Joint constraint algorithm based on deep neural network with dual outputs for single-channel speech separation

Signal Image and Video Processing ◽

10.1007/s11760-020-01676-6 ◽

2020 ◽

Vol 14 (7) ◽

pp. 1387-1395

Author(s):

Linhui Sun ◽

Ge Zhu ◽

Pingan Li

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Single Channel ◽

Speech Separation

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Unsupervised single-channel speech separation via deep neural network for different gender mixtures

2016 Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA) ◽

10.1109/apsipa.2016.7820736 ◽

2016 ◽

Author(s):

Yannan Wang ◽

Jun Du ◽

Li-Rong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Single Channel ◽

Speech Separation

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Single Channel Speech Separation Using Deep Neural Network

Advances in Neural Networks - ISNN 2017 - Lecture Notes in Computer Science ◽

10.1007/978-3-319-59072-1_34 ◽

2017 ◽

pp. 285-292

Author(s):

Linlin Chen ◽

Xiaohong Ma ◽

Shuxue Ding

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Single Channel ◽

Speech Separation

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A Maximum Likelihood Approach to Deep Neural Network Based Nonlinear Spectral Mapping for Single-Channel Speech Separation

10.21437/interspeech.2017-830 ◽

2017 ◽

Author(s):

Yannan Wang ◽

Jun Du ◽

Li-Rong Dai ◽

Chin-Hui Lee

Keyword(s):

Neural Network ◽

Maximum Likelihood ◽

Deep Neural Network ◽

Single Channel ◽

Speech Separation ◽

Spectral Mapping ◽

Maximum Likelihood Approach ◽

Likelihood Approach

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Error Modeling via Asymmetric Laplace Distribution for Deep Neural Network Based Single-Channel Speech Enhancement

10.21437/interspeech.2018-1439 ◽

2018 ◽

Author(s):

Li Chai ◽

Jun Du ◽

Chin-Hui Lee

Keyword(s):

Neural Network ◽

Speech Enhancement ◽

Deep Neural Network ◽

Single Channel ◽

Laplace Distribution ◽

Error Modeling ◽

Asymmetric Laplace Distribution

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NOISE-ADAPTIVE DEEP NEURAL NETWORK FOR SINGLE-CHANNEL SPEECH ENHANCEMENT

2018 IEEE 28th International Workshop on Machine Learning for Signal Processing (MLSP) ◽

10.1109/mlsp.2018.8517027 ◽

2018 ◽

Author(s):

Hanwook Chung ◽

Taesup Kim ◽

Eric Plourde ◽

Benoit Champagne

Keyword(s):

Neural Network ◽

Speech Enhancement ◽

Deep Neural Network ◽

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Single-Channel Speech Enhancement Based on Sparse Regressive Deep Neural Network

Software Engineering and Applications ◽

10.12677/sea.2017.61002 ◽

2017 ◽

Vol 06 (01) ◽

pp. 8-19

Author(s):

海霞孙

Keyword(s):

Neural Network ◽

Speech Enhancement ◽

Deep Neural Network ◽

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Deep Neural Network Driven Binaural Audio Visual Speech Separation

2020 International Joint Conference on Neural Networks (IJCNN) ◽

10.1109/ijcnn48605.2020.9207517 ◽

2020 ◽

Author(s):

Mandar Gogate ◽

Kia Dashtipour ◽

Peter Bell ◽

Amir Hussain

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Visual Speech ◽

Speech Separation

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A Hybrid Approach for Single Channel Speech Enhancement using Deep Neural Network and Harmonic Regeneration Noise Reduction

International Journal of Advanced Computer Science and Applications ◽

10.14569/ijacsa.2020.0111033 ◽

2020 ◽

Vol 11 (10) ◽

Author(s):

Norezmi Jamal ◽

N. Fuad ◽

MNAH. Shaabani

Keyword(s):

Neural Network ◽

Noise Reduction ◽

Speech Enhancement ◽

Deep Neural Network ◽

Single Channel ◽

Hybrid Approach ◽

Harmonic Regeneration

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Deep Neural Network Based Low-Latency Speech Separation with Asymmetric Analysis-Synthesis Window Pair

10.23919/eusipco54536.2021.9616165 ◽

2021 ◽

Author(s):

Shanshan Wang ◽

Gaurav Naithani ◽

Archontis Politis ◽

Tuomas Virtanen

Keyword(s):

Neural Network ◽

Deep Neural Network ◽

Low Latency ◽

Speech Separation

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Deep Neural Network-based Speech Separation Combining with MVDR Beamformer for Automatic Speech Recognition System

2019 IEEE International Conference on Consumer Electronics (ICCE) ◽

10.1109/icce.2019.8662086 ◽

2019 ◽

Author(s):

Bong-Ki Lee ◽

Jaewoong Jeong

Keyword(s):

Neural Network ◽

Speech Recognition ◽

Automatic Speech Recognition ◽

Deep Neural Network ◽

Recognition System ◽

Speech Recognition System ◽

Speech Separation ◽

Automatic Speech Recognition System

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