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As intelligent reflecting surface (IRS) has emerged as a new and promising technology capable of configuring the wireless environment favorably, channel estimation for IRS-assisted multiple-input multiple-output (MIMO) systems has garnered…

信息论 · 计算机科学 2025-12-22 Zhen Qin , Zhihui Zhu

Language models will inevitably err in situations with which they are unfamiliar. However, by effectively communicating uncertainties, they can still guide humans toward making sound decisions in those contexts. We demonstrate this idea by…

人工智能 · 计算机科学 2024-10-08 Lingjun Zhao , Khanh Nguyen , Hal Daumé

Speech separation approaches for single-channel, dry speech mixtures have significantly improved. However, real-world spatial and reverberant acoustic environments remain challenging, limiting the effectiveness of these approaches for…

Inclusion, equity, and access are widely valued in AI and education, yet are often assessed through coarse sample descriptors or post-hoc self-reports that miss how inclusion is shaped moment by moment in collaborative problem solving…

计算与语言 · 计算机科学 2026-02-11 Jaeyoon Choi , Nia Nixon

Teleconferencing is becoming essential during the COVID-19 pandemic. However, in real-world applications, speech quality can deteriorate due to, for example, background interference, noise, or reverberation. To solve this problem, target…

音频与语音处理 · 电气工程与系统科学 2022-05-02 Yicheng Hsu , Yonghan Lee , Mingsian R. Bai

Research on automatic speech recognition (ASR) systems for electrolaryngeal speakers has been relatively unexplored due to small datasets. When training data is lacking in ASR, a large-scale pretraining and fine tuning framework is often…

声音 · 计算机科学 2023-05-31 Lester Phillip Violeta , Ding Ma , Wen-Chin Huang , Tomoki Toda

Interruptions, a fundamental component of human communication, can enhance the dynamism and effectiveness of conversations, but only when effectively managed by all parties involved. Despite advancements in robotic systems, state-of-the-art…

人机交互 · 计算机科学 2025-04-29 Shiye Cao , Jiwon Moon , Amama Mahmood , Victor Nikhil Antony , Ziang Xiao , Anqi Liu , Chien-Ming Huang

This paper focuses on the prediction of real-world talk attendances at academic conferences with respect to different influence factors. We study the predictability of talk attendances using real-world tracked face-to-face contacts.…

社会与信息网络 · 计算机科学 2014-07-03 Christoph Scholz , Jens Illig , Martin Atzmueller , Gerd Stumme

With the rapid development of deep learning techniques, the popularity of voice services implemented on various Internet of Things (IoT) devices is ever increasing. In this paper, we examine user-level membership inference in the problem…

密码学与安全 · 计算机科学 2021-06-29 Yuantian Miao , Minhui Xue , Chao Chen , Lei Pan , Jun Zhang , Benjamin Zi Hao Zhao , Dali Kaafar , Yang Xiang

Human beings have developed fantastic abilities to integrate information from various sensory sources exploring their inherent complementarity. Perceptual capabilities are therefore heightened, enabling, for instance, the well-known…

计算机视觉与模式识别 · 计算机科学 2021-04-14 Gustavo Assunção , Nuno Gonçalves , Paulo Menezes

Research has shown that trust is an essential aspect of human-computer interaction directly determining the degree to which the person is willing to use a system. An automatic prediction of the level of trust that a user has on a certain…

As artificial intelligence (AI) increasingly becomes an integral part of our societal and individual activities, there is a growing imperative to develop responsible AI solutions. Despite a diverse assortment of machine learning fairness…

机器学习 · 计算机科学 2023-12-29 Jessica Liu , Huaming Chen , Jun Shen , Kim-Kwang Raymond Choo

Meetings are a valuable yet challenging scenario for speech applications due to complex acoustic conditions. This paper summarizes the outcomes of the MISP 2025 Challenge, hosted at Interspeech 2025, which focuses on multi-modal,…

Non-verbal communication is part of our regular conversation, and multiple gestures are used to exchange information. Among those gestures, pointing is the most important one. If such gestures cannot be perceived by other team members, e.g.…

人机交互 · 计算机科学 2020-01-14 Naina Dhingra , Eugenio Valli , Andreas Kunz

Lip reading is used to understand or interpret speech without hearing it, a technique especially mastered by people with hearing difficulties. The ability to lip read enables a person with a hearing impairment to communicate with others and…

计算机视觉与模式识别 · 计算机科学 2014-09-05 Ahmad B. A. Hassanat

This paper summarizes the JHU team's efforts in tracks 1 and 2 of the CHiME-6 challenge for distant multi-microphone conversational speech diarization and recognition in everyday home environments. We explore multi-array processing…

There has been a growing effort to develop universal speech enhancement (SE) to handle inputs with various speech distortions and recording conditions. The URGENT Challenge series aims to foster such universal SE by embracing a broad range…

音频与语音处理 · 电气工程与系统科学 2025-06-03 Kohei Saijo , Wangyou Zhang , Samuele Cornell , Robin Scheibler , Chenda Li , Zhaoheng Ni , Anurag Kumar , Marvin Sach , Yihui Fu , Wei Wang , Tim Fingscheidt , Shinji Watanabe

Creating fair opportunities for all participants to contribute is a notable challenge in video conferencing. This paper introduces FairTalk, a system that facilitates the subconscious redistribution of speaking opportunities. FairTalk…

人机交互 · 计算机科学 2025-05-27 Ryo Iijima , Shigeo Yoshida , Atsushi Hashimoto , Jiaxin Ma

Multimodal speech recognition aims to improve the performance of automatic speech recognition (ASR) systems by leveraging additional visual information that is usually associated to the audio input. While previous approaches make crucial…

声音 · 计算机科学 2022-04-29 Dan Oneata , Horia Cucu

Despite the widespread adoption of Virtual Reality (VR) technology, cybersickness remains a barrier for some users. This research investigates head movement patterns as a novel physiological marker for cybersickness detection. Unlike…

机器学习 · 计算机科学 2024-02-28 Masoud Salehi , Nikoo Javadpour , Brietta Beisner , Mohammadamin Sanaei , Stephen B. Gilbert
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