Ziyi Xu

Publication Activity (10 Years)

Years Active: 2008-2024
Publications (10 Years): 22

Top Topics

Noise Suppression

Top Venues

IEEE ACM Trans. Audio Speech Lang. Process.

ITG Symposium on Speech Communication

Publications

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)