no code implementations • 29 Mar 2024 • Dongzhe Zhang, Jianfeng Chen, Jisheng Bai, Mou Wang
Moreover, methods using multiple microphone arrays often focus solely on source localization, neglecting the aspect of sound event classification.
no code implementations • 29 Feb 2024 • Jianfeng Chen, Jize Xiong, Yixu Wang, Qi Xin, Hong Zhou
With the application of hematopoietic stem cell transplantation and new drugs, the progression-free survival rate and overall survival rate of multiple myeloma have been greatly improved, but it is still considered as a kind of disease that cannot be completely cured.
1 code implementation • 5 Feb 2024 • Jisheng Bai, Mou Wang, Haohe Liu, Han Yin, Yafei Jia, Siwei Huang, Yutong Du, Dongzhe Zhang, Dongyuan Shi, Woon-Seng Gan, Mark D. Plumbley, Susanto Rahardja, Bin Xiang, Jianfeng Chen
In addition, considering the abundance of unlabeled acoustic scene data in the real world, it is important to study the possible ways to utilize these unlabelled data.
no code implementations • 11 Jan 2024 • Han Yin, Mou Wang, Jisheng Bai, Dongyuan Shi, Woon-Seng Gan, Jianfeng Chen
This paper presents a detailed description of our proposed methods for the ICASSP 2024 Cadenza Challenge.
no code implementations • 23 Nov 2023 • Han Yin, Jisheng Bai, Mou Wang, Dongyuan Shi, Woon-Seng Gan, Jianfeng Chen
In this paper, we first propose an interactive dual-conformer (IDC) module, in which a cross-interaction mechanism is applied to effectively exploit the information from soft labels.
1 code implementation • 21 Nov 2023 • Jisheng Bai, Han Yin, Mou Wang, Dongyuan Shi, Woon-Seng Gan, Jianfeng Chen, Susanto Rahardja
This paper presents AudioLog, a large language models (LLMs)-powered audio logging system with hybrid token-semantic contrastive learning.
no code implementations • 17 Jul 2023 • Siwei Huang, Jianfeng Chen, Jisheng Bai, Yafei Jia, Dongzhe Zhang
While in real spatial sound scenes, reverberation and the imbalanced presence of various sound events increase the complexity of the SELD task.
no code implementations • 8 Jun 2023 • Han Yin, Jisheng Bai, Mou Wang, Siwei Huang, Yafei Jia, Jianfeng Chen
3D speech enhancement can effectively improve the auditory experience and plays a crucial role in augmented reality technology.
no code implementations • 6 Aug 2022 • Jisheng Bai, Jianfeng Chen, Mou Wang, Muhammad Saad Ayub, Qingli Yan
In this article, we propose a self-supervised dual-path Transformer (SSDPT) network to detect anomalous sounds in machine monitoring.
no code implementations • 16 Mar 2022 • Jisheng Bai, Jianfeng Chen, Mou Wang, Muhammad Saad Ayub
Evaluations for the three tasks are conducted on the recent databases of detection and classification of acoustic scenes and event challenges.
no code implementations • 31 Oct 2020 • Jisheng Bai, Jianfeng Chen, Mou Wang
Noise pollution significantly affects our daily life and urban development.
no code implementations • 4 Nov 2019 • Rui Shu, Tianpei Xia, Jianfeng Chen, Laurie Williams, Tim Menzies
For example, in a study of security bug reports from the Chromium dataset, the median recalls of FARSEC and Swift were 15. 7% and 77. 4%, respectively.
Software Engineering
1 code implementation • 28 Apr 2018 • Tianpei Xia, Rahul Krishna, Jianfeng Chen, George Mathew, Xipeng Shen, Tim Menzies
We test OIL on a wide range of hyperparameter optimizers using data from 945 software projects.
Software Engineering
no code implementations • 27 Aug 2017 • Jianfeng Chen, Tim Menzies
Cloud computing provides engineers or scientists a place to run complex computing tasks.
no code implementations • 27 Jan 2017 • Jianfeng Chen, Vivek Nair, Tim Menzies
Context: Evolutionary algorithms typically require a large number of evaluations (of solutions) to converge - which can be very slow and expensive to evaluate. Objective: To solve search-based software engineering (SE) problems, using fewer evaluations than evolutionary methods. Method: Instead of mutating a small population, we build a very large initial population which is then culled using a recursive bi-clustering chop approach.