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Ziyi Xu
ORCID
Publication Activity (10 Years)
Years Active: 2008-2024
Publications (10 Years): 22
Top Topics
Noise Suppression
Top Venues
CoRR
ICASSP
IEEE ACM Trans. Audio Speech Lang. Process.
ITG Symposium on Speech Communication
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Publications
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Ziyi Xu
,
Marvin Sach
,
Jan Pirklbauer
,
Tim Fingscheidt
Employing Real Training Data for Deep Noise Suppression.
ICASSP
(2024)
Yuan Li
,
Anke Zhao
,
Yingjian Wang
,
Ziyi Xu
,
Xin Zhou
,
Jinni Zhou
,
Chao Xu
,
Fei Gao
FACT: Fast and Active Coordinate Initialization for Vision-based Drone Swarms.
CoRR
(2024)
Yezhao Ju
,
Haiyang Zhang
,
Changming Zhao
,
Siyuan Fu
,
Ziyi Xu
Accurate 3D Keypoints Annotation Method Based on LiDAR and Multi-Cameras System.
PHOTOPTICS
(2024)
Lianjie Guo
,
Zaitian Gongye
,
Ziyi Xu
,
Yingjian Wang
,
Xin Zhou
,
Jinni Zhou
,
Fei Gao
Preserving Relative Localization of FoV-Limited Drone Swarm via Active Mutual Observation.
CoRR
(2024)
Ziyi Xu
,
Ziyue Zhao
,
Tim Fingscheidt
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN.
IEEE ACM Trans. Audio Speech Lang. Process.
31 (2023)
Ziyi Xu
,
Ziyue Zhao
,
Tim Fingscheidt
Coded Speech Quality Measurement by a Non-Intrusive PESQ-DNN.
CoRR
(2023)
Ziyi Xu
,
Shuoyao Wang
,
Ying-Jun Angela Zhang
SAMBA: Scenario-Adaptive Meta-Learning for mmWave Beam Alignment.
GLOBECOM (Workshops)
(2023)
Ziyi Xu
,
Marvin Sach
,
Jan Pirklbauer
,
Tim Fingscheidt
Employing Real Training Data for Deep Noise Suppression.
CoRR
(2023)
Ziyi Xu
,
Maximilian Strake
,
Tim Fingscheidt
Does a PESQNet (Loss) Require a Clean Reference Input? The Original PESQ Does, But ACR Listening Tests Don't.
CoRR
(2022)
Ziyi Xu
,
Xue Cheng
,
Yangbo He
Performance of Deep Reinforcement Learning for High Frequency Market Making on Actual Tick Data.
AAMAS
(2022)
Ziyi Xu
,
Maximilian Strake
,
Tim Fingscheidt
Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet.
IEEE ACM Trans. Audio Speech Lang. Process.
30 (2022)
Ziyi Xu
,
Maximilian Strake
,
Tim Fingscheidt
Does a PESQNet (Loss) Require a Clean Reference Input? The Original PESQ Does, But ACR Listening Tests Don't.
IWAENC
(2022)
Ziyi Xu
,
Maximilian Strake
,
Tim Fingscheidt
Deep Noise Suppression Maximizing Non-Differentiable PESQ Mediated by a Non-Intrusive PESQNet.
CoRR
(2021)
Ziyi Xu
,
Maximilian Strake
,
Tim Fingscheidt
Deep Noise Suppression with Non-Intrusive PESQNet Supervision Enabling the Use of Real Training Data.
Interspeech
(2021)
Ziyi Xu
,
Samy Elshamy
,
Ziyue Zhao
,
Tim Fingscheidt
Components loss for neural networks in mask-based speech enhancement.
EURASIP J. Audio Speech Music. Process.
2021 (1) (2021)
Patrick Meyer
,
Ziyi Xu
,
Tim Fingscheidt
Improving Convolutional Recurrent Neural Networks for Speech Emotion Recognition.
SLT
(2021)
Ziyi Xu
,
Samy Elshamy
,
Tim Fingscheidt
Using Separate Losses for Speech and Noise in Mask-Based Speech Enhancement.
ICASSP
(2020)
Ziyi Xu
,
Quchao Wang
,
Duo Li
,
Menghan Hu
,
Nan Yao
,
Guangtao Zhai
Estimating Departure Time Using Thermal Camera and Heat Traces Tracking Technique.
Sensors
20 (3) (2020)
Ziyi Xu
,
Samy Elshamy
,
Ziyue Zhao
,
Tim Fingscheidt
Components Loss for Neural Networks in Mask-Based Speech Enhancement.
CoRR
(2019)
Ziyi Xu
,
Maximilian Strake
,
Tim Fingscheidt
Concatenated Identical DNN (CI-DNN) to Reduce Noise-Type Dependence in DNN-Based Speech Enhancement.
EUSIPCO
(2019)
Ziyi Xu
,
Samy Elshamy
,
Tim Fingscheidt
A Priori SNR Estimation Using Discriminative Non-Negative Matrix Factorization.
ICASSP
(2018)
Ziyi Xu
,
Patrick Meyer
,
Tim Fingscheidt
On the Effects of Speaker Gender in Emotion Recognition Training Data.
ITG Symposium on Speech Communication
(2018)
Li Lu
,
Ziyi Xu
,
Pengfei Shi
Gender Classification of Facial Images Based on Multiple Facial Regions.
CSIE (6)
(2009)
Li Lu
,
Ziyi Xu
,
Yuan Hu
,
Pengfei Shi
Age Estimation Robust to Expression Variations.
CIMCA/IAWTIC/ISE
(2008)
Ziyi Xu
,
Li Lu
,
Pengfei Shi
A hybrid approach to gender classification from face images.
ICPR
(2008)