[HTML][HTML] Fundamentals, present and future perspectives of speech enhancement

N Das, S Chakraborty, J Chaki, N Padhy… - International Journal of …, 2021 - Springer
Speech enhancement has substantial interest in the utilization of speaker identification,
video-conference, speech transmission through communication channels, speech-based …

Measuring service quality based on customer emotion: An explainable AI approach

Y Guo, Y Li, D Liu, SX Xu - Decision Support Systems, 2024 - Elsevier
This paper develops an explainable artificial intelligence (AI) approach to measuring service
quality in voice-based service encounters. Drawing from the psychology and computer …

[HTML][HTML] Feature extraction methods in language identification: a survey

D Deshwal, P Sangwan, D Kumar - Wireless Personal Communications, 2019 - Springer
Abstract Language Identification (LI) is one of the widely emerging field in the areas of
speech processing to accurately identify the language from the data base based on some …

Deepresgru: residual gated recurrent neural network-augmented kalman filtering for speech enhancement and recognition

N Saleem, J Gao, MI Khattak, HT Rauf, S Kadry… - Knowledge-Based …, 2022 - Elsevier
With the recent research developments, deep learning models are powerful alternatives for
speech enhancement and recognition in many real-world applications. Although state-of-the …

Opportunistic backdoor attacks: Exploring human-imperceptible vulnerabilities on speech recognition systems

Q Liu, T Zhou, Z Cai, Y Tang - Proceedings of the 30th ACM International …, 2022 - dl.acm.org
Speech recognition systems, trained and updated based on large-scale audio data, are
vulnerable to backdoor attacks that inject dedicated triggers in system training. The used …

mmecho: A mmwave-based acoustic eavesdropping method

P Hu, W Li, R Spolaor, X Cheng - Proceedings of the ACM Turing Award …, 2023 - dl.acm.org
Acoustic eavesdropping on private or confidential spaces poses a significant privacy threat.
While soundproof rooms can mitigate these risks to some extent, they are unable to counter …

Earspeech: Exploring in-ear occlusion effect on earphones for data-efficient airborne speech enhancement

F Han, P Yang, Y Zuo, F Shang, F Xu… - Proceedings of the ACM on …, 2024 - dl.acm.org
Earphones have become a popular voice input and interaction device. However, airborne
speech is susceptible to ambient noise, making it necessary to improve the quality and …

Single channel speech enhancement: using Wiener filtering with recursive noise estimation

N Upadhyay, RK Jaiswal - Procedia Computer Science, 2016 - Elsevier
This paper discusses the problem of single channel speech enhancement in stationary
environments, and proposes Wiener filtering with the recursive noise estimation algorithm …

Multi-level single-channel speech enhancement using a unified framework for estimating magnitude and phase spectra

T Lavanya, T Nagarajan… - IEEE/ACM Transactions …, 2020 - ieeexplore.ieee.org
Speech enhancement algorithms aim to improve the quality and intelligibility of noise
corrupted speech, through spectral or temporal modifications. Most of the existing speech …

Single-channel speech enhancement using implicit Wiener filter for high-quality speech communication

RK Jaiswal, SR Yeduri, LR Cenkeramaddi - International Journal of …, 2022 - Springer
Speech enables easy human-to-human communication as well as human-to-machine
interaction. However, the quality of speech degrades due to background noise in the …