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Audio-visual speech recognition using deep learning

https://doi.org/10.1007/s10489-014-0629-7

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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Connectionist Speech Recognition

inferredcites →https://doi.org/10.1007/978-3-662-13015-5openalex-snapshot

Speechreading by Humans and Machines

inferredcites →https://doi.org/10.1007/978-3-662-13015-5_14openalex-snapshot

Exploiting sensor fusion architectures and stimuli complementarity in AV speech recognition

inferredcites →https://doi.org/10.1016/s0167-6393(98)00048-xopenalex-snapshot

Quantitative association of vocal-tract and facial behavior

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A comparative study of neural network based feature extraction paradigms

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Advances in neural information processing systems 7

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Active appearance models

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Extraction of visual features for lipreading

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Gradient-based learning applied to document recognition

inferredcites →https://doi.org/10.1109/89.260359openalex-snapshot

Connectionist probability estimators in HMM speech recognition

inferredcites →https://doi.org/10.1109/9780470544976.ch9openalex-snapshot

GradientBased Learning Applied to Document Recognition

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Learning methods for generic object recognition with invariance to pose and lighting

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Construction of a large-scale Japanese speech database and its management system

inferredcites →https://doi.org/10.1109/icassp.1996.543246openalex-snapshot

Visual speech recognition using active shape models and hidden Markov models

inferredcites →https://doi.org/10.1109/icassp.2000.862024openalex-snapshot

Tandem connectionist feature extraction for conventional HMM systems

inferredcites →https://doi.org/10.1109/icassp.2004.1327261openalex-snapshot

Comparison of low- and high-level visual features for audio-visual continuous automatic speech recognition

inferredcites →https://doi.org/10.1109/icassp.2012.6288833openalex-snapshot

Auto-encoder bottleneck features using deep belief networks

inferredcites →https://doi.org/10.1109/icassp.2012.6288864openalex-snapshot

Applying Convolutional Neural Networks concepts to hybrid NN-HMM model for speech recognition

inferredcites →https://doi.org/10.1109/icassp.2013.6639140openalex-snapshot

Audio-visual deep learning for noise robust speech recognition

inferredcites →https://doi.org/10.1109/icassp.2013.6639343openalex-snapshot

Building high-level features using large scale unsupervised learning

inferredcites →https://doi.org/10.1109/icassp.2014.6853900openalex-snapshot

Speech feature denoising and dereverberation via deep autoencoders for noisy reverberant speech recognition

inferredcites →https://doi.org/10.1109/ichr.2009.5379586openalex-snapshot

Automatic speech recognition improved by two-layered audio-visual integration for robot audition

inferredcites →https://doi.org/10.1109/icme.2001.1237849openalex-snapshot

A comparison of model and transform-based visual features for audio-visual LVCSR

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A mew ASR approach based on independent processing and recombination of partial frequency bands

inferredcites →https://doi.org/10.1109/mmsp.2001.962802openalex-snapshot

Feature analysis for automatic speechreading

inferredcites →https://doi.org/10.1109/msp.2012.2205597openalex-snapshot

Deep Neural Networks for Acoustic Modeling in Speech Recognition: The Shared Views of Four Research Groups

inferredcites →https://doi.org/10.1109/tasl.2011.2109382openalex-snapshot

Acoustic Modeling Using Deep Belief Networks

inferredcites →https://doi.org/10.1109/tasl.2011.2134090openalex-snapshot

Context-Dependent Pre-Trained Deep Neural Networks for Large-Vocabulary Speech Recognition

inferredcites →https://doi.org/10.1126/science.1127647openalex-snapshot

Reducing the Dimensionality of Data with Neural Networks

inferredcites →https://doi.org/10.1145/1273496openalex-snapshot

Proceedings of the 24th international conference on Machine learning

inferredcites →https://doi.org/10.1145/1390156.1390294openalex-snapshot

Extracting and composing robust features with denoising autoencoders

inferredcites →https://doi.org/10.1145/1452392.1452442openalex-snapshot

Dynamic modality weighting for multi-stream hmms inaudio-visual speech recognition

inferredcites →https://doi.org/10.1145/1553374.1553453openalex-snapshot

Convolutional deep belief networks for scalable unsupervised learning of hierarchical representations

inferredcites →https://doi.org/10.1145/3065386openalex-snapshot

ImageNet classification with deep convolutional neural networks

inferredcites →https://doi.org/10.1162/08997660260028683openalex-snapshot

Fast Curvature Matrix-Vector Products for Second-Order Gradient Descent

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Fast Exact Multiplication by the Hessian

inferredcites →https://doi.org/10.1561/2200000006openalex-snapshot

Learning Deep Architectures for AI

inferredcites →https://doi.org/10.1561/9781601982957openalex-snapshot

Learning Deep Architectures for AI

inferredcites →https://doi.org/10.21437/eurospeech.1999-152openalex-snapshot

Multi-stream speech recognition: ready for prime time?

inferredcites →https://doi.org/10.21437/icslp.2002-434openalex-snapshot

DCT-based video features for audio-visual speech recognition

inferredcites →https://doi.org/10.21437/interspeech.2013-336openalex-snapshot

Rapid and effective speaker adaptation of convolutional neural network based models for speech recognition

inferredcites →https://doi.org/10.21437/interspeech.2013-438openalex-snapshot

Estimating phoneme class conditional probabilities from raw speech signal using convolutional neural networks

inferredcites →https://doi.org/10.7916/d873718wopenalex-snapshot

Multi-stream speech recognition: Ready for prime time?

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Deep neural networks for speech enhancement and speech recognition: A systematic review

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AI-based visual speech recognition towards realistic avatars and lip-reading applications in the metaverse

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An approach of improved Multivariate Timing-Random Deep Belief Net modelling for algal bloom prediction

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Polar representation-based cell nucleus segmentation in non-small cell lung cancer histopathological images

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TB-MFCC multifuse feature for emergency vehicle sound classification using multistacked CNN – Attention BiLSTM

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A global geometric framework for 3D shape retrieval using deep learning

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Comparative study of landslide susceptibility mapping with different recurrent neural networks

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Application of machine learning for material prediction and design in the environmental remediation

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Cognitive Evaluation of Machine Learning Agents

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Behavioral feature recognition of multi-task compressed sensing with fusion relevance in the Internet of Things environment

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A deep learning framework combining CNN and GRU for improving wheat yield estimates using time series remotely sensed multi-variables

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Enhancing visual speech perception through deep automatic lipreading: A systematic review

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Multidisciplinary Pattern Recognition applications: A review

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Cross database audio visual speech adaptation for phonetic spoken term detection

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Analyzing lower half facial gestures for lip reading applications: Survey on vision techniques

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Audiovisual speech recognition based on a deep convolutional neural network

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Audio-visual feature fusion via deep neural networks for automatic speech recognition

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An efficient multi-modal sensors feature fusion approach for handwritten characters recognition using Shapley values and deep autoencoder

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Machine learning reveals early preseismic signals of laboratory earthquakes

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Assessing the performances of different neural network architectures for the detection of screams and shouts in public transportation

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Enhancing unsupervised neural networks based text summarization with word embedding and ensemble learning

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Deep submodular network: An application to multi-document summarization

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SGCSumm: An extractive multi-document summarization method based on pre-trained language model, submodularity, and graph convolutional neural networks

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News-based intelligent prediction of financial markets using text mining and machine learning: A systematic literature review

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Audio–visual speech recognition based on regulated transformer and spatio–temporal fusion strategy for driver assistive systems

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Image-based discrimination of ultrasound-assisted frozen meat using deep learning

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A policy-based containerized filter for secure information sharing in organizational environments

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Autonomic Feature Selection using Computational Intelligence

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WITHDRAWN: Development of Music Teaching System based on Speech Recognition and Artificial Intelligence through Optic Communication

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Deep learning-based inverse design of irregular phononic crystals

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The applications of Machine learning (ML) in designing dry powder for inhalation by using thin-film-freezing technology

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MALip: Modal Amplification Lipreading based on reconstructed audio features

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Survey on automatic lip-reading in the era of deep learning

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Human emotion recognition using deep belief network architecture

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Contextual deep learning-based audio-visual switching for speech enhancement in real-world environments

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Multi-view domain-adaptive representation learning for EEG-based emotion recognition

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Improving visibility of rear surface cracks during inductive thermography of metal plates using Autoencoder

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Stacked isomorphic autoencoder based soft analyzer and its application to sulfur recovery unit

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Research and application of logging lithology identification for igneous reservoirs based on deep learning

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NDT of closed-shell oyster freshness by acoustic vibration signals

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Forecasting of water level in multiple temperate lakes using machine learning models

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A comprehensive review on ensemble deep learning: Opportunities and challenges

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TextJuggler: Fooling text classification tasks by generating high-quality adversarial examples

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Automatic lip-reading classification using deep learning approaches and optimized quaternion meixner moments by GWO algorithm

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A survey of deep neural network architectures and their applications

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Robust and structural sparsity auto-encoder with L21-norm minimization

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Probabilistic inference of Bayesian neural networks with generalized expectation propagation

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Ensemble deep relevant learning framework for semi-supervised soft sensor modeling of industrial processes

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A self-adaptive gradient descent search algorithm for fully-connected neural networks

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A survey of adversarial attacks on machine learning

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EvoPruneDeepTL: An evolutionary pruning model for transfer learning based deep neural networks

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End-to-end visual speech recognition for small-scale datasets

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CATNet: Cross-modal fusion for audio–visual speech recognition

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A machine learning-based interaction force model for non-spherical and irregular particles in low Reynolds number incompressible flows

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Automatic visual lip reading: A comparative review of machine-learning approaches

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Intelligent anti-infection ventilation strategy based on computer audition: Towards healthy built environment and low carbon emission

inferred← citeshttps://doi.org/10.1016/j.specom.2023.06.001openalex-snapshot

Application of virtual human sign language translation based on speech recognition

inferred← citeshttps://doi.org/10.1016/j.tust.2020.103524openalex-snapshot

Deep learning-based automatic recognition of water leakage area in shield tunnel lining

inferred← citeshttps://doi.org/10.1016/j.xcrp.2021.100382openalex-snapshot

Deep learning the sound of boiling for advance prediction of boiling crisis

inferred← citeshttps://doi.org/10.1021/acs.jcim.5b00238openalex-snapshot

Deep Learning for Drug-Induced Liver Injury

inferred← citeshttps://doi.org/10.1021/acs.jcim.9b00143openalex-snapshot

Gene Expression Data Based Deep Learning Model for Accurate Prediction of Drug-Induced Liver Injury in Advance

inferred← citeshttps://doi.org/10.1021/acsami.6c12438openalex-snapshot

Monolithic Integration of Sensing, Memory, and Processing in ScAlN Ferroelectric Optoelectronic Transistors for Multimodal Fusion

inferred← citeshttps://doi.org/10.1038/s41438-021-00560-9openalex-snapshot

Applications of deep-learning approaches in horticultural research: a review

inferred← citeshttps://doi.org/10.1038/s41597-022-01851-zopenalex-snapshot

N-Omniglot, a large-scale neuromorphic dataset for spatio-temporal sparse few-shot learning

inferred← citeshttps://doi.org/10.1038/s41598-022-13303-0openalex-snapshot

Predicting early failure of quantum cascade lasers during accelerated burn-in testing using machine learning

inferred← citeshttps://doi.org/10.1038/s41598-023-50334-7openalex-snapshot

Multichannel high noise level ECG denoising based on adversarial deep learning

inferred← citeshttps://doi.org/10.1039/d1nj00003aopenalex-snapshot

An effective method based on multi-model fusion for research octane number prediction

inferred← citeshttps://doi.org/10.1039/d3tc01136dopenalex-snapshot

A highly stretchable and sensitive strain sensor for lip-reading extraction and speech recognition

inferred← citeshttps://doi.org/10.1049/cit2.12131openalex-snapshot

Developing phoneme‐based lip‐reading sentences system for silent speech recognition

inferred← citeshttps://doi.org/10.1049/joe.2019.1188openalex-snapshot

Unknown defect detection for printed circuit board based on multi‐scale deep similarity measure method

inferred← citeshttps://doi.org/10.1063/5.0149139openalex-snapshot

Network intrusion detection using a step-based deep learning approach

inferred← citeshttps://doi.org/10.1063/5.0154352openalex-snapshot

Vocal letter classification with audio processing for nursing room notification system with “Mel frequency cepstrum coefficient and backpropagation-neural network methods”

inferred← citeshttps://doi.org/10.1063/5.0160755openalex-snapshot

A Swin-transformer-based model for efficient compression of turbulent flow data

inferred← citeshttps://doi.org/10.1063/5.0206258openalex-snapshot

Deep learning for Dirac dispersion engineering in sonic crystals

inferred← citeshttps://doi.org/10.1080/01691864.2019.1632223openalex-snapshot

Survey on frontiers of language and robotics

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Design of continuous recognition algorithm for online interactive english speech segment

inferred← citeshttps://doi.org/10.1080/21642583.2021.1992684openalex-snapshot

A review: data driven-based fault diagnosis and RUL prediction of petroleum machinery and equipment

inferred← citeshttps://doi.org/10.1088/1361-6595/ade73copenalex-snapshot

Robust extraction of electron energy probability function via neural network-based smoothing

inferred← citeshttps://doi.org/10.1088/1742-6596/1302/2/022061openalex-snapshot

Asynchronous Advantage Actor-Critic Algorithms Based on Residual Networks

showing the first 200 of 568

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