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Deep learning for environmentally robust speech recognition: An overview of recent developments
Eliminating the negative effect of non-stationary environmental noise is a long-standing
research topic for automatic speech recognition but still remains an important challenge …
research topic for automatic speech recognition but still remains an important challenge …
Acoustic vector sensor: reviews and future perspectives
J Cao, J Liu, J Wang, X Lai - IET Signal Processing, 2017 - Wiley Online Library
Acoustic vector sensor (AVS) has been recently researched and developed for acoustic
wave capturing and signal processing. Conventional array generally employs spatially …
wave capturing and signal processing. Conventional array generally employs spatially …
A consolidated perspective on multimicrophone speech enhancement and source separation
Speech enhancement and separation are core problems in audio signal processing, with
commercial applications in devices as diverse as mobile phones, conference call systems …
commercial applications in devices as diverse as mobile phones, conference call systems …
[BOG][B] Fundamentals of signal enhancement and array signal processing
A comprehensive guide to the theory and practice of signal enhancement and array signal
processing, including matlab codes, exercises and instructor and solution manuals …
processing, including matlab codes, exercises and instructor and solution manuals …
[BOG][B] Theory and applications of spherical microphone array processing
The topic of spherical microphone array signal processing has been gaining importance
since the publications of Meyer and Elko around 2002, and fuelled by many others since …
since the publications of Meyer and Elko around 2002, and fuelled by many others since …
Coherent-to-diffuse power ratio estimation for dereverberation
The estimation of the time-and frequency-dependent coherent-to-diffuse power ratio (CDR)
from the measured spatial coherence between two omnidirectional microphones is …
from the measured spatial coherence between two omnidirectional microphones is …
Microphone array processing for distant speech recognition: From close-talking microphones to far-field sensors
Distant speech recognition (DSR) holds the promise of the most natural human computer
interface because it enables man-machine interactions through speech, without the …
interface because it enables man-machine interactions through speech, without the …
Recent developments in speech enhancement in the short-time Fourier transform domain
In this paper, we present an overview on the topic of noise reduction in the short-time Fourier
transform (STFT) domain. First, we briefly review the conventional literature in the single-and …
transform (STFT) domain. First, we briefly review the conventional literature in the single-and …
Evaluation and comparison of late reverberation power spectral density estimators
Reduction of late reverberation can be achieved using spatio-spectral filters, such as the
multichannel Wiener filter. To compute this filter, an estimate of the late reverberation power …
multichannel Wiener filter. To compute this filter, an estimate of the late reverberation power …
A dual-microphone speech enhancement algorithm based on the coherence function
N Yousefian, PC Loizou - IEEE Transactions on Audio, Speech …, 2011 - ieeexplore.ieee.org
A novel dual-microphone speech enhancement technique is proposed in the present paper.
The technique utilizes the coherence between the target and noise signals as a criterion for …
The technique utilizes the coherence between the target and noise signals as a criterion for …