[HTML][HTML] A summary of the REVERB challenge: state-of-the-art and remaining challenges in reverberant speech processing research

K Kinoshita, M Delcroix, S Gannot, EA P. Habets… - EURASIP Journal on …, 2016 - Springer
In recent years, substantial progress has been made in the field of reverberant speech
signal processing, including both single-and multichannel dereverberation techniques and …

Far-field automatic speech recognition

R Haeb-Umbach, J Heymann, L Drude… - Proceedings of the …, 2020 - ieeexplore.ieee.org
The machine recognition of speech spoken at a distance from the microphones, known as
far-field automatic speech recognition (ASR), has received a significant increase in attention …

Joint acoustic factor learning for robust deep neural network based automatic speech recognition

S Kundu, G Mantena, Y Qian, T Tan… - … , Speech and Signal …, 2016 - ieeexplore.ieee.org
Deep neural networks (DNNs) for acoustic modeling have been shown to provide
impressive results on many state-of-the-art automatic speech recognition (ASR) …

A Comprehensive Review of Beamforming-Based Speech Enhancement Techniques, IoT, and Smart City Applications

S Natarajan, SAR Al-Haddad, FA Ahmad… - 2023 IEEE 2nd …, 2023 - ieeexplore.ieee.org
Speech recognition from a distance, also known as far-field automatic speech recognition,
uses machine learning for processing. However, environmental conditions often corrupt …

Defeating reverberation: Advanced dereverberation and recognition techniques for hands-free speech recognition

M Delcroix, T Yoshioka, A Ogawa… - 2014 IEEE Global …, 2014 - ieeexplore.ieee.org
Automatic speech recognition is being used successfully in more and more products.
However, current recognition systems usually require the use of close-talking microphones …

Multi-modal and deep learning for robust speech recognition

X Feng - 2017 - dspace.mit.edu
Automatic speech recognition (ASR) decodes speech signals into text. While ASR can
produce accurate word recognition in clean environments, system performance can degrade …

[PDF][PDF] Information Fusion Approaches for Distant Speech Recognition in a Multi-microphone Setting.

CMG Flores - 2016 - researchgate.net
It is a well known fact that high quality Automatic Speech Recognition is still difficult to
guarantee under conditions in which the speaker is distant from the microphone, due to the …