v1v2v3 (latest)

Ultra-Lightweight Speech Separation via Group Communication

17 November 2020

Cong Han

Papers citing "Ultra-Lightweight Speech Separation via Group Communication"

22 / 22 papers shown

Title
DCCRN: Deep Complex Convolution Recurrent Network for Phase-Aware Speech Enhancement Yanxin Hu Yun Liu Shubo Lv Mengtao Xing Shimin Zhang Yihui Fu Jian Wu Bihong Zhang Lei Xie 58 592 0 01 Aug 2020
Neural Architecture Search For LF-MMI Trained Time Delay Neural Networks Shoukang Hu Xurong Xie Shansong Liu Mingyu Cui Mengzhe Geng Xunying Liu Helen Meng 52 8 0 17 Jul 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 89 129 0 14 Jul 2020
Multi-path RNN for hierarchical modeling of long sequential data and its application to speaker stream separation K. Kinoshita Thilo von Neumann Marc Delcroix Tomohiro Nakatani Reinhold Haeb-Umbach 21 9 0 24 Jun 2020
TinyLSTMs: Efficient Neural Speech Enhancement for Hearing Aids Igor Fedorov Marko Stamenovic Carl R. Jensen Li-Chia Yang Ari Mandell Yiming Gan Matthew Mattina P. Whatmough 50 98 0 20 May 2020
Dual-Signal Transformation LSTM Network for Real-Time Noise Suppression Nils L. Westhausen B. Meyer 51 101 0 15 May 2020
PHASEN: A Phase-and-Harmonics-Aware Speech Enhancement Network Dacheng Yin Chong Luo Zhiwei Xiong Wenjun Zeng 68 318 0 12 Nov 2019
End-to-end Microphone Permutation and Number Invariant Multi-channel Speech Separation Yi Luo Zhuo Chen N. Mesgarani Takuya Yoshioka 49 180 0 30 Oct 2019
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 86 771 0 14 Oct 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 148 1,202 0 06 Nov 2018
gpuRIR: A Python Library for Room Impulse Response Simulation with GPU Acceleration David Diaz-Guerra A. Miguel J. R. Beltrán 89 127 0 26 Oct 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 159 1,794 0 20 Sep 2018
Convolutional-Recurrent Neural Networks for Speech Enhancement Haiying Zhao Shuayb Zarar I. Tashev Chin-Hui Lee 52 167 0 02 May 2018
ThiNet: A Filter Level Pruning Method for Deep Neural Network Compression Jian-Hao Luo Jianxin Wu Weiyao Lin 58 1,761 0 20 Jul 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 54 247 0 12 Jul 2017
Multi-talker Speech Separation with Utterance-level Permutation Invariant Training of Deep Recurrent Neural Networks Morten Kolbaek Dong Yu Zheng-Hua Tan Jesper Jensen 57 726 0 18 Mar 2017
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations Itay Hubara Matthieu Courbariaux Daniel Soudry Ran El-Yaniv Yoshua Bengio MQ 149 1,867 0 22 Sep 2016
Layer Normalization Jimmy Lei Ba J. Kiros Geoffrey E. Hinton 413 10,526 0 21 Jul 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 65 432 0 07 Jul 2016
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 261 8,854 0 01 Oct 2015
Distilling the Knowledge in a Neural Network Geoffrey E. Hinton Oriol Vinyals J. Dean FedML 362 19,723 0 09 Mar 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 1.9K 150,260 0 22 Dec 2014