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 | 135 | 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 | 116 | 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 | 83 | 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 | 73 | 2018 |
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 | 67 | 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 | 61 | 2019 |
Robust TDOA Estimation Based on Time-Frequency Masking and Deep Neural Networks. ZQ Wang, X Zhang, DL Wang Interspeech, 322-326, 2018 | 44 | 2018 |
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 | 37 | 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 | 34 | 2016 |
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 | 33 | 2014 |
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 | 31 | 2019 |
Deep learning based real-time speech enhancement for dual-microphone mobile phones K Tan, X Zhang, DL Wang IEEE/ACM transactions on audio, speech, and language processing 29, 1853-1863, 2021 | 30 | 2021 |
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 | 30 | 2016 |
Deep learning based speech separation technology and its developments WJ Liu, S Nie, S Liang, XL Zhang Acta Automatica Sinica 42 (6), 819-833, 2016 | 28 | 2016 |
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 | 27 | 2020 |
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 | 27 | 2017 |
A joint framework of denoising autoencoder and generative vocoder for monaural speech enhancement Z Du, X Zhang, J Han IEEE/ACM Transactions on Audio, Speech, and Language Processing 28, 1493-1505, 2020 | 22 | 2020 |
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 | 21 | 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 | 20 | 2019 |
Inplace Gated Convolutional Recurrent Neural Network For Dual-channel Speech Enhancement J Liu, X Zhang Interspeech 2021, 2021 | 18 | 2021 |