Liu Xiaodong Li 48 10 0 30 Nov 2022
Neural Speech Phase Prediction based on Parallel Estimation Architecture and Anti-Wrapping Losses Yang Ai Zhenhua Ling 21 24 0 29 Nov 2022
Parallel Gated Neural Network With Attention Mechanism For Speech Enhancement Jia Cui S. Bleeck 23 0 0 26 Oct 2022
MetaFormer Baselines for Vision Weihao Yu Chenyang Si Pan Zhou Mi Luo Yichen Zhou Jiashi Feng Shuicheng Yan Xinchao Wang MoE 45 160 0 24 Oct 2022
ECG Artifact Removal from Single-Channel Surface EMG Using Fully Convolutional Networks Kuansan Wang Kai-Chun Liu Sheng-Yu Peng Yu Tsao 26 11 0 24 Oct 2022
Inference skipping for more efficient real-time speech enhancement with parallel RNNs Xiaohuai Le Tong Lei Kai-Jyun Chen Jing Lu 38 20 0 22 Jul 2022
GLD-Net: Improving Monaural Speech Enhancement by Learning Global and Local Dependency Features with GLD Block Xinmeng Xu Yang Wang Jie Jia Binbin Chen Jia Hao 17 5 0 30 Jun 2022
Efficient Transformer-based Speech Enhancement Using Long Frames and STFT Magnitudes Danilo de Oliveira Tal Peer Timo Gerkmann 29 20 0 23 Jun 2022
MTI-Net: A Multi-Target Speech Intelligibility Prediction Model Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao 26 13 0 07 Apr 2022
Perceptual Contrast Stretching on Target Feature for Speech Enhancement Rong-Yu Chao Cheng Yu Szu-Wei Fu Xugang Lu Yu Tsao VLM 31 14 0 31 Mar 2022
DBT-Net: Dual-branch federative magnitude and phase estimation with attention-in-attention transformer for monaural speech enhancement Guochen Yu Andong Li Hui Wang Yutian Wang Yuxuan Ke C. Zheng 41 35 0 16 Feb 2022
Exploring Self-Attention Mechanisms for Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell François Grondin Mirko Bronzi 45 23 0 06 Feb 2022
U-shaped Transformer with Frequency-Band Aware Attention for Speech Enhancement Yi Li Yang Sun S. M. Naqvi 23 25 0 11 Dec 2021
InQSS: a speech intelligibility and quality assessment model using a multi-task learning network Yu-Wen Chen Yu Tsao 16 12 0 04 Nov 2021
Deep Learning-based Non-Intrusive Multi-Objective Speech Assessment Model with Cross-Domain Features Ryandhimas E. Zezario Szu-Wei Fu Fei Chen C. Fuh Hsin-Min Wang Yu Tsao DiffM 33 75 0 03 Nov 2021
Self-Supervised Speech Denoising Using Only Noisy Audio Signals Jiasong Wu Qingchun Li Guanyu Yang Lei Li L. Senhadji H. Shu 23 10 0 30 Oct 2021
Speech Enhancement Based on Cyclegan with Noise-informed Training Wen-Yuan Ting Syu-Siang Wang Hsin-Li Chang B. Su Yu Tsao GAN 31 5 0 19 Oct 2021
Dual-branch Attention-In-Attention Transformer for single-channel speech enhancement Guochen Yu Andong Li C. Zheng Yinuo Guo Yutian Wang Hui Wang 40 84 0 13 Oct 2021
Full Attention Bidirectional Deep Learning Structure for Single Channel Speech Enhancement Yuzi Yan Weiqiang Zhang Michael T. Johnson 30 0 0 27 Aug 2021
Conditional DETR for Fast Training Convergence Depu Meng Xiaokang Chen Zejia Fan Gang Zeng Houqiang Li Yuhui Yuan Lei-huan Sun Jingdong Wang ViT 29 598 0 13 Aug 2021
A Survey of Transformers Tianyang Lin Yuxin Wang Xiangyang Liu Xipeng Qiu ViT 58 1,089 0 08 Jun 2021
Self-attending RNN for Speech Enhancement to Improve Cross-corpus Generalization Ashutosh Pandey DeLiang Wang 17 40 0 26 May 2021
Relative Positional Encoding for Transformers with Linear Complexity Antoine Liutkus Ondřej Cífka Shih-Lun Wu Umut Simsekli Yi-Hsuan Yang Gaël Richard 38 46 0 18 May 2021
SpeechNet: A Universal Modularized Model for Speech Processing Tasks Yi-Chen Chen Po-Han Chi Shu-Wen Yang Kai-Wei Chang Jheng-hao Lin Sung-Feng Huang Da-Rong Liu Chi-Liang Liu Cheng-Kuang Lee Hung-yi Lee MoE 29 17 0 07 May 2021
Speech Enhancement using Separable Polling Attention and Global Layer Normalization followed with PReLU Dengfeng Ke Jinsong Zhang Yanlu Xie Yanyan Xu Binghuai Lin 29 2 0 06 May 2021
DPT-FSNet: Dual-path Transformer Based Full-band and Sub-band Fusion Network for Speech Enhancement Feng Dang Hangting Chen Pengyuan Zhang 76 98 0 27 Apr 2021
TSTNN: Two-stage Transformer based Neural Network for Speech Enhancement in the Time Domain Kai Wang Bengbeng He Weiping Zhu 41 166 0 18 Mar 2021
Transformers with Competitive Ensembles of Independent Mechanisms Alex Lamb Di He Anirudh Goyal Guolin Ke Chien-Feng Liao Mirco Ravanelli Yoshua Bengio MoE 29 23 0 27 Feb 2021