Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural
Network Based Speech Enhancement

Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural Network Based Speech Enhancement

21 March 2017

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Papers citing "Multi-Objective Learning and Mask-Based Post-Processing for Deep Neural Network Based Speech Enhancement"

18 / 18 papers shown

Title
CleanUNet 2: A Hybrid Speech Denoising Model on Waveform and Spectrogram Zhifeng Kong Ming-Yu Liu Ambrish Dantrey Bryan Catanzaro 51 7 0 12 Sep 2023
Speech Denoising in the Waveform Domain with Self-Attention Zhifeng Kong Ming-Yu Liu Ambrish Dantrey Bryan Catanzaro 89 63 0 15 Feb 2022
Listening to Sounds of Silence for Speech Denoising Ruilin Xu Rundi Wu Y. Ishiwaka Carl Vondrick Changxi Zheng 66 33 0 22 Oct 2020
Real Time Speech Enhancement in the Waveform Domain Alexandre Défossez Gabriel Synnaeve Yossi Adi 109 466 0 23 Jun 2020
A Comparison of Label-Synchronous and Frame-Synchronous End-to-End Models for Speech Recognition Linhao Dong Cheng Yi Jianzong Wang Shiyu Zhou Shuang Xu X. Jia Bo Xu 68 17 0 20 May 2020
A Review of Multi-Objective Deep Learning Speech Denoising Methods A. Azarang N. Kehtarnavaz 79 32 0 26 Mar 2020
Deep Residual-Dense Lattice Network for Speech Enhancement M. Nikzad Aaron Nicolson Yongsheng Gao Jun Zhou K. Paliwal Fanhua Shang 45 38 0 27 Feb 2020
Weighted Speech Distortion Losses for Neural-network-based Real-time Speech Enhancement Yangyang Xia Sebastian Braun Chandan K. A. Reddy Harishchandra Dubey Ross Cutler I. Tashev 121 121 0 28 Jan 2020
Unsupervised Representation Disentanglement using Cross Domain Features and Adversarial Learning in Variational Autoencoder based Voice Conversion Wen-Chin Huang Hao Luo Hsin-Te Hwang Chen-Chou Lo Yu-Huai Peng Yu Tsao Hsin-Min Wang DRL 63 42 0 22 Jan 2020
Speech Enhancement based on Denoising Autoencoder with Multi-branched Encoders Cheng Yu Ryandhimas E. Zezario Syu-Siang Wang Jonathan Sherman Yi-Yen Hsieh Xugang Lu Hsin-Min Wang Yu Tsao 109 38 0 06 Jan 2020
Deep Representation Learning in Speech Processing: Challenges, Recent Advances, and Future Trends S. Latif R. Rana Sara Khalifa Raja Jurdak Junaid Qadir Björn W. Schuller AI4TS 96 82 0 02 Jan 2020
Incorporating Symbolic Sequential Modeling for Speech Enhancement Chien-Feng Liao Yu Tsao Xugang Lu Hisashi Kawai 50 18 0 30 Apr 2019
Bridging the Gap Between Monaural Speech Enhancement and Recognition with Distortion-Independent Acoustic Modeling Peidong Wang Ke Tan DeLiang Wang 72 58 0 11 Mar 2019
DNN-based Source Enhancement to Increase Objective Sound Quality Assessment Score Yuma Koizumi Kenta Niwa Yusuke Hioka Kazunori Kobayashi Y. Haneda 54 63 0 22 Oct 2018
End-to-End Waveform Utterance Enhancement for Direct Evaluation Metrics Optimization by Fully Convolutional Neural Networks Szu-Wei Fu Tao-Wei Wang Yu Tsao Xugang Lu Hisashi Kawai 97 277 0 12 Sep 2017
Supervised Speech Separation Based on Deep Learning: An Overview DeLiang Wang Jitong Chen SSL 98 1,377 0 24 Aug 2017
Complex spectrogram enhancement by convolutional neural network with multi-metrics learning Szu-Wei Fu Ting-Yao Hu Yu Tsao Xugang Lu 95 178 0 27 Apr 2017
Hierarchical learning for DNN-based acoustic scene classification Yong-mei Xu Qiang Huang Wenwu Wang Mark D. Plumbley 77 28 0 13 Jul 2016