An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits

21 December 2022

Papers citing "An Audio-Visual Speech Separation Model Inspired by Cortico-Thalamo-Cortical Circuits"

29 / 29 papers shown

Title
Audio-Visual Speech Separation in Noisy Environments with a Lightweight Iterative Model H. Martel Julius Richter Kai Li Xiaolin Hu Timo Gerkmann VLM 40 9 0 31 May 2023
Multimodal Deep Learning Cem Akkus Jiquan Ngiam Vladana Djakovic Steffen Jauch-Walser A. Khosla ... Jann Goschenhofer Honglak Lee A. Ng Daniel Schalk Matthias Aßenmacher 79 3,161 0 12 Jan 2023
Speech Separation Using an Asynchronous Fully Recurrent Convolutional Neural Network Xiaolin Hu Kai Li Weiyi Zhang Yi Luo Jean-Marie Lemercier Timo Gerkmann 62 49 0 04 Dec 2021
The Right to Talk: An Audio-Visual Transformer Approach Thanh-Dat Truong C. Duong T. D. Vu H. Pham Bhiksha Raj Ngan Le Khoa Luu 70 36 0 06 Aug 2021
SpeechBrain: A General-Purpose Speech Toolkit Mirco Ravanelli Titouan Parcollet Peter William VanHarn Plantinga Aku Rouhe Samuele Cornell ... William Aris Hwidong Na Yan Gao R. Mori Yoshua Bengio 62 762 0 08 Jun 2021
A cappella: Audio-visual Singing Voice Separation Juan F. Montesinos V. S. Kadandale G. Haro 59 16 0 20 Apr 2021
Looking into Your Speech: Learning Cross-modal Affinity for Audio-visual Speech Separation Jiyoung Lee Soo-Whan Chung Sunok Kim Hong-Goo Kang Kwanghoon Sohn 27 51 0 25 Mar 2021
VisualVoice: Audio-Visual Speech Separation with Cross-Modal Consistency Ruohan Gao Kristen Grauman CVBM 220 200 0 08 Jan 2021
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 79 552 0 25 Oct 2020
Self-Supervised Learning of Audio-Visual Objects from Video Triantafyllos Afouras Andrew Owens Joon Son Chung Andrew Zisserman SSL 91 254 0 10 Aug 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 82 128 0 14 Jul 2020
SpEx+: A Complete Time Domain Speaker Extraction Network Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong Jianwu Dang Haizhou Li 45 145 0 10 May 2020
Asteroid: the PyTorch-based audio source separation toolkit for researchers Manuel Pariente Samuele Cornell Joris Cosentino S. Sivasankaran Efthymios Tzinis ... Juan M. Martín-Donas David Ditter Ariel Frank Antoine Deleforge Emmanuel Vincent 56 155 0 08 May 2020
SpEx: Multi-Scale Time Domain Speaker Extraction Network Chenglin Xu Wei Rao Eng Siong Chng Haizhou Li 47 168 0 17 Apr 2020
Lipreading using Temporal Convolutional Networks Brais Martínez Pingchuan Ma Stavros Petridis Maja Pantic 204 239 0 23 Jan 2020
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 65 767 0 14 Oct 2019
Time Domain Audio Visual Speech Separation Jian Wu Yong-mei Xu Shi-Xiong Zhang Lianwu Chen Meng Yu Lei Xie Dong Yu 60 116 0 07 Apr 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 136 1,180 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 133 1,772 0 20 Sep 2018
Deep Audio-Visual Speech Recognition Triantafyllos Afouras Joon Son Chung A. Senior Oriol Vinyals Andrew Zisserman 58 696 0 06 Sep 2018
LRS3-TED: a large-scale dataset for visual speech recognition Triantafyllos Afouras Joon Son Chung Andrew Zisserman 58 437 0 03 Sep 2018
UNet++: A Nested U-Net Architecture for Medical Image Segmentation Zongwei Zhou M. R. Siddiquee Nima Tajbakhsh Jianming Liang SSeg 95 6,066 0 18 Jul 2018
VoxCeleb2: Deep Speaker Recognition Joon Son Chung Arsha Nagrani Andrew Zisserman 346 2,261 0 14 Jun 2018
The Conversation: Deep Audio-Visual Speech Enhancement Triantafyllos Afouras Joon Son Chung Andrew Zisserman 70 360 0 11 Apr 2018
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 80 854 0 01 Jul 2016
Bridging the Gaps Between Residual Learning, Recurrent Neural Networks and Visual Cortex Q. Liao T. Poggio 234 256 0 13 Apr 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 57 1,316 0 18 Aug 2015
U-Net: Convolutional Networks for Biomedical Image Segmentation Olaf Ronneberger Philipp Fischer Thomas Brox SSeg 3DV 1.3K 76,547 0 18 May 2015
Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift Sergey Ioffe Christian Szegedy OOD 376 43,154 0 11 Feb 2015