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research achievements

2024
Wang B, Xu X, Zhang Z, Zhu H, Yan Y, Wu X, Chen J*. Self-supervised speech representation and contextual text embedding for match-mismatch classification with EEG recording, in arXiv; 2024. 访问链接
Xu X, Wang B, Yan Y, Wu X, Chen J*. A DenseNet-Based Method for Decoding Auditory Spatial Attention with EEG, in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).; 2024:1946–1950. 访问链接
Xu X, Wang B, Yan Y, Zhu H, Zhang Z, Wu X, Chen J*. ConvConcatNet: a deep convolutional neural network to reconstruct mel spectrogram from the EEG, in arXiv; 2024. 访问链接
Wang B, Xu X, Zhang L, Xiao B, Wu X, Chen J*. Semantic Reconstruction of Continuous Language from MEG Signals, in ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).; 2024:2190–2194. 访问链接
2023
Niu Y, Li N, Wu X, Chen J*. A Model-Based Hearing Compensation Method Using a Self-Supervised Framework, in ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).; 2023:1–5. 访问链接
Wang B, Xu X, Niu Y, Wu C, Wu X, Chen J*. EEG-based auditory attention decoding with audiovisual speech for hearing-impaired listeners. Cerebral Cortex [Internet]. 2023;33:10972–10983. 访问链接
Zhang Z, Wu X, Chen J*. Emotion Classification with EEG Responses Evoked by Emotional Prosody of Speech, in Proceeding of Interspeech.; 2023:4254–4258. 访问链接
Li X, Wang Y, Sun Y, Wu X, Chen J*. PGSS: Pitch-Guided Speech Separation, in Proceedings of the AAAI Conference on Artificial Intelligence.Vol 37.; 2023:13130–13138. 访问链接
2022
Li X, Sun Y, Wu X, Chen J*. Multi-Speaker Pitch Tracking via Embodied Self-Supervised Learning, in 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). Singapore City, Singapore; 2022:8257–8261. 代码链接
Song T, Zhang W, Chen J*. An End-to-End Binaural Sound Localization Model Based on the Equalization and Cancellation Theory, in Proceedings of 152th Audio Engineering Society International Convention. The Hague, Netherlands: Audio Engineering Society; 2022. 访问链接
2021
Wang F, Chen J, Chen F*. Effect of carrier bandwidth on understanding mandarin sentences in simulated electric-acoustic hearing, in 22th Annual Conference of the International Speech Communication Association (INTERSPEECH). Brno, Czechia; 2021.
Fu Z(PhD student), Wang B, Wu X, Chen J *. Auditory attention decoding from EEG using convolutional recurrent neural network, in 29th European Signal Processing Conference (EUSIPCO). Dublin, Ireland; 2021.
Fu Z(PhD student), Wang B, F C, Wu X, Chen J *. Eye gaze estimation with HEOG and Neck EMG using deep neural networks, in 29th European Signal Processing Conference (EUSIPCO). Dublin, Ireland; 2021.
Niu Y (PHD Student), Liu Y, Wu X, Chen J *. Categorical perception of lexical tones based on acoustic-electric stimulation. JASA Express Letters. 2021;1(8):084405.
Zhang Y, Chen Z, Zong Y, Zhong Z, Chen L, Wu Y, Chen J, Liu Y*. Characteristics of Electrocochleography in Patients with Presbycusis and DifferentLevels of Speech Recognition Ability. Journal of Otology (中华耳科学杂志). 2021;19(3):447-451.
Wang J, Chen J, Yang X, Liu L, Wu C, Lu L, Li L, Wu Y*. Common brain substrates underlying auditory speech priming and perceived spatial separation. Frontiers in Neuroscience. 2021;15:158.
Fu Z, Wu X, Chen J. Auditory attention decoding dataset of Peking University. [Internet]. 2021. Download LinkAbstract
The dataset was firstly proposed in Fu et al. (2019) and further used in Fu and Chen (2020). It contains audiovisual (AV) stimuli and the corresponding EEG data collected from 16 normal-hearing subjects, for an auditory attention decoding (AAD) task.  The link provides you the location of the dataset at the PKU netdisk. To download it, a password is required. The access of the dataset is generally permitted for non-commercial use by contacting the corresponding author Prof. Jing Chen (chenj@cis.pku.edu.cn). If the link was found invalid, please contact us to modify it.
2020
Fu Z(PhD student), Chen J *. Congruent audiovisual speech enhances cortical envelope tracking during auditory selective attention, in 21th Annual Conference of the International Speech Communication Association (INTERSPEECH). Shanghai, China; 2020:116–120.
Li X (PhD Student), Liu R, Song T, Wu X, Chen J *. Single channel speech separation integrating pitch information based on a multi task learning framework, in 2020 IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP). Barcelona, Spain; 2020:7279-7283.
Song T (PhD student), T Q, Chen J *. Multi task based sound localization model, in Proceedings of 148th Audio Engineering Society International Convention. Vienna, Austria; 2020:1-6.

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