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Almost half a billion people world-wide suffer from disabling hearing loss. While hearing aids can partially compensate for this, a large proportion of users struggle to understand speech in situations with background noise. Here, we…

While our world is filled with its own natural sounds that we can't resist enjoying, it is also chock-full of other sounds that can be irritating, this is noise. Noise not only influences the working efficiency but also the human's health.…

声音 · 计算机科学 2023-11-02 kai Wu , Yuanyuan Chen

The optimization of a wavelet-based algorithm to improve speech intelligibility along with the full data set and results are reported. The discrete-time speech signal is split into frequency sub-bands via a multi-level discrete wavelet…

声音 · 计算机科学 2022-07-25 Tianqu Kang , Anh-Dung Dinh , Binghong Wang , Tianyuan Du , Yijia Chen , Kevin Chau

Hearables with integrated microphones may offer communication benefits in noisy working environments, e.g. by transmitting the recorded own voice of the user. Systems aiming at reconstructing the clean and full-bandwidth own voice from…

音频与语音处理 · 电气工程与系统科学 2024-03-25 Mattes Ohlenbusch , Christian Rollwage , Simon Doclo

Today, the optimal performance of existing noise-suppression algorithms, both data-driven and those based on classic statistical methods, is range bound to specific levels of instantaneous input signal-to-noise ratios. In this paper, we…

机器学习 · 计算机科学 2018-07-30 Rasool Fakoor , Xiaodong He , Ivan Tashev , Shuayb Zarar

Low-frequency audio has been proposed as a promising privacy-preserving modality to study social dynamics in real-world settings. To this end, researchers have developed wearable devices that can record audio at frequencies as low as 1250…

声音 · 计算机科学 2024-07-19 Ailin Liu , Pepijn Vunderink , Jose Vargas Quiros , Chirag Raman , Hayley Hung

The widespread smart devices raise people's concerns of being eavesdropped on. To enhance voice privacy, recent studies exploit the nonlinearity in microphone to jam audio recorders with inaudible ultrasound. However, existing solutions…

密码学与安全 · 计算机科学 2024-01-30 Peng Huang , Yao Wei , Peng Cheng , Zhongjie Ba , Li Lu , Feng Lin , Yang Wang , Kui Ren

In contemporary society, voice-controlled devices, such as smartphones and home assistants, have become pervasive due to their advanced capabilities and functionality. The always-on nature of their microphones offers users the convenience…

密码学与安全 · 计算机科学 2023-09-27 Yuchen Liu , Apu Kapadia , Donald Williamson

We present a method to maintain the subjective perception of volume of audio signals and, at the same time, reduce their absolute peak value. We focus on achieving this without compromising the perceived audio quality. This is specially…

信号处理 · 电气工程与系统科学 2022-02-17 A. Jeannerot , N. de Koeijer , P. Martínez-Nuevo , M. B. Møller , J. Dyreby , P. Prandoni

Automatic speech recognition systems are part of people's daily lives, embedded in personal assistants and mobile phones, helping as a facilitator for human-machine interaction while allowing access to information in a practically intuitive…

声音 · 计算机科学 2021-10-05 Julio Cesar Duarte , Sérgio Colcher

Spoken language interaction is at the heart of interpersonal communication, and people flexibly adapt their speech to different individuals and environments. It is surprising that robots, and by extension other digital devices, are not…

机器人学 · 计算机科学 2024-05-17 Qiaoqiao Ren , Yuanbo Hou , Dick Botteldooren , Tony Belpaeme

Quantum advantage requires overcoming noise-induced degradation of quantum systems. Conventional methods for reducing noise such as error mitigation face scalability issues in deep circuits. Specifically, noise hampers the extraction of…

量子物理 · 物理学 2023-12-05 Yonglong Ding , Ruyu Yang

Acoustic noise has adverse effects on human activities. Aside from hearing impairment and stress-related illnesses, it can also interfere with spoken communication, reduce human performance and affect the quality of life. As urbanization is…

网络与互联网体系结构 · 计算机科学 2020-01-23 Evan Fallis , Petros Spachos , Stefano Gregori

Acoustical mismatch among training and testing phases degrades outstandingly speech recognition results. This problem has limited the development of real-world nonspecific applications, as testing conditions are highly variant or even…

声音 · 计算机科学 2013-05-13 Rashmi Makhijani , Urmila Shrawankar , V M Thakare

The widespread use of smart devices gives rise to both security and privacy concerns. Fingerprinting smart devices can assist in authenticating physical devices, but it can also jeopardize privacy by allowing remote identification without…

密码学与安全 · 计算机科学 2014-03-14 Anupam Das , Nikita Borisov , Matthew Caesar

Demanding task environments (e.g., supervising a remotely piloted aircraft) require performing tasks quickly and accurately; however, periods of low and high operator workload can decrease task performance. Intelligent modulation of the…

机器人学 · 计算机科学 2025-07-09 Julian Fortune , Julie A. Adams , Jamison Heard

Noise is a part of data whether the data is from measurement, experiment or ... A few techniques are suggested for noise reduction to improve the data quality in recent years some of which are based on wavelet, orthogonalization and neural…

计算工程、金融与科学 · 计算机科学 2023-08-02 Negin Bagherpour , Abbas Mohammadiyan

In mobile speech communication applications, wind noise can lead to a severe reduction of speech quality and intelligibility. Since the performance of speech enhancement algorithms using acoustic microphones tends to substantially degrade…

音频与语音处理 · 电气工程与系统科学 2022-11-15 Marvin Tammen , Xilin Li , Simon Doclo , Lalin Theverapperuma

Own voice pickup for hearables in noisy environments benefits from using both an outer and an in-ear microphone outside and inside the occluded ear. Due to environmental noise recorded at both microphones, and amplification of the own voice…

音频与语音处理 · 电气工程与系统科学 2025-08-20 Mattes Ohlenbusch , Christian Rollwage , Simon Doclo

Large audio-language models (LALMs) unify speech and text processing, but their robustness in noisy real-world settings remains underexplored. We investigate how irrelevant audio, such as silence, synthetic noise, and environmental sounds,…

声音 · 计算机科学 2026-04-28 Chen-An Li , Tzu-Han Lin , Hung-yi Lee
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