Universal Sound Separation

Universal Sound Separation

8 May 2019

Jonathan Le Roux

Papers citing "Universal Sound Separation"

18 / 18 papers shown

Title
Language-Queried Target Sound Extraction Without Parallel Training Data Hao Ma Zhiyuan Peng Xu Li Yukai Li Mingjie Shao Qiuqiang Kong Xuelong Li VLM 109 2 0 14 Sep 2024
Fixup Initialization: Residual Learning Without Normalization Hongyi Zhang Yann N. Dauphin Tengyu Ma ODL AI4CE 63 348 0 27 Jan 2019
Differentiable Consistency Constraints for Improved Deep Speech Enhancement Scott Wisdom J. Hershey K. Wilson J. Thorpe Michael Chinen Brian Patton Rif A. Saurous 31 119 0 20 Nov 2018
Exploring Tradeoffs in Models for Low-latency Speech Enhancement K. Wilson Michael Chinen J. Thorpe Brian Patton J. Hershey Rif A. Saurous Jan Skoglund R. Lyon 22 48 0 16 Nov 2018
SDR - half-baked or well done? F. Sánchez-Martínez M. Esplà-Gomis Hakan Erdogan J. Hershey 114 1,180 0 06 Nov 2018
Conv-TasNet: Surpassing Ideal Time-Frequency Magnitude Masking for Speech Separation Yi Luo N. Mesgarani 118 1,772 0 20 Sep 2018
MMDenseLSTM: An efficient combination of convolutional and recurrent neural networks for audio source separation Naoya Takahashi Nabarun Goswami Yuki Mitsufuji 59 143 0 07 May 2018
A joint separation-classification model for sound event detection of weakly labelled data Qiuqiang Kong Yong-mei Xu Wenwu Wang Mark D. Plumbley 31 29 0 08 Nov 2017
Generative Adversarial Source Separation Cem Subakan Paris Smaragdis GAN 145 70 0 30 Oct 2017
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 45 1,359 0 24 Aug 2017
Speaker-independent Speech Separation with Deep Attractor Network Yi Luo Zhuo Chen N. Mesgarani 32 247 0 12 Jul 2017
Single Channel Audio Source Separation using Convolutional Denoising Autoencoders Emad M. Grais Mark D. Plumbley 99 108 0 23 Mar 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 44 725 0 18 Mar 2017
Deep Clustering and Conventional Networks for Music Separation: Stronger Together Yi Luo Zhuo Chen J. Hershey Jonathan Le Roux N. Mesgarani 45 162 0 18 Nov 2016
Single-Channel Multi-Speaker Separation using Deep Clustering Y. Isik Jonathan Le Roux Zhuo Chen Shinji Watanabe J. Hershey 55 429 0 07 Jul 2016
Permutation Invariant Training of Deep Models for Speaker-Independent Multi-talker Speech Separation Dong Yu Morten Kolbæk Zheng-Hua Tan Jesper Jensen 74 854 0 01 Jul 2016
Deep clustering: Discriminative embeddings for segmentation and separation J. Hershey Zhuo Chen Jonathan Le Roux Shinji Watanabe 44 1,316 0 18 Aug 2015
Adam: A Method for Stochastic Optimization Diederik P. Kingma Jimmy Ba ODL 736 149,474 0 22 Dec 2014