[PDF][PDF] A survey on techniques for enhancing speech
TMF Taha, A Adeel, A Hussain - International Journal of Computer …, 2018 - researchgate.net
Speech enhancement is used in almost all the modern communication systems. It is obvious
that when speech is being transmitted, its quality may degrade due to interference in the …
that when speech is being transmitted, its quality may degrade due to interference in the …
Speaker-independent visual speech recognition with the inception v3 model
The natural process of understanding speech involves combining auditory and visual cues.
CNN based lip reading systems have become very popular in recent years. However, many …
CNN based lip reading systems have become very popular in recent years. However, many …
A new biologically inspired fuzzy expert system-based voiced/unvoiced decision algorithm for speech enhancement
In this paper, we propose a speech enhancement approach for a single-microphone system.
The main idea is to apply a specific transformation on the speech signal depending on the …
The main idea is to apply a specific transformation on the speech signal depending on the …
Variance based time-frequency mask estimation for unsupervised speech enhancement
Variance based two dimensional time-frequency mask estimation for unsupervised speech
enhancement is proposed to improve the speech quality and intelligibility by reducing the …
enhancement is proposed to improve the speech quality and intelligibility by reducing the …
[HTML][HTML] Lip2Speech: lightweight multi-speaker speech reconstruction with Gabor features
In environments characterised by noise or the absence of audio signals, visual cues, notably
facial and lip movements, serve as valuable substitutes for missing or corrupted speech …
facial and lip movements, serve as valuable substitutes for missing or corrupted speech …
Fast lip feature extraction using psychologically motivated gabor features
The extraction of relevant lip features is of continuing interest in the speech domain. Using
end-to-end feature extraction can produce good results, but at the cost of the results being …
end-to-end feature extraction can produce good results, but at the cost of the results being …
A data driven approach to audiovisual speech mapping
The concept of using visual information as part of audio speech processing has been of
significant recent interest. This paper presents a data driven approach that considers …
significant recent interest. This paper presents a data driven approach that considers …
[HTML][HTML] Visual speech recognition with lightweight psychologically motivated gabor features
Extraction of relevant lip features is of continuing interest in the visual speech domain. Using
end-to-end feature extraction can produce good results, but at the cost of the results being …
end-to-end feature extraction can produce good results, but at the cost of the results being …
Using feature visualisation for explaining deep learning models in visual speech
The use of Deep Neural Network (DNN) models for Visual Speech Recognition (VSR) has
recently been gaining traction. The use of more complex DNN models have greatly …
recently been gaining traction. The use of more complex DNN models have greatly …
Gabor based lipreading with a new audiovisual mandarin corpus
Human speech processing is a multimodal and cognitive activity, with visual information
playing a role. Many lipreading systems use English speech data, however, Chinese is the …
playing a role. Many lipreading systems use English speech data, however, Chinese is the …