BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement

17 November 2021

Papers citing "BLOOM-Net: Blockwise Optimization for Masking Networks Toward Scalable and Efficient Speech Enhancement"

14 / 14 papers shown

Title
Group Communication with Context Codec for Lightweight Source Separation Yi Luo Cong Han N. Mesgarani 59 20 0 14 Dec 2020
Attention is All You Need in Speech Separation Cem Subakan Mirco Ravanelli Samuele Cornell Mirko Bronzi Jianyuan Zhong 88 557 0 25 Oct 2020
Continuous Speech Separation with Conformer Sanyuan Chen Yu-Huan Wu Zhuo Chen Jian Wu Jinyu Li Takuya Yoshioka Chengyi Wang Shujie Liu M. Zhou 47 127 0 13 Aug 2020
Dual-Path Transformer Network: Direct Context-Aware Modeling for End-to-End Monaural Speech Separation Jing-jing Chen Qi-rong Mao Dong Liu 73 285 0 28 Jul 2020
Sudo rm -rf: Efficient Networks for Universal Audio Source Separation Efthymios Tzinis Zhepei Wang Paris Smaragdis 82 128 0 14 Jul 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 30 98 0 20 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 58 155 0 08 May 2020
Dual-path RNN: efficient long sequence modeling for time-domain single-channel speech separation Yi Luo Zhuo Chen Takuya Yoshioka AI4TS 70 770 0 14 Oct 2019
Once-for-All: Train One Network and Specialize it for Efficient Deployment Han Cai Chuang Gan Tianzhe Wang Zhekai Zhang Song Han OOD 98 1,277 0 26 Aug 2019
Cascaded Cross-Module Residual Learning towards Lightweight End-to-End Speech Coding Kai Zhen Jongmo Sung Mi Suk Lee Seungkwon Beack Minje Kim 49 39 0 18 Jun 2019
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 138 1,191 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 144 1,783 0 20 Sep 2018
Deep Compression: Compressing Deep Neural Networks with Pruning, Trained Quantization and Huffman Coding Song Han Huizi Mao W. Dally 3DGS 231 8,821 0 01 Oct 2015
Delving Deep into Rectifiers: Surpassing Human-Level Performance on ImageNet Classification Kaiming He Xinming Zhang Shaoqing Ren Jian Sun VLM 278 18,587 0 06 Feb 2015