Deep learning based binaural speech separation in reverberant environments X Zhang, DL Wang IEEE/ACM transactions on audio, speech, and language processing 25 (5), 1075 …, 2017 | 107 | 2017 |
Robust speaker localization guided by deep learning-based time-frequency masking ZQ Wang, X Zhang, DL Wang IEEE/ACM Transactions on Audio, Speech, and Language Processing 27 (1), 178-188, 2018 | 68 | 2018 |
A speech enhancement algorithm by iterating single-and multi-microphone processing and its application to robust ASR X Zhang, ZQ Wang, DL Wang 2017 IEEE International Conference on Acoustics, Speech and Signal …, 2017 | 67 | 2017 |
Training supervised speech separation system to improve STOI and PESQ directly H Zhang, X Zhang, G Gao 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 49 | 2018 |
Real-time speech enhancement using an efficient convolutional recurrent network for dual-microphone mobile phones in close-talk scenarios K Tan, X Zhang, DL Wang ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 36 | 2019 |
Online direction of arrival estimation based on deep learning Q Li, X Zhang, H Li 2018 IEEE International Conference on Acoustics, Speech and Signal …, 2018 | 34 | 2018 |
A pairwise algorithm using the deep stacking network for speech separation and pitch estimation X Zhang, H Zhang, S Nie, G Gao, W Liu IEEE/ACM Transactions on Audio, Speech, and Language Processing 24 (6), 1066 …, 2016 | 30 | 2016 |
Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks. ZQ Wang, X Zhang, DL Wang Interspeech, 322-326, 2018 | 27 | 2018 |
Deep stacking networks with time series for speech separation S Nie, H Zhang, XL Zhang, WJ Liu 2014 IEEE International Conference on Acoustics, Speech and Signal …, 2014 | 26 | 2014 |
Convolutional neural network for robust pitch determination H Su, H Zhang, X Zhang, G Gao 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 22 | 2016 |
Deep learning based speech separation via NMF-style reconstructions S Nie, S Liang, W Liu, X Zhang, J Tao IEEE/ACM Transactions on Audio, Speech, and Language Processing 26 (11 …, 2018 | 20 | 2018 |
A robust text-independent speaker verification method based on speech separation and deep speaker F Zhao, H Li, X Zhang ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 19 | 2019 |
Deep learning based speech separation technology and its developments L Wen-Ju, N Shuai, L Shan, Z Xue-Liang Acta Automatica Sinica 42 (6), 819-833, 2016 | 19 | 2016 |
Using optimal ratio mask as training target for supervised speech separation S Xia, H Li, X Zhang 2017 Asia-Pacific Signal and Information Processing Association Annual …, 2017 | 15 | 2017 |
基于深度学习语音分离技术的研究现状与进展 刘文举, 聂帅, 梁山, 张学良 自动化学报 42 (6), 819-833, 2016 | 14 | 2016 |
Supervised speech enhancement with real spectrum approximation Y Liu, H Zhang, X Zhang, L Yang ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019 | 10 | 2019 |
Exploiting spectro-temporal structures using NMF for DNN-based supervised speech separation S Nie, S Liang, H Li, XL Zhang, ZL Yang, WJ Liu, LK Dong 2016 IEEE International Conference on Acoustics, Speech and Signal …, 2016 | 10 | 2016 |
Jointly Optimizing Activation Coefficients of Convolutive NMF Using DNN for Speech Separation. H Li, S Nie, X Zhang, H Zhang Interspeech, 550-554, 2016 | 9 | 2016 |
A pairwise algorithm for pitch estimation and speech separation using deep stacking network H Zhang, X Zhang, S Nie, G Gao, W Liu 2015 IEEE International Conference on Acoustics, Speech and Signal …, 2015 | 9 | 2015 |
Speakerfilter: Deep Learning-Based Target Speaker Extraction Using Anchor Speech S He, H Li, X Zhang ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020 | 8 | 2020 |