Speaker-independent Speech Separation with Deep Attractor Network

12 July 2017

Papers citing "Speaker-independent Speech Separation with Deep Attractor Network"

30 / 30 papers shown

Title
Reading to Listen at the Cocktail Party: Multi-Modal Speech Separation Akam Rahimi Triantafyllos Afouras Andrew Zisserman 40 28 0 02 Jan 2025
A Neural State-Space Model Approach to Efficient Speech Separation Chen Chen Chao-Han Huck Yang Kai Li Yuchen Hu Pin-Jui Ku Chng Eng Siong 24 11 0 26 May 2023
Deep neural network techniques for monaural speech enhancement: state of the art analysis P. Ochieng 28 21 0 01 Dec 2022
TF-GridNet: Integrating Full- and Sub-Band Modeling for Speech Separation Zhongqiu Wang Samuele Cornell Shukjae Choi Younglo Lee Byeonghak Kim Shinji Watanabe 21 119 0 22 Nov 2022
SAMO: Speaker Attractor Multi-Center One-Class Learning for Voice Anti-Spoofing Sivan Ding You Zhang Z. Duan 26 28 0 04 Nov 2022
Heterogeneous Separation Consistency Training for Adaptation of Unsupervised Speech Separation Jiangyu Han Yanhua Long 20 6 0 23 Apr 2022
SkiM: Skipping Memory LSTM for Low-Latency Real-Time Continuous Speech Separation Chenda Li Lei Yang Weiqin Wang Y. Qian 24 24 0 26 Jan 2022
TriBERT: Full-body Human-centric Audio-visual Representation Learning for Visual Sound Separation Tanzila Rahman Mengyu Yang Leonid Sigal ViT 21 8 0 26 Oct 2021
Encoder-Decoder Based Attractors for End-to-End Neural Diarization Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Leibny Paola García-Perera 27 64 0 20 Jun 2021
Single channel voice separation for unknown number of speakers under reverberant and noisy settings Shlomo E. Chazan Lior Wolf Eliya Nachmani Yossi Adi 11 29 0 04 Nov 2020
Speaker Separation Using Speaker Inventories and Estimated Speech Peidong Wang Zhuo Chen DeLiang Wang Jinyu Li Y. Gong 30 11 0 20 Oct 2020
Exploring the time-domain deep attractor network with two-stream architectures in a reverberant environment Hangting Chen Pengyuan Zhang 6 6 0 01 Jul 2020
Efficient Integration of Multi-channel Information for Speaker-independent Speech Separation Yuichiro Koyama Oluwafemi Azeez Bhiksha Raj 14 4 0 23 May 2020
End-to-End Speaker Diarization for an Unknown Number of Speakers with Encoder-Decoder Based Attractors Shota Horiguchi Yusuke Fujita Shinji Watanabe Yawen Xue Kenji Nagamatsu 27 185 0 20 May 2020
FaceFilter: Audio-visual speech separation using still images Soo-Whan Chung Soyeon Choe Joon Son Chung Hong-Goo Kang CVBM 8 66 0 14 May 2020
SpEx+: A Complete Time Domain Speaker Extraction Network Meng Ge Chenglin Xu Longbiao Wang Chng Eng Siong J. Dang Haizhou Li 19 141 0 10 May 2020
Separating Varying Numbers of Sources with Auxiliary Autoencoding Loss Yi Luo N. Mesgarani 8 29 0 27 Mar 2020
Voice Separation with an Unknown Number of Multiple Speakers Eliya Nachmani Yossi Adi Lior Wolf 18 175 0 29 Feb 2020
Wavesplit: End-to-End Speech Separation by Speaker Clustering Neil Zeghidour David Grangier VLM 23 261 0 20 Feb 2020
Deep Audio-Visual Learning: A Survey Hao Zhu Mandi Luo Rui Wang A. Zheng R. He 24 156 0 14 Jan 2020
CNN-LSTM models for Multi-Speaker Source Separation using Bayesian Hyper Parameter Optimization Jeroen Zegers Hugo Van hamme BDL 26 7 0 19 Dec 2019
Unsupervised Training for Deep Speech Source Separation with Kullback-Leibler Divergence Based Probabilistic Loss Function M. Togami Yoshiki Masuyama Tatsuya Komatsu Yumi Nakagome 11 25 0 11 Nov 2019
Mixup-breakdown: a consistency training method for improving generalization of speech separation models Max W. Y. Lam J. Wang Dan Su Dong Yu 17 22 0 28 Oct 2019
Divide and Conquer: A Deep CASA Approach to Talker-independent Monaural Speaker Separation Yuzhou Liu DeLiang Wang 25 157 0 25 Apr 2019
Improved Speech Separation with Time-and-Frequency Cross-domain Joint Embedding and Clustering Gene-Ping Yang Chao-I Tuan Hung-yi Lee Lin-Shan Lee 20 25 0 16 Apr 2019
Deep Learning Based Phase Reconstruction for Speaker Separation: A Trigonometric Perspective Zhong-Qiu Wang Ke Tan DeLiang Wang 48 95 0 22 Nov 2018
Building Corpora for Single-Channel Speech Separation Across Multiple Domains Aman Rana Gregory Sell Leibny Paola García Perera A. Lowe Pratik Shah 11 10 0 06 Nov 2018
End-to-end Networks for Supervised Single-channel Speech Separation Shrikant Venkataramani Paris Smaragdis 17 10 0 05 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 11 1,745 0 20 Sep 2018
Cracking the cocktail party problem by multi-beam deep attractor network Zhuo Chen Jinyu Li Xiong Xiao Takuya Yoshioka Huaming Wang Zhenghao Wang Y. Gong 11 36 0 29 Mar 2018