Fundamentals, present and future perspectives of speech enhancement
Speech enhancement has substantial interest in the utilization of speaker identification,
video-conference, speech transmission through communication channels, speech-based …
video-conference, speech transmission through communication channels, speech-based …
Measuring service quality based on customer emotion: An explainable AI approach
This paper develops an explainable artificial intelligence (AI) approach to measuring service
quality in voice-based service encounters. Drawing from the psychology and computer …
quality in voice-based service encounters. Drawing from the psychology and computer …
Feature extraction methods in language identification: a survey
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 …
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
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 …
speech enhancement and recognition in many real-world applications. Although state-of-the …
Opportunistic backdoor attacks: Exploring human-imperceptible vulnerabilities on speech recognition systems
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 …
vulnerable to backdoor attacks that inject dedicated triggers in system training. The used …
mmecho: A mmwave-based acoustic eavesdrop** method
Acoustic eavesdrop** 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 …
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
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 …
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
This paper discusses the problem of single channel speech enhancement in stationary
environments, and proposes Wiener filtering with the recursive noise estimation algorithm …
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
Speech enhancement algorithms aim to improve the quality and intelligibility of noise
corrupted speech, through spectral or temporal modifications. Most of the existing speech …
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
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 …
interaction. However, the quality of speech degrades due to background noise in the …